Parent-teacher communication SaaS

ClassLink

Instantly Connect Home and Classroom

ClassLink unifies parent-teacher communication for K-12 schools, giving busy teachers and parents instant, actionable updates through real-time notifications and interactive polls. By replacing scattered emails and paper notes with one central hub, ClassLink streamlines urgent school-home messages so every family stays informed and in sync—on any device, at any moment.

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ClassLink

Product Details

Explore this AI-generated product idea in detail. Each aspect has been thoughtfully created to inspire your next venture.

Vision & Mission

Vision
To empower every teacher and parent to ignite student success through seamless, joyful, and instant school-home connection worldwide.
Long Term Goal
By 2028, empower 10 million K-12 teachers and parents in 30,000 schools worldwide to achieve 95% family engagement and cut missed class updates by 75%.
Impact
Reduces classroom-to-parent response times by 80% and scheduling conflicts by 60% for K-12 teachers and parents, ensuring over 95% of families receive and act on urgent school updates within 12 hours, resulting in more reliable participation and fewer missed communications.

Problem & Solution

Problem Statement
K-12 teachers and busy parents miss critical class updates and encounter scheduling confusion because email chains, paper notes, and multiple apps are slow, scattered, and difficult to track, leaving families disconnected despite urgent communication needs.
Solution Overview
ClassLink delivers instant, two-way messaging and interactive polls in a single, unified hub, ensuring busy teachers and parents never miss urgent updates or schedule changes—everything appears as real-time, actionable notifications on any device, cutting through fragmented channels and outdated communication methods.

Details & Audience

Description
ClassLink is a unified messaging hub for K-12 teachers and parents, designed for busy school communities. It slashes response times and reduces missed updates by delivering real-time notifications and instant interactive polls directly in messages. Unlike email chains and paper notes, ClassLink keeps every family in sync with fast, two-way communication accessible on any device.
Target Audience
K-12 teachers and busy parents needing instant, reliable class updates who prioritize clear, two-way communication.
Inspiration
One afternoon at school pickup, I watched a teacher chasing down parents in the parking lot, waving a crumpled note about a last-minute class event. Some parents were already pulling away, oblivious. The chaos and frustration on their faces made it clear—important updates were slipping through the cracks. That moment became the spark for ClassLink: real-time, two-way messaging to bridge school and home.

User Personas

Detailed profiles of the target users who would benefit most from this product.

B

Bilingual Bella

- Age mid-30s - Location bilingual urban community - Education high school diploma, limited English proficiency - Occupation part-time retail assistant - Household income under $40K

Background

Bella moved to the US five years ago and balances evening retail shifts with parenting two elementary students. Early miscommunications at school spurred her to seek translation support, making her a vocal advocate for inclusive, real-time updates.

Needs & Pain Points

Needs

1. Instant message translations into her native language 2. Clear visual alerts for urgent school updates 3. Simple poll interactions for quick feedback

Pain Points

1. Overwhelmed by untranslated, jargon-filled school notices 2. Misses critical announcements due to English complexity 3. Frustrated by fragmented communication channels

Psychographics

- Driven to ensure children’s academic success - Values clear, accessible communication in any language - Motivated by community inclusion and involvement - Appreciates intuitive, user-friendly digital tools

Channels

1. WhatsApp group chats 2. ClassLink mobile app 3. Facebook school group 4. SMS text alerts 5. Email inbox

G

Guiding Grace

- Age 45 - Gender female - Education Master’s in school counseling - Role public middle school counselor - Income $65K annually

Background

Grace has guided students for 15 years, developing strong bonds with families and colleagues. Past challenges with scattered updates motivated her to champion a unified communication hub for timely check-ins and crisis alerts.

Needs & Pain Points

Needs

1. Customizable alerts for urgent student concerns 2. Secure one-to-one messaging with families 3. Quick parent availability polling for meetings

Pain Points

1. Difficulty tracking fragmented parent responses 2. Delayed notifications in student crises 3. Manual coordination for family meeting scheduling

Psychographics

- Empathetic advocate for every student’s voice - Seeks collaborative, trust-based parent partnerships - Values data when monitoring student progress

Channels

1. ClassLink desktop dashboard 2. Email newsletters 3. SMS reminders 4. School intranet portal 5. Google Calendar invites

C

Coach Chloe

- Age 28 - Gender female - Education Associate’s in sports management - Role after-school athletics coach - Income $28K annually

Background

Chloe spent her college years as a varsity athlete and transitioned into youth coaching. Early miscommunications about schedules led her to adopt centralized updates, ensuring every practice runs on time.

Needs & Pain Points

Needs

1. Immediate practice schedule change alerts 2. Weather-triggered cancellation notifications 3. Quick volunteer sign-up polls

Pain Points

1. Parents missing unexpected schedule changes 2. Last-minute venue or time conflicts 3. Tedious manual rostering and sign-ups

Psychographics

- Energized by teamwork and clear coordination - Values punctuality and reliable communication - Motivated by parent-coach collaboration

Channels

1. ClassLink mobile push alerts 2. TeamSnap integration 3. SMS group messages 4. Instagram direct messages 5. Printed schedules for reference

B

Boardroom Brad

- Age 55 - Gender male - Education MBA in public administration - Role elected school board member - Income $100K plus benefits

Background

Brad, a former business executive, joined the school board to apply data analytics to education. Disparate engagement platforms once obscured parent involvement, inspiring his push for a centralized communication strategy.

Needs & Pain Points

Needs

1. Comprehensive engagement and delivery analytics 2. District-wide mass notification approvals 3. Stakeholder feedback and poll summaries

Pain Points

1. Inconsistent reporting across multiple platforms 2. Low parent engagement visibility 3. Time-consuming manual notification approvals

Psychographics

- Analytical decision-maker valuing clear metrics - Prioritizes transparency and stakeholder trust - Driven by measurable community impact

Channels

1. ClassLink admin portal 2. Board meeting slide decks 3. Email reports 4. District website dashboard 5. Quarterly printed summaries

Product Features

Key capabilities that make this product valuable to its target users.

SnapTemplate

Access a library of professionally designed poll templates for common scenarios—lunch menus, volunteer slots, event RSVPs—so teachers can launch engaging image-based polls in seconds without starting from scratch.

Requirements

Template Library Access
"As a teacher, I want immediate access to a variety of ready-made poll templates so that I can launch engaging, image-based polls in seconds without designing from scratch."
Description

The system shall provide a centralized library of professionally designed poll templates covering common school scenarios (lunch menus, volunteer slots, RSVPs, etc.). Teachers can browse, preview, and select templates. The feature integrates seamlessly with the poll creation workflow, offering an intuitive UI that categorizes templates by use case and visual style. This reduces setup time, ensures consistency, and maintains brand cohesion across all polls.

Acceptance Criteria
Browsing Templates by Use Case
Given the teacher is on the template library page, When they select a use case filter (e.g., lunch menus), Then only templates tagged with that use case appear; And the templates are displayed in a responsive grid layout.
Previewing Template Details
Given the teacher hovers over or clicks a template thumbnail, When the preview modal opens, Then the modal displays the full-size template image, use case description, and estimated creation time; And no performance lag occurs.
Selecting a Template for Poll Creation
Given the teacher has identified a desired template, When they click “Select Template,” Then the template is loaded into the poll creation editor with all placeholder fields populated; And the teacher can immediately start customizing question text and images.
Integrating Selected Template into Workflow
Given a template is loaded in the editor, When the teacher completes customization and clicks “Next,” Then the workflow advances to the audience selection step without errors; And all template styling (colors, fonts, layouts) persists throughout the process.
Maintaining Brand Cohesion Across Polls
Given multiple polls are created using different templates, When viewed in the teacher’s poll history, Then all polls adhere to the school’s branding guidelines (logo placement, color palette); And any attempt to apply unapproved styling is blocked by the system.
Template Search and Filtering
"As a teacher, I want to search and filter poll templates by category and keyword so that I can quickly locate the most relevant design for my needs."
Description

Implement a robust search and filtering mechanism within the template library, allowing teachers to find templates by keyword, category, grade level, or popularity. Filters and search bars should update results in real time. This ensures users spend minimal time locating the right template, improving efficiency and user satisfaction.

Acceptance Criteria
Real-Time Keyword Search
Given the teacher enters a keyword into the search bar, when they pause typing for 300ms, then the template list updates instantaneously (within 300ms) to display only templates whose title or description contains the keyword (case-insensitive).
Category Filter Selection
Given the teacher selects one or more categories from the filter menu, when selection changes, then the template list updates in real time to show only templates that belong to all selected categories.
Grade Level Filter Application
Given the teacher selects a specific grade level from the grade-level filter dropdown, when the filter is applied, then only templates tagged with the selected grade level are displayed, and all others are hidden.
Popularity Sorting
Given the teacher toggles the popularity sort option, when enabled, then templates are reordered in descending order based on their usage count or rating, with the most popular templates appearing first.
No Results Handling
Given the current search and filter combination yields no matching templates, when the system determines zero results, then a 'No templates found. Try clearing filters or adjusting search terms.' message is displayed, and the template list remains empty.
Mobile Search and Filter Responsiveness
Given the teacher accesses the template library on a mobile device (viewport width < 768px), when using search or filter features, then search bar and filter controls remain accessible and functional, and results update in real time without causing horizontal scrolling.
Template Customization
"As a teacher, I want to customize poll templates easily so that they align with my classroom’s theme or event specifics without needing design expertise."
Description

Enable teachers to customize selected templates by editing text, changing colors, uploading images, and modifying layout elements. Customization tools should be WYSIWYG, with drag-and-drop functionality and live preview. This empowers teachers to tailor polls to their classroom’s theme or specific event while retaining the professional design foundation.

Acceptance Criteria
Launch WYSIWYG Editor for Template
Given a teacher selects a poll template and clicks the “Customize” button, when the customization tool loads, then the WYSIWYG editor displays the selected template with drag-and-drop functionality and live preview.
Edit Text Elements
Given the template is loaded in the editor, when the teacher clicks on a text element and types new content, then the text updates in place and the live preview reflects the change.
Modify Color Schemes
Given a template element (text or background) is selected, when the teacher chooses a new color from the color picker, then the element’s color updates immediately in the live preview.
Upload and Place Images
Given the teacher clicks the “Upload Image” button, when they select an image file under 5 MB and confirm upload, then the image appears in the template editor and can be resized and positioned via drag-and-drop.
Rearrange Layout Elements
Given multiple elements are present on the template, when the teacher drags an element to a new position, then the element snaps to the new location without overlapping and the live preview updates accordingly.
Save Customized Template
Given the teacher has made edits and clicks “Save,” when the save operation completes successfully, then the customized template is stored in the teacher’s template library with all modifications intact.
Live Preview and Testing
"As a teacher, I want to preview and test my poll on different devices so that I can ensure it appears correctly and functions smoothly for parents."
Description

Provide a live preview mode where teachers can interact with the poll as end users would, testing image loads, question flows, and visual layout on multiple device screen sizes. This ensures the final poll displays correctly and provides a seamless respondent experience before publishing.

Acceptance Criteria
Desktop Live Preview Functionality
Given a teacher accesses the live preview on a desktop device, when they switch between common resolutions (1024x768, 1366x768, 1920x1080), then the poll layout adapts without horizontal scrolling or element overlap.
Mobile Live Preview Functionality
Given a teacher opens the live preview on a mobile device, when they view the poll in portrait and landscape modes on screen widths ranging from 320px to 768px, then all elements remain visible and touch targets are at least 44px by 44px.
Image Load and Display in Preview
Given a teacher uploads images for the poll, when they launch the live preview, then all images render at the intended resolution within 2 seconds, maintain their aspect ratio, and display descriptive alt text if an image fails to load.
Interactive Poll Navigation Test
Given a teacher interacts with the live preview poll, when they click through each question, then the poll follows defined question logic, and selected answers persist correctly when navigating back and forth.
Cross-Browser Preview Consistency
Given the teacher loads the live preview in Chrome, Firefox, Safari, and Edge, when they navigate through the poll, then the preview renders consistently in appearance and functionality across all supported browsers.
Usage Analytics and Recommendations
"As a teacher, I want to see which poll templates are most popular and effective so that I can choose the best option for engaging parents."
Description

Track template usage metrics (views, selections, completion rates) and present analytics to teachers, highlighting popular templates and recommending ones based on their past use and school-wide trends. This data-driven approach helps teachers discover effective templates and refine their communication strategies.

Acceptance Criteria
Viewing Personal Template Usage Dashboard
Given a teacher with existing poll template history, when they navigate to the 'Usage Analytics' section, then the system shall display a dashboard listing each template they’ve used in the last 30 days with metrics for views, selections, and completion rates; And the metrics must be presented in sortable tables and bar charts; And the dashboard data must load within 2 seconds of the section opening.
Receiving Template Recommendations Based on Past Usage
Given a teacher has used at least three templates, when they open the 'Recommended Templates' panel, then the system shall display at least five template suggestions ranked by relevance to the teacher’s past usage patterns; And each suggestion must include a brief rationale indicating the matching usage criteria; And the list must update within 3 seconds of opening.
Exploring School-wide Trending Templates
Given that multiple teachers in the school have used templates in the past month, when the teacher selects the 'School Trends' view, then the system shall display the top ten most used templates school-wide with their total views and selection counts; And the view shall allow filtering by date range and template category; And filters must apply results within 2 seconds.
Exporting Template Analytics Reports
Given a teacher is viewing analytics for a specific template, when they click 'Export Report', then the system shall generate a downloadable CSV containing the template name, views, selections, completion rate, and usage dates; And the export file must be available for download within 5 seconds; And the CSV must include column headers and at least one row of data.
Customizing Recommendation Preferences
Given a teacher wants to tailor recommendations, when they access 'Recommendation Settings', then the system shall allow them to enable or disable factors such as 'Past Usage', 'School Trends', and 'Template Category'; And changes must be saved and applied immediately to the 'Recommended Templates' list; And a confirmation message 'Preferences updated successfully' shall appear.

AutoNudge

Automatically send gentle reminders to parents who haven’t responded after a set time, boosting participation rates by keeping polls top-of-mind without extra manual follow-up from teachers.

Requirements

Nudge Configuration Settings
"As a teacher, I want to configure default reminder settings so that I can automate follow-ups without manual setup each time."
Description

Allows teachers to set default nudge parameters including delay interval, maximum retries, and applicable polls, ensuring consistent behavior without manual setup for each reminder.

Acceptance Criteria
Default Nudge Delay Interval Setting
Given a teacher sets the default nudge delay interval to 48 hours on the Nudge Configuration Settings page and saves, when the teacher creates a new poll without specifying a custom delay, then the system automatically schedules the first nudge 48 hours after the poll is sent.
Maximum Retry Count Configuration
Given a teacher configures the maximum number of nudge retries to 3 on the settings page and saves, when no responses are received after the initial nudge, then the system sends up to 3 additional nudges at the configured delay interval and stops thereafter.
Applicable Poll Selection
Given a teacher selects specific poll types (e.g., 'Parent Surveys' and 'Event RSVPs') in the Applicable Polls section and saves, when sending a poll of a selected type, then the system applies nudge settings, and when sending a non-selected type, then no nudges are sent.
Persistent Settings Across Sessions
Given a teacher has saved default nudge parameters and logs out, when they log back in and navigate to the Nudge Configuration Settings, then the previously saved default delay interval, maximum retries, and applicable polls are displayed correctly.
Override Settings for Individual Poll
Given a teacher creates a new poll and manually overrides the default nudge settings by entering a custom delay interval and retry count, when the poll is sent, then the system uses the custom settings for that poll instead of the defaults.
Automated Reminder Scheduling
"As a teacher, I want the system to automatically schedule reminders so that I don't have to manually send follow-ups."
Description

Automatically queues and sends reminders based on configured settings, handling timing accuracy, retry logic, and scheduling conflicts to maintain reliable delivery.

Acceptance Criteria
Reminder Dispatch After Configured Interval
Given a poll is sent and the reminder interval is set to 24 hours, when 24 hours elapse without a parent response, then the system automatically queues and sends a reminder notification to all non-responding parents.
Retry Logic on Delivery Failure
Given a reminder fails to deliver, when a delivery error occurs, then the system retries sending the reminder up to three times with a backoff interval of 15 minutes between attempts.
Handling Multiple Reminders in Overlapping Time Slots
Given multiple polls share a common reminder window, when two or more reminders are scheduled within a five-minute window, then the system consolidates them into a single batched notification per parent.
Time Zone Alignment for Reminder Timing
Given parents in different time zones, when reminders are scheduled for 9:00 AM local time, then each reminder is sent at 9:00 AM in the recipient’s configured time zone.
Suppress Reminders After Response Received
Given a parent submits a response after an initial reminder is queued but before delivery, when the system detects the response, then it cancels any pending reminders for that poll and parent.
Parent Response Tracking
"As a teacher, I want to see which parents have responded so that I only remind those who haven't."
Description

Tracks and logs parent responses to polls, dynamically excluding responders from subsequent nudges and providing real-time status updates on outstanding actions.

Acceptance Criteria
Excluding Responders from Subsequent Nudges
Given a poll with scheduled nudges and a parent has submitted a response, When the nudge dispatch time occurs, Then the system does not send the nudge to that parent.
Logging Parent Responses with Timestamp
Given a parent submits a poll response, When the response is received, Then the system logs the response with the parent’s ID, poll ID, and exact timestamp.
Dashboard Real-Time Outstanding Actions Update
Given new parent responses arrive, When the teacher views the poll status dashboard, Then the outstanding response count updates within 5 seconds without manual refresh.
Manual Override for Nudges
Given the teacher marks a parent as exempt from nudges, When the poll schedule is processed, Then the system excludes the specified parent from all future nudges regardless of response status.
Handling Response After Nudge Scheduled
Given a nudge message is queued for dispatch, When a parent responds before the dispatch time, Then the queued nudge for that parent is automatically canceled.
Customizable Nudge Messages
"As a teacher, I want to customize the reminder message so that it feels personal and aligns with school communication standards."
Description

Allows teachers to personalize reminder text using variables (e.g., parent name, poll title) and select from templated options, ensuring messages feel personal and align with school branding.

Acceptance Criteria
Teacher selects and customizes a nudge template
Given the teacher opens the nudge customization modal When the teacher selects a predefined template Then the template text populates the editable message area with placeholder variables visible
Variables are correctly replaced in nudge preview
Given the teacher inserts {{parent_name}} or {{poll_title}} placeholders When viewing the preview Then each placeholder is replaced with sample parent name and poll title respectively
Nudge messages adhere to school branding guidelines
Given the school branding settings (logo, primary color, font) are configured When the teacher applies branding Then the preview and all outgoing messages display the correct logo, font, and primary color
Teacher previews and sends a test nudge message
Given the teacher clicks the preview button When the preview modal opens Then it renders the final message with replaced variables and branding without edit controls And given the teacher sends a test nudge When the test is sent Then the teacher’s account receives the test nudge within two minutes
Parent receives a personalized reminder nudge
Given a parent has not responded after the configured delay When the scheduled nudge is triggered Then the parent receives a push and email notification containing their name, the poll title, and school branding within five minutes of trigger
Multi-Channel Nudge Delivery
"As a teacher, I want reminders to be sent through preferred channels so that parents receive them in the most effective way."
Description

Delivers reminders via multiple channels—email, SMS, and in-app notifications—based on parent communication preferences, with fallback options to maximize reach.

Acceptance Criteria
Respecting Parent Preferences
Given a parent has set their preferred channel to SMS When a reminder is triggered Then the system sends the nudge via SMS and does not send via email or in-app notification
Email Delivery Success
Given the system attempts to send a reminder via email When the email address is valid and the mail server responds with success Then the reminder is delivered to the parent’s inbox within 2 minutes
SMS Fallback to Email
Given an SMS delivery attempt fails due to invalid phone number When the system detects the failure Then the system automatically retries sending the reminder via the parent’s email within 1 minute
In-App Notification Trigger
Given a parent has the ClassLink mobile app installed and notifications enabled When a reminder is scheduled Then the system delivers an in-app push notification within 30 seconds of the scheduled time
All-Channel Failure Logging
Given all delivery attempts (SMS, email, in-app) fail When the system records each failure reason Then an error log entry is created with timestamp, channel, and failure cause and an alert is sent to the teacher’s dashboard

PollPulse Dashboard

View a real-time visual dashboard of poll results with color-coded response heatmaps and quick stats, enabling teachers to gauge participation and preferences at a glance and make data-driven decisions.

Requirements

Real-Time Data Sync
"As a teacher, I want poll results to update in real time so that I can see current participation and engagement levels as students respond."
Description

The dashboard shall automatically retrieve and display new poll responses from the backend within five seconds of submission. It integrates with the existing polling API and a WebSocket-based notification service to ensure live updates without manual refresh. This real-time capability enables teachers to monitor ongoing participation and adjust classroom activities instantly based on current data.

Acceptance Criteria
Dashboard Auto-Refresh on New Poll Submission
Given a teacher is viewing the PollPulse Dashboard, when a student submits a poll response, then the new response appears in the dashboard within five seconds without manual refresh.
WebSocket Reconnection and Data Integrity
Given a temporary WebSocket disconnection, when the connection is restored, then all responses submitted during the outage are fetched and displayed within five seconds.
Consistent Multi-View Synchronization
Given the dashboard has multiple sections (heatmap and quick stats), when a new response arrives, then both sections update concurrently within five seconds and show the same data.
API Fallback Mechanism Activation
Given the polling API call fails, when new responses exist, then the dashboard automatically falls back to polling the API every five seconds until the WebSocket reconnects and displays all pending responses within five seconds of submission.
Performance Under High Response Volume
Given a high traffic scenario of up to 1000 responses per minute, when responses are submitted, then the dashboard updates within five seconds and each incremental update renders within 200ms.
Interactive Heatmap Visualization
"As a teacher, I want to view poll responses in a heatmap form so that I can quickly identify trends and outliers in student feedback."
Description

The dashboard must render poll response data as an interactive, color-coded heatmap, highlighting areas of high and low participation. Hovering over each cell displays precise response counts and percentages. The visualization should be responsive across devices and support zoom and pan for detailed inspection of larger polls.

Acceptance Criteria
Heatmap Rendering on Initial Load
Given the teacher opens the PollPulse dashboard with valid poll data When the page finishes loading Then the interactive heatmap appears showing color-coded cells corresponding to participation density without errors
Hover Interaction Shows Details
Given the teacher’s cursor or touch hovers over any heatmap cell When the hover gesture is detected Then a tooltip displays the correct absolute response count and percentage for that cell
Responsive Layout Across Devices
Given the teacher views the heatmap on desktop, tablet, or mobile When the viewport size changes Then the heatmap grid, labels, and legend adjust to maintain readability and usability
Zoom and Pan Functionality
Given the teacher uses zoom controls, pinch gestures, or drag handles When interacting with the heatmap Then the visualization smoothly zooms in/out or pans without loss of clarity or misalignment
Large Poll Data Performance
Given a poll dataset exceeding 1000 response cells When rendering the heatmap Then the visualization loads and becomes interactive within 2 seconds and maintains smooth performance during zoom, pan, and hover actions
Quick Stats Summary
"As a teacher, I want to see a quick summary of poll metrics at the top of the dashboard so that I can understand overall class performance at a glance."
Description

Provide a summary panel above the main dashboard that displays key metrics: total responses, response rate percentage, average score (for scaled polls), and completion time. Metrics should update in sync with real-time data and offer tooltips explaining each statistic’s calculation.

Acceptance Criteria
Initial Dashboard Load
Given the teacher opens the PollPulse Dashboard page When the dashboard fully loads Then the summary panel displays total responses, response rate percentage, average score, and completion time within 2 seconds
Live Data Synchronization
Given new poll responses are received in real time When a response arrives Then all four metrics in the summary panel update automatically within 1 second without requiring a page refresh
Tooltip Explanation Display
Given the teacher hovers over any metric in the summary panel When the hover state persists for at least 500ms Then a tooltip appears explaining how the metric is calculated and disappears when the cursor moves away
Average Score Calculation
Given a scaled poll with numeric scores When responses are submitted Then the average score displayed equals the sum of all scores divided by the total number of responses, rounded to one decimal place
Completion Time Accuracy
Given completion timestamps for poll submissions When calculating the average completion time Then the summary panel shows the mean duration (submission time minus poll start time) in minutes and seconds, accurate to the nearest second
Filter and Segmentation Controls
"As a teacher, I want to filter poll results by different student groups and date ranges so that I can conduct targeted analysis and compare segments."
Description

Include UI controls to filter dashboard data by class, grade level, student demographic groups, and time range. Filters should apply instantly to both the heatmap and summary metrics. The system should remember the last-used filter settings per user session.

Acceptance Criteria
Applying Class Filter
Given the teacher selects 'Math 101' from the class filter, the heatmap and summary metrics update within 1 second to display only 'Math 101' responses.
Filtering by Grade Level and Demographic
Given the teacher selects grade '5th' and the 'English Learners' demographic group, the dashboard instantly updates the heatmap and summary metrics to reflect only grade 5 English Learners data.
Time Range Filter Persistence
Given the teacher sets the time range filter to 'Last 7 days' and navigates away and back within the same session, the filter remains set to 'Last 7 days' and the dashboard displays corresponding data.
Reset Filters Functionality
Given filters are applied, when the teacher clicks 'Reset Filters', all filters clear and the dashboard immediately shows unfiltered, school-wide data in both the heatmap and summary metrics.
High Load Filter Response
Under a simulated load of 100 concurrent teacher users applying filters, the dashboard applies each filter selection within 2 seconds and displays accurate data without errors.
Export and Share Dashboard
"As a teacher, I want to export and share the poll dashboard with parents and school administrators so that I can communicate results and insights effectively."
Description

Enable users to export the current dashboard view as a PDF report and download raw response data as a CSV. Provide a feature to generate a secure, shareable link that respects user permissions and allows viewing (but not editing) of the dashboard by parents or administrators.

Acceptance Criteria
Dashboard PDF Export by Teacher
Given the teacher is viewing the PollPulse dashboard, when they click 'Export PDF', then a PDF file containing the current dashboard view including heatmaps and stats is downloaded; and the PDF reflects the on-screen data and layout accurately.
Raw Data CSV Download
Given the teacher is viewing the PollPulse dashboard, when they click 'Download CSV', then the system generates and downloads a CSV file with correct column headers and all response rows corresponding to the current filters.
Generate Secure Shareable Link
Given the teacher has configured sharing options, when they click 'Generate Link', then the system creates a unique, secure, and permission-bound URL that is copyable to clipboard.
Parent View Access via Shared Link
Given a parent opens a valid shareable link, when they load the page, then they can view the dashboard in read-only mode without any edit controls present.
Permission Enforcement on Shared Dashboard
Given a user without permissions attempts to access a shared link, when they open the URL, then the system displays an access denied message indicating insufficient permissions.

QuickAnnotate

Add highlights, arrows, or text notes directly onto poll images to guide parents’ attention and provide extra context—ensuring clearer communication and fewer follow-up questions.

Requirements

Annotation Toolbar
"As a teacher, I want to annotate poll images with highlights, arrows, and notes so that parents can quickly understand key areas without follow-up questions."
Description

Provide an intuitive, context-sensitive toolbar within the poll image view that enables teachers to add highlights, arrows, and text notes directly onto poll images. The toolbar should integrate seamlessly with the existing ClassLink interface, support multiple annotation types, and allow quick access to formatting options such as color, thickness, and font size. The implementation should ensure minimal performance impact and maintain responsive interactions across devices.

Acceptance Criteria
Initial Annotation Toolbar Accessibility
Given a teacher is viewing a poll image, when they click the ‘Annotate’ icon, then a context-sensitive toolbar containing highlight, arrow, and text note tools must appear within 1 second without obstructing the image content.
Adding Highlight Annotation
Given the annotation toolbar is visible, when the teacher selects the highlight tool and drags over a region of the poll image, then a semi-transparent colored overlay appears exactly over the selected region and can be moved or resized.
Adding Arrow Annotation
Given the annotation toolbar is visible, when the teacher selects the arrow tool and clicks and drags from a starting point to an end point on the poll image, then an arrow is rendered with the selected color and thickness, and remains editable after placement.
Adding Text Note Annotation
Given the annotation toolbar is visible, when the teacher selects the text note tool, clicks on the poll image, and enters text, then a text box with the entered content appears at the click location, supporting adjustable font size, and can be moved or edited.
Customizing Annotation Styles
Given an annotation is selected, when the teacher adjusts color, thickness, or font size via the toolbar controls, then the annotation updates in real time to reflect the selected style options without performance lag.
Annotation Toolbar Responsiveness Across Devices
Given teachers access ClassLink on desktop, tablet, or mobile, when they open the poll image and toolbar, then all annotation tools and controls remain fully functional, accessible, and visually coherent across supported screen sizes.
Annotation Persistence
"As a teacher, I want my annotations to remain visible when I return to the poll later so that I don’t have to redo my work and parents see consistent context."
Description

Ensure that all annotations added to poll images are saved to the server and persist across sessions, device types, and user accounts. When a teacher logs out and back in, or when a parent accesses the poll later, all annotations should reappear exactly as originally applied. This involves designing a storage schema for annotation data and integrating it with ClassLink’s backend and existing data models.

Acceptance Criteria
Teacher Adds Annotation and Logs Out
Given a teacher adds highlights, arrows, or text notes to a poll image; When the teacher logs out and logs back in; Then all annotations appear exactly as added, with correct positioning, color, and content.
Parent Views Poll Annotations on Mobile
Given a parent accesses a poll with existing annotations on a mobile device; When the poll loads; Then annotations render accurately at the same coordinates, sizes, and styles as on desktop.
Multiple Device Access by Teacher
Given a teacher switches between desktop and tablet after annotating a poll image; When the poll is reopened on each device; Then annotations persist and display identically across both devices.
Cross-Account Sharing of Annotations
Given annotations are added by one teacher and shared with co-teachers in a shared classroom polling session; When co-teachers view the poll; Then they see the same annotations with exact position, color, and text.
Annotation Data Integrity After Network Interruption
Given a teacher adds annotations while experiencing a brief network disruption; When connectivity is restored; Then all annotations sync to the server without loss and display correctly on subsequent accesses.
Layer Management
"As a teacher, I want to edit or remove specific annotations so that I can correct mistakes and refine my guidance without starting over."
Description

Implement annotation layer controls that allow teachers to edit, delete, reorder, or toggle the visibility of individual annotations on a poll image. Teachers should be able to select an annotation from a list or directly on the image, make modifications, or remove it entirely. The interface must clearly indicate which annotation is active and provide undo/redo functionality for error correction.

Acceptance Criteria
Selecting an Annotation Layer
Given a teacher clicks on an annotation in the sidebar list or directly on the image, When the annotation is selected, Then the annotation is visually highlighted with a distinct border or shading; And the properties panel displays the annotation’s details ready for editing.
Deleting an Annotation Layer
Given a teacher has selected an annotation, When the teacher clicks the delete icon and confirms the action, Then the annotation is removed from both the sidebar list and the image canvas; And no residual artifacts of the annotation remain.
Reordering Annotation Layers
Given multiple annotations exist on the image, When the teacher drags an annotation entry in the sidebar list to a new position, Then the annotation’s stacking order updates accordingly on the canvas; And the new order persists after saving or refreshing the page.
Toggling Annotation Visibility
Given annotations have visibility toggles in the sidebar list, When the teacher clicks the visibility icon for an annotation, Then that annotation’s visibility on the canvas toggles off or on immediately; And the visibility state persists after saving or refreshing.
Undoing and Redoing Annotation Actions
Given the teacher makes an annotation edit, deletion, or reorder, When the teacher clicks 'Undo,' Then the last action is reverted on both the canvas and the sidebar list; When the teacher clicks 'Redo,' Then the reverted action is reapplied; And the system supports at least ten sequential undo/redo steps.
Cross-Device Rendering
"As a parent, I want to view annotated poll images on my phone or tablet exactly as the teacher intended so that I get the same clarity on any device."
Description

Guarantee that annotated poll images render accurately and consistently across web browsers and mobile apps on iOS and Android platforms. Annotations should maintain their position, scale, color, and style regardless of screen size, resolution, or orientation. This requires testing on various devices, implementing responsive scaling logic, and handling platform-specific rendering nuances.

Acceptance Criteria
Desktop Browser Rendering Consistency
Given an annotated poll image with highlights and text notes is viewed in Chrome, Firefox, and Edge on desktop, When the page loads, Then annotations maintain correct position, scale, color, and style within ±2 pixels across browsers.
iOS Mobile App Rendering in Portrait Mode
Given an annotated poll image in the iOS ClassLink app, When opened on iPhone in portrait orientation, Then annotations render at correct scale relative to image dimensions and remain legible without clipping or distortion.
Android Tablet Rendering in Landscape Mode
Given an annotated poll image on an Android tablet in landscape orientation, When the device is rotated to landscape, Then annotations adjust responsively, preserving their relative positions and sizes within 5% variance.
Dynamic Orientation Change Handling
Given a user rotates their device while viewing an annotated poll image, When orientation changes between portrait and landscape, Then annotations smoothly re-render without overlap, misplacement, or style loss within 0.5 seconds.
High-Resolution Display Rendering
Given an annotated poll image is displayed on a high-DPI (Retina) screen, When viewed on iOS or Android high-resolution devices, Then annotations appear crisp with no pixelation, maintaining color fidelity and sharpness.
Export Annotated Images
"As a teacher, I want to download or share my annotated poll images so that I can distribute them through other channels or include them in reports."
Description

Provide functionality for teachers to export annotated poll images as common file formats (e.g., PDF, PNG, JPEG) or share them directly via email or link. The export should capture all annotations with high fidelity and embed metadata such as poll title, date, and author. This feature should integrate with ClassLink’s sharing capabilities and respect user permissions.

Acceptance Criteria
Single Image PDF Export
Given an annotated poll image, when the teacher selects 'Export' and chooses 'PDF', then the system generates a PDF file that includes all highlights, arrows, and text notes at original resolution, embeds the poll title, poll date, and author as metadata, and initiates a download within 5 seconds.
Bulk PNG Export
Given a poll containing multiple annotated images, when the teacher selects 'Export All' and chooses 'PNG', then the system packages each annotated image as a separate PNG file preserving annotations and metadata, bundles them into a ZIP archive, and prompts the teacher to download the archive.
Email Share Link Generation
Given an annotated image ready for export, when the teacher selects 'Share via Email', then the system generates a secure shareable link to a hosted version of the annotated image, includes the poll title and author in the email body, and opens the default email client with the link pre-populated.
Metadata Embedding Verification
Given an exported file in any supported format (PDF, PNG, JPEG), when inspected with standard metadata tools, then the file must contain embedded metadata fields for poll title, creation date, and author matching the original poll details.
Permission Enforcement on Export
Given a user without export permissions, when the user views an annotated image, then the 'Export' and 'Share' options must be hidden or disabled, and any direct export API calls must return a 403 Forbidden error.

MultiLingua Poll

Automatically translate poll questions and choice labels into each recipient’s preferred language, making image-based polls accessible to all families and further increasing response rates across diverse communities.

Requirements

Translation API Integration
"As a teacher, I want poll questions to be automatically translated into each parent’s preferred language so that all families can understand and respond without manual translation."
Description

Integrate a robust machine translation API (e.g. Google Translate or Azure Cognitive Services) to automatically translate poll questions and choice labels into each recipient’s preferred language. The feature should securely connect to the external translation service, handle API authentication, manage rate limits and errors, and cache translations for performance. This integration will enable real-time translations without manual intervention, ensuring accuracy and scalability across multiple languages, and improving polling accessibility and response rates in diverse communities.

Acceptance Criteria
Authentication with Translation Service
Given valid API credentials are provided When the system requests an authentication token from the translation service Then the service returns a 200 status and a valid token within 2 seconds
Real-Time Translation Accuracy
Given a predefined English poll question and choice labels with known translations When the system requests Spanish translations Then the returned Spanish text exactly matches the expected reference translation stored in the test harness
Translation Caching Mechanism
Given a text-language pair that was translated within the last 24 hours When the same pair is requested again Then the system retrieves the translation from the cache and does not call the external API
API Rate Limit Handling
Given the translation service rate limit is exceeded When additional translation requests are made Then the system queues the requests, waits for the rate limit window to reset, and processes them without throwing unhandled errors
Fallback Behavior on Translation Errors
Given the translation API returns an error or times out When a translation request fails Then the system logs the error, returns the original text unaltered, and surfaces a user-friendly notification to the user
Secure Storage of API Credentials
Given the system is deployed to production When the service starts Then API credentials are retrieved from a secured secrets manager and stored encrypted at rest with no credentials hard-coded in source code
User Language Preference Management
"As a parent, I want to set my preferred language in my profile so that I receive poll questions in the language I understand best."
Description

Provide an intuitive settings interface where parents and teachers can select and update their preferred language for poll communications. The system should store language preferences at the user profile level, support a wide range of common K-12 languages, and allow bulk updates via CSV import for large parent groups. Ensuring accurate preference management is critical for delivering personalized multilingual content and enhancing user satisfaction.

Acceptance Criteria
Individual Language Selection
Given a logged-in user navigates to Language Preferences Settings When the user selects a new preferred language from the dropdown and clicks Save Then the system stores the selected language in the user profile, displays a confirmation message, and next poll notification is sent in the chosen language.
Bulk Language Preference Import
Given an administrator accesses the Bulk Import page When the administrator uploads a CSV file containing user IDs and valid language codes Then the system processes the file, updates each user's language preference accordingly, presents a summary of successful updates and errors, and rejects invalid entries with clear error messages.
Default Language Fallback
Given a user without a set language preference receives a poll When the system sends the poll notification Then the poll content is delivered in the system default language (e.g., English) and the notification prompts the user to set their preference for future communications.
Supported Language Verification
Given a user opens the list of available languages in their profile settings Then the system displays at least 10 common K-12 languages, sorted alphabetically, and confirms each language code matches ISO-639-1 standards.
Invalid CSV Entry Handling
Given the administrator uploads a CSV with unsupported language codes or malformed rows When the system processes the CSV Then it skips invalid entries, logs errors with row numbers and reasons, and displays an error report for the administrator without rolling back valid updates.
Automated Poll Translation
"As a teacher, I want my poll to be instantly translated into each recipient’s language upon creation so that I can send it without extra steps."
Description

Implement an automated translation workflow that triggers when a poll is created. Upon poll submission, the system will detect the target languages based on user preferences, call the translation API, and generate translated versions of questions and labels. Translations should be stored with references to the original text, allowing for review and updates. The workflow must handle multiple languages concurrently and notify the creator once translations are complete, streamlining the polling process.

Acceptance Criteria
Poll Creation with Multiple Language Preferences
Given a teacher creates a new poll with question and choice labels and selects target recipients with Spanish and Chinese preferences, when the poll is submitted, then the system triggers translation requests for both Spanish and Chinese versions of the question and each choice label.
Successful API Translation Response
Given the system calls the translation API for a specific text segment, when the API returns a translated text payload within SLA, then the translated text must match the original meaning and be tagged with the correct language code without errors.
Concurrent Translation Processing
Given a poll configured for multiple target languages and multiple simultaneous polls created by different teachers, when translation requests are in flight, then the system processes all translation jobs concurrently without blocking or delaying any single job beyond defined performance thresholds.
Translation Storage and Reference Integrity
Given translated question text and choice labels, when translations are returned, then the system stores each translated item in the database with a reference to its original text ID, language code metadata, timestamp, and creator ID, ensuring no orphaned or mismatched records.
Notification Dispatch to Creator
Given all translations for a poll are successfully stored, when the translation workflow completes, then the system sends a notification (email and in-app) to the poll creator detailing the available language versions and providing links to review and edit each translation.
Fallback & Manual Override
"As a teacher, I want to manually review translations and fallback to English if needed so that all parents understand the poll content accurately."
Description

Design a fallback mechanism that defaults to the poll creator’s original language if a recipient’s preferred language translation is unavailable or fails. Additionally, provide teachers with a manual override option to review and edit machine-generated translations before publishing. This ensures that all recipients receive comprehensible content and that teachers maintain control over translation quality.

Acceptance Criteria
Default to Original Language When Translation Fails
Given a recipient whose preferred language translation is unavailable or fails, When the poll is sent, Then the recipient receives the poll content in the poll creator’s original language.
Teacher Manual Review and Edit Workflow
Given a teacher has created an image-based poll, When the system generates machine translations for the question and choice labels, Then the teacher can access, edit, and save all translations via the poll creation UI before publishing.
Translation Failure Detection and Logging
Given the translation service returns an error or times out, When translation is initiated for a poll, Then an error entry is logged with poll ID, target language code, and timestamp, and fallback to the original language is automatically applied.
Teacher Manual Language Override for Specific Recipients
Given a teacher identifies an incorrect or undesired translation for a specific recipient group, When the teacher applies a manual language override, Then the system uses the teacher-selected language for those recipients and records this override for the current poll dispatch.
Persisting Teacher-Edited Translations for Reuse
Given a teacher edits a machine-generated translation for a poll text segment, When the edited translation is saved, Then the system stores the customized translation keyed by text ID and target language and reuses it for identical text in future polls.
Multilingual Notification Delivery
"As a parent, I want to receive poll notifications in my preferred language so that I can immediately understand and respond."
Description

Ensure that poll notification messages—sent via email, SMS, or in-app alerts—are delivered in each user’s preferred language. Notifications should dynamically pull translated text from the translation cache and format messages appropriately for each channel, including proper localization of date, time, and UI elements. This will guarantee consistent multilingual communication, increasing participation rates across diverse user groups.

Acceptance Criteria
Email Notification Localization
Given a poll notification is triggered for a user with preferred language X, when the email is generated, then the subject line, body text, date/time stamps, and any UI elements in the email are presented in language X and formatted according to the user's locale.
SMS Notification Translation
Given a poll notification is triggered for a user with preferred language X, when the SMS message is sent, then the message content is dynamically pulled from the translation cache and sent entirely in language X without truncation or encoding issues.
In-App Alert Language Detection
Given a user accesses the app and a new poll is available, when the in-app notification is displayed, then the notification text, button labels, and date/time formats reflect the user's preferred language and locale settings.
Fallback to Default Language
Given a user's preferred language translation is missing from the cache, when the notification is sent via any channel, then the system falls back to the default language, logs the missing translation event, and does not cause delivery failures.
Translation Cache Utilization
Given translations for poll notifications are stored in the translation cache, when multiple users with different preferred languages receive notifications concurrently, then the system retrieves each user's translation from the cache and sends correct language-specific notifications without latency exceeding 2 seconds per user.
Translation Quality Feedback
"As a parent, I want to report translation errors so that future polls are more accurate in my language."
Description

Enable recipients to provide feedback on translation accuracy directly within the poll interface. Users can flag mistranslations or suggest improvements, triggering a review workflow for administrators and translators. Feedback data should be logged and used to retrain custom translation models or update glossaries, continuously improving translation quality and system reliability.

Acceptance Criteria
Flagging a Mistranslated Poll Question
Given a user views a translated poll question, When they click the "Flag Translation" button, Then a feedback form displays the original and translated text and allows selection of error type and comments, And the user can submit the feedback form successfully.
Suggesting Improved Translation for a Choice Label
Given a user views translated choice labels in a poll, When they select "Suggest Improvement" on a label, Then a form appears allowing entry of the suggested translation and optional explanatory comment, And submission creates a feedback record linked to that choice.
Admin Review and Glossary Update Workflow
Given an administrator logs into the translation review dashboard, When they filter for newly submitted feedback items, Then each item displays context, original text, translated text, and user comments, And the administrator can accept suggestions to update the glossary or reject them with a reason.
Automated Logging and Retraining Trigger
Given user feedback is submitted, When the feedback record is created, Then the system logs the feedback entry with user ID, poll ID, timestamp, error type, and comments, And an event is enqueued to trigger retraining of the custom translation model.
User Confirmation of Feedback Submission
Given a user submits translation feedback, When the submission completes successfully, Then the user sees an on-screen confirmation message and, if opted in, receives an email acknowledgment within five minutes.

QuickReply Cards

Auto-generates context-aware reply suggestions in the user’s native language, enabling teachers and parents to respond with a single tap. This streamlines communications, saves time, and ensures accurate, barrier-free exchanges.

Requirements

Automatic Language Detection
"As a teacher, I want the system to detect the language of incoming messages automatically so that I can receive reply suggestions in the correct language without manual configuration."
Description

System automatically identifies the language of incoming messages using real-time language detection algorithms, ensuring that reply suggestions are generated in the user’s native language without manual selection. This feature integrates seamlessly with ClassLink’s communication stream, improving accuracy and reducing setup time, thus removing language barriers for diverse school communities.

Acceptance Criteria
Teacher Receives Message in Spanish
- Given a Spanish-language message arrives, when processed, then system detects Spanish with at least 95% confidence. - When generating quick reply suggestions, suggestions are presented in Spanish.
Parent Receives Message in Chinese
- Given a Chinese-language message arrives, when processed, system detects Chinese with at least 95% confidence. - Quick reply suggestions are provided in Simplified Chinese matching the context of the incoming message.
Low-Confidence Detection Triggers Manual Language Selection
- Given a message where automatic detection confidence falls below 60%, when processed, then system prompts the user to select the correct language. - The manual selection prompt appears within 2 seconds of message arrival.
Consistent Detection Across Follow-up Messages
- Given a thread of messages in the same language, when each new message arrives, then system detects the language consistently with at least 90% accuracy across all messages.
Multiple Languages in Single Message Identified
- Given a message containing two or more languages, when processed, then system identifies the primary language with at least 90% accuracy and recognizes secondary languages with at least 80% accuracy. - Quick reply suggestions are generated in the identified primary language.
Contextual Reply Suggestion Engine
"As a parent, I want the system to provide contextually appropriate reply suggestions so that I can respond quickly and accurately without crafting messages from scratch."
Description

Leverage natural language processing and machine learning to analyze the content and context of each message and generate up to three relevant, concise reply options. The engine adapts over time based on user selections and feedback, enhancing suggestion relevance and efficiency in parent-teacher communication.

Acceptance Criteria
Generating Suggestions for New Message
Given a new incoming message, the engine generates no more than three contextually relevant reply options within 2 seconds, each suggestion being concise (≤20 words) and accurately reflecting the message content.
Selecting a Suggested Reply
Given suggestions displayed below a received message, when the user taps on a suggestion, then the selected text populates the reply input field and the selection event is logged.
Adapting Suggestions Based on History
Given repeated user interactions, when similar message contexts occur, then at least 80% of top three suggestions match the user’s historical preferences and the model updates its weights after each selection.
Handling Multi-Language Messages
Given an incoming message in any supported language, the engine generates reply suggestions in that same language with correct grammar and vocabulary and tags the suggestions with the appropriate locale code.
Ensuring Suggestion Conciseness
All generated suggestions must not exceed 140 characters, form a complete sentence, and avoid ambiguous phrasing to ensure clarity.
One-Tap Reply Interface
"As a teacher, I want to respond to messages with a single tap so that I can save time during busy school days."
Description

Develop an intuitive UI component that displays suggested replies as tappable cards beneath each message. Tapping a card populates the reply field instantly, allowing users to send messages with a single action. The interface adheres to ClassLink’s design standards and supports mobile and desktop layouts.

Acceptance Criteria
Displaying Suggested Reply Cards
Given a user views a message with quick reply suggestions When the message is rendered Then exactly three tappable suggestion cards appear below the message, matching the message context
Populating Reply Field on Tap
Given a suggestion card is displayed When the user taps the card Then the reply input field is populated instantly with the card text and the send button is enabled
Responsive Layout Adaptation
Given the interface is displayed on mobile or desktop When the viewport width changes Then the suggestion cards reflow appropriately, maintaining readability and tappable size according to ClassLink UI guidelines
Design Standard Compliance
Given the ClassLink design system When suggestion cards are rendered Then they use the correct font, color, iconography, and spacing as defined in the style guide
Localization of Reply Suggestions
Given a user’s language preference is set When suggestions are generated Then they appear in the user’s native language with correct grammar and punctuation
Customizable Response Templates
"As a principal, I want to add school-specific templates to the quick reply list so that all staff can maintain consistent messaging with parents."
Description

Allow administrators and users to create, edit, and prioritize custom reply templates that appear alongside auto-generated suggestions. This customization accommodates school-specific language, policies, and frequently used phrases, ensuring consistency and personalization in communications.

Acceptance Criteria
Admin Creates and Prioritizes a New Template
Given an administrator is on the Custom Templates page When they create a new template named 'Re: Missing Assignment', assign it High priority, and save Then the template appears at the top of the suggestion list with the correct name and priority indicator
User Edits an Existing Custom Template
Given a user selects an existing template 'Homework Reminder' When they modify the text to 'Reminder: Upcoming Homework' and save Then the updated template appears in the suggestion list with the new text
Template Overrides Auto-generated Suggestions Based on Priority
Given both auto-generated suggestions and custom templates exist When a user opens QuickReply cards for a message Then custom templates with higher priority are displayed before auto-generated suggestions
User Reorders Custom Templates
Given a list of custom templates When a user drags the 'Parent-Teacher Conference' template to position 2 and saves Then the template appears in position 2 in the suggestion list
Changes Persist Across Sessions
Given a user has added and prioritized templates When they log out and log back in Then the custom templates list maintains the added templates and their assigned priorities
Performance and Scalability Optimization
"As a system administrator, I want the reply suggestion feature to remain fast and reliable during heavy usage so that teachers and parents never experience lag."
Description

Ensure the QuickReply Cards feature maintains sub-300ms suggestion generation latency at scale by optimizing algorithms, caching common phrases, and leveraging asynchronous processing. This requirement supports high concurrency during peak usage times and integrates with ClassLink’s existing performance monitoring tools.

Acceptance Criteria
Peak Usage Concurrency Scenario
Given 1000 concurrent users at peak load, when QuickReply suggestions are requested, then 95% of suggestions are generated within 300ms.
Cold Start Latency Scenario
Given the service restart, when the first QuickReply suggestion is generated for a user, then the latency does not exceed 300ms.
Cached Phrase Retrieval Scenario
Given a repeated request for a common QuickReply phrase, when the phrase is served from cache, then the response time is under 50ms.
Monitoring Integration Validation Scenario
Given performance monitoring tools, when suggestion generation occurs, then latency metrics are logged and alert triggers if any request exceeds 300ms.
Multilingual Suggestion Generation Scenario
Given a user’s native language setting, when QuickReply suggestions are generated, then suggestions are localized correctly within a 300ms latency threshold.

OriginalToggle

Allows users to instantly switch between the translated message and the original text. This feature enhances transparency, builds trust, and helps clarify nuances by giving access to both versions on demand.

Requirements

OriginalToggle UI Component
"As a parent or teacher, I want to click a toggle to view the original message text so that I can verify nuances that may be lost in translation."
Description

Develop a user interface component that provides an intuitive toggle control allowing users to switch between the translated and the original message instantly. The toggle should be prominently placed within message views and use clear labels or icons to indicate each state. It must integrate seamlessly with the existing messaging UI framework and adapt to various screen sizes and devices, ensuring consistency with the overall design language.

Acceptance Criteria
Toggle Visibility in Message Detail View
Given a user is viewing a translated message, When the user clicks the OriginalToggle control, Then the original message text replaces the translated text, and the toggle label updates to “Translated”.
State Persistence Across Navigation
Given a user switches to the original text using the OriginalToggle, When the user navigates away from the message and returns, Then the message remains in its last toggled state (original or translated) consistently.
Responsive Design on Mobile and Desktop
Given the messaging UI rendered on various screen sizes, When the OriginalToggle is displayed, Then it remains fully visible, correctly positioned, and tappable/clickable without overlap or clipping.
Accessible Labels and Screen Reader Support
Given a user relies on a screen reader, When the user focuses on the OriginalToggle control, Then the screen reader announces the control name and current state (e.g., “Original text, toggle button, off”).
Seamless Integration with Message Load
Given a new message is loaded in the view, When the OriginalToggle control is present, Then toggling between original and translated text occurs without causing message reload failures or UI flickering within 200ms.
Toggle State Persistence
"As a user, I want the system to remember my toggle selection so that I don't have to reselect my preferred view every time I return."
Description

Implement functionality to save and restore each user's toggle state preference (original or translated view) across sessions and devices. The system should remember the last selected state per conversation or message thread and automatically apply it when the user revisits the message. This ensures a consistent user experience and reduces repetitive actions.

Acceptance Criteria
Restoring Toggle State on Revisit
Given a user has previously toggled to either Original or Translated view for a message thread, When the user navigates away and later returns to the same thread on any device, Then the system should automatically apply the last selected toggle state without additional input.
Persisting Toggle State Across Devices
Given a user toggles the view in a conversation on one device, When the user opens the same conversation on a different authenticated device, Then the system should display the view in the same state as last toggled.
Default Toggle State for New Conversations
Given a new message thread with no prior toggle history for the user, When the thread is first opened, Then the system should default to the user’s global preference or the translated view if no global preference is set.
Updating Saved State on Toggle Action
Given a user changes the view state in an active conversation, When the toggle is used, Then the system should immediately save the new state to the user’s profile so that subsequent visits reflect the update.
Handling Preference Reset
Given a user resets their toggle preferences from settings, When the reset is confirmed, Then all conversation-specific toggle states should revert to the default behavior for future visits.
Accessibility Compliance
"As a visually impaired user, I want to navigate and operate the toggle control with screen readers and keyboard shortcuts so that I can access both original and translated messages independently."
Description

Ensure the toggle control meets accessibility standards (WCAG 2.1) by providing keyboard navigation, screen-reader labels, and sufficient contrast. Implement ARIA roles and states so that assistive technologies accurately describe the control's function and current state. Test across popular assistive devices to guarantee an inclusive experience.

Acceptance Criteria
Keyboard Navigation Accessibility
Given a user navigates via keyboard, When focus reaches the OriginalToggle, Then the toggle must be reachable and operable using Tab, Enter, and Space keys in a logical sequence.
Screen Reader Labeling
Given a screen reader is active, When focus lands on the OriginalToggle, Then it exposes a clear accessible name and current state via aria-label and aria-pressed attributes.
Contrast Ratio Compliance
Given the visual design of the OriginalToggle, Then the text and icon color contrast ratio against their background must meet at least 4.5:1 for normal text and 3:1 for graphical components.
ARIA Role and State Implementation
Given assistive technology queries the control, Then the OriginalToggle must report the correct ARIA role (button or switch) and accurately reflect its state using aria-pressed or aria-checked.
Assistive Device Compatibility
Given usage on NVDA, JAWS, VoiceOver, and TalkBack, When the toggle state changes, Then each screen reader must announce the control’s name and updated state correctly.
Performance Optimization
"As a teacher using a mobile device, I want the toggle to switch instantly without waiting so that I can review messages quickly between tasks."
Description

Optimize the toggle mechanism to switch message content without full page reloads or significant delays. Use client-side rendering and efficient state management to update the view instantly. Monitor CPU and memory usage to prevent performance degradation, especially on low-powered devices.

Acceptance Criteria
Analytics Tracking
"As a product manager, I want to see how often users switch to the original text so that I can understand feature adoption and plan enhancements."
Description

Integrate event tracking for toggle usage to capture metrics such as toggle frequency, preferred view selection, and user demographics. Ensure data collection complies with privacy policies and anonymization requirements. Provide a dashboard for product managers to visualize usage patterns and inform future improvements.

Acceptance Criteria
User Toggles to Original Text on Web Portal
Given a user views a translated message on the web portal, when the user clicks the 'Original Text' toggle, then an analytics event is recorded with anonymized user_id, message_id, timestamp, device_type, and selected_view='original'.
User Toggles to Translated Text on Mobile App
Given a user views an original message on the mobile app, when the user clicks the 'Translated Text' toggle, then an analytics event is recorded with anonymized user_id, message_id, timestamp, device_type, and selected_view='translated'.
Privacy-Compliant Data Collection
When capturing toggle events, then all user identifiers are anonymized via one-way hashing, no PII is stored in analytics logs, and data retention complies with the organization's privacy policy.
Dashboard Visualizes Toggle Usage Patterns
Given the analytics database is up to date, when the product manager opens the toggle analytics dashboard, then metrics including toggle frequency by view type, daily active users, and device breakdown are displayed within 15 minutes of event occurrence.
Aggregate Toggle Metrics by User Demographics
Given collected toggle events over a month, when generating the monthly report, then toggle usage is aggregated by school, grade level, and language preference, and the report is available for CSV export.

VoiceTranslate

Automatically converts voice messages into the recipient’s preferred language, then replays them in natural-sounding speech. This creates an inclusive environment for verbal updates and reduces misunderstandings in voice-based communication.

Requirements

Auto Source Language Detection
"As a teacher, I want the system to automatically recognize the language of voice messages I receive so that I don’t have to specify it and can get translations immediately."
Description

Automatically detect the spoken language of each incoming voice message by analyzing audio patterns and leveraging language identification models. This ensures that the system routes the message through the appropriate translation pipeline without manual input, reducing latency and minimizing user effort. Integration with the voice input module and transcription service guarantees seamless operation and reliable language recognition across diverse dialects and accents.

Acceptance Criteria
Spanish Voice Message Detection
Given a parent sends a voice message in Spanish, when the system analyzes the audio, then it should correctly identify the source language as "es" with a confidence score of at least 90%.
Accented English Detection
Given a user sends a voice message spoken in English with a regional accent, when the system processes the audio, then it should correctly detect the source language as "en" with a confidence score of at least 85%.
Simultaneous Message Processing
Given multiple concurrent voice messages are received, when the system performs language detection for each, then it should process up to 20 messages in parallel and return results for each within 2 seconds.
Low-Confidence Fallback
Given the system’s confidence score for detected language is below 50%, when the detection step completes, then the system should prompt the user to manually select the source language.
Automatic Translation Pipeline Routing
Given the source language is detected, when the detection step finishes, then the message should automatically enter the correct translation pipeline matching the detected source language to the recipient’s preferred target language.
Real-Time Translation Engine
"As a parent, I want my incoming voice messages translated instantly into my preferred language so that I can understand updates from my child’s teacher without delay."
Description

Implement a robust translation engine that converts transcribed voice content from the detected source language into the recipient’s preferred target language in real time. The engine should support contextual accuracy, handle idiomatic expressions, and maintain message intent. Integration with cloud-based translation APIs and on-premise fallback services ensures high availability and low latency for K-12 communication scenarios.

Acceptance Criteria
Real-time translation of teacher voice message
Given a teacher records a voice announcement in English When the message is transcribed and translated Then the Spanish text appears within 2 seconds and the audio playback in Spanish is clear and natural-sounding
Fallback to on-premise translation service on cloud API failure
Given the cloud translation API returns an error When the system detects the failure Then it automatically switches to the on-premise service within 1 second and delivers the translated voice message without user interruption
Accurate handling of idiomatic expressions
Given the source message contains idiomatic expressions When the translation engine processes the content Then idioms are contextually translated with at least 95% accuracy as verified by linguistic QA
Preservation of original tone and intent
Given the original voice message uses a formal or informal tone When translating into the target language Then the output maintains the same tone and intent as measured by a sentiment analysis score consistent within ±5% of the source
Low-latency voice polling feedback translation
Given a parent responds to an interactive poll via voice When the system translates the response Then the translated voice feedback is delivered in under 3 seconds with speech recognition and translation accuracy above 90%
Natural Voice Synthesis
"As a student, I want translated voice messages to sound natural and clear so that I can easily comprehend and feel the original speaker’s tone."
Description

Generate high-quality, natural-sounding speech in the target language using advanced text-to-speech models. The synthesized audio should capture appropriate prosody, intonation, and clarity to preserve the emotional tone of the original message. Integration with the playback component of ClassLink ensures users can listen to translated messages seamlessly on any device.

Acceptance Criteria
Mobile Playback of Translated Voice Message
Given a parent has received a translated voice message and opens it on their mobile device When the parent taps the play button Then the system plays the translated audio in the recipient’s preferred language with clear, natural-sounding speech and completes playback without errors
Desktop Browser Playback
Given a teacher accesses a translated voice message on a desktop browser When the teacher clicks the play icon Then the audio renders with correct prosody and intonation, and playback starts within two seconds
Preservation of Emotional Tone
Given an original voice message with an emotional tone (e.g., excitement or concern) When the message is translated and synthesized Then the generated speech maintains the same emotional cues through appropriate pitch, stress, and pacing
Prosody Accuracy in Long Messages
Given a long voice message (over 60 seconds) When it is translated and synthesized Then the entire audio output maintains consistent prosody and intonation, with no sections sounding robotic or monotone
Low-Latency Response Time
Given a user submits a voice message for translation When the translation request is processed Then the translated audio file is generated and ready for playback within five seconds of submission
User Language Preference Management
"As a parent, I want to configure my preferred language for all translations so that I always receive messages in the language I understand best."
Description

Enable users to set and update their preferred languages for voice translation within their profile settings. The system should allow multiple language configurations and default fallback options. Preferences must be stored securely and applied automatically during each translation process, ensuring personalized communication for every user.

Acceptance Criteria
Setting a Primary Language Preference
Given a user is on their profile settings page When they select a preferred language and save Then the system persists this selection and displays a confirmation message
Adding Multiple Language Preferences
Given a user has access to the language preference management interface When they add a new language to their preferences and set its priority order Then the system updates their profile with the new language list in the correct order
Default Fallback Language Application
Given a voice message is received in an unsupported language When the system attempts translation Then it uses the default fallback language specified in the user’s preferences
Secure Storage of Preferences
Given a user’s language preferences are stored in the system When preferences are saved or updated Then the system encrypts the data at rest and ensures only authorized services can access it
Automatic Language Selection During Translation
Given a voice message is delivered to a user When their language preferences exist in the system Then the translation engine automatically uses the highest-priority preferred language for conversion without manual selection
Error Handling and Fallback Mechanisms
"As a teacher, I want to be informed if a voice translation fails and see a text fallback so that I can ensure my message still reaches parents accurately."
Description

Implement comprehensive error handling for translation failures, including automatic retries, fallback to text display, and user notifications for unsupported languages or network issues. Logging and analytics should capture failure reasons to enable continuous improvement of translation accuracy and system reliability.

Acceptance Criteria
Network Interruption During Translation
Given a user submits a voice message for translation When network interruption occurs Then the system must automatically retry the translation up to 3 times within a 30-second window And if all retries fail the system falls back to displaying the original transcript as text and presents a notification alerting the user of the network issue
Unsupported Language Selected
Given a user selects a target language not supported by the system When a translation request is made Then the system must immediately present the original audio transcript as text and display a notification stating the chosen language is not supported
Temporary Service Outage Recovery
Given the translation service returns a 503 Service Unavailable error When the system detects this error Then it retries the request after exponential backoff intervals (1s, 2s, 4s) up to a maximum of 3 attempts And if service remains unavailable the system falls back to text display and notifies the user of service unavailability
Translation Error Logging
Given any translation failure occurs When a retry or fallback is triggered Then the system logs the error details including user ID, timestamp, source and target languages, error code, and number of retry attempts to the analytics database
Successful Retry After Temporary Error
Given a transient error occurs on the first translation attempt When the system automatically retries Then the second or third attempt must complete successfully and deliver translated audio to the user without displaying fallback messages

PhraseLibrary

Lets users save custom phrases and school-specific terminology to a personal glossary, ensuring consistent, accurate translations. This tailored approach preserves institutional jargon and avoids repetitive corrections.

Requirements

Add Custom Phrase
"As a teacher, I want to add custom school-specific phrases to my personal glossary so that I can maintain consistent terminology in my communications without retyping common terms."
Description

Enable users to create and save new custom phrases and terms in their personal glossary. The feature should provide a simple interface for entering phrase text, optional definitions, and associated metadata such as language and context tags. Upon saving, phrases must be stored persistently and be immediately available for use in message composition, ensuring users can quickly reuse institutional jargon without manual retyping.

Acceptance Criteria
Creating a New Custom Phrase
Given the user is on the PhraseLibrary page, when the user enters unique phrase text and clicks 'Save', then the phrase appears in the glossary list with the correct text.
Adding Metadata to Phrase
Given the user fills optional language and context tag fields when creating a phrase, then the saved phrase displays the selected metadata in its details view.
Persistence Across Sessions
Given the user has saved a custom phrase, when the user logs out and logs back in, then the phrase remains in the personal glossary.
Phrase Availability in Compose Interface
Given the user composes a new message, when the user accesses the phrase insertion dropdown, then all saved custom phrases are listed and selecting one inserts the phrase into the message body.
Validation of Required Fields
Given the phrase creation form, when the user attempts to save without entering phrase text, then an inline validation error is displayed and the 'Save' button remains disabled.
Phrase Tagging and Categorization
"As a parent, I want to tag and categorize saved phrases so that I can filter and find the right terminology for different classes or events more efficiently."
Description

Allow users to assign categories and custom tags to saved phrases for easier organization and retrieval. The system should support creating, editing, and deleting category labels, and enable filtering and searching within the PhraseLibrary by category, tag, or keyword. This structured organization helps users locate relevant phrases quickly and maintain a well-organized glossary.

Acceptance Criteria
Creating a New Category Label
Given the user is on the PhraseLibrary settings page, When they enter a unique category name and click “Save,” Then the new category appears in the category list and is available for tagging phrases.
Editing an Existing Category Label
Given a category exists in the PhraseLibrary, When the user selects “Edit,” changes the category name, and confirms, Then the category name updates across the UI and all associated phrases reflect the new name.
Deleting a Category Label Not in Use
Given a category with no associated phrases, When the user selects “Delete” and confirms the action, Then the category is removed from the list and cannot be assigned to any phrase.
Filtering Phrases by Tag
Given multiple phrases have various custom tags, When the user selects a specific tag from the filter dropdown, Then only phrases containing that tag are displayed in the PhraseLibrary list.
Searching Phrases by Keyword
Given phrases contain searchable terms in their text or tags, When the user enters a keyword in the search bar and presses Enter, Then the system returns all phrases whose text or tags include the keyword.
Bulk Import and Export
"As a school admin, I want to import a list of approved institutional phrases in bulk so that teachers can immediately access standardized terminology without manual entry."
Description

Support importing and exporting phrase libraries through standard file formats (CSV or JSON). Users should be able to download their glossary for backup or sharing, and upload a prepared file to populate their PhraseLibrary in bulk. The import process must include validation of phrase entries to prevent duplicates and ensure format consistency.

Acceptance Criteria
Importing phrases from a valid CSV file
Given a user has a properly formatted CSV file with unique 'Phrase ID', 'Phrase Text', and 'Translation'; When they upload the file through the import interface; Then the system validates the format, processes each row, and adds each phrase to their PhraseLibrary; And the user sees a success message listing all successfully imported phrases.
Importing phrases from a malformed JSON file
Given a user uploads a JSON file missing required fields or with invalid data types; When the system validates the file; Then the import is halted; And the user receives an error message identifying each invalid entry and the validation rule failed; And no phrases are imported.
Exporting phrase library to CSV
Given a user requests to export their current PhraseLibrary; When they select the 'Export' option and choose CSV format; Then the system generates and downloads a CSV file that includes all phrase entries and associated metadata in the correct schema; And the downloaded file size and structure match the expected standards.
Preventing duplicate entries on import
Given the user’s PhraseLibrary already contains a phrase with identical 'Phrase Text' and 'Translation'; When the user imports a file containing that same entry; Then the system detects and skips the duplicate; And the user is notified of which entries were skipped due to duplication.
Bulk import performance under large file upload
Given a user uploads a file containing up to 10,000 phrase entries; When they initiate the import process; Then the system completes the import within 60 seconds; And the UI displays a progress indicator that updates at least every 5% of completion.
Contextual Phrase Suggestions
"As a teacher, I want to see autocomplete suggestions for my saved phrases while typing a message so that I can quickly insert standardized terminology without searching my glossary manually."
Description

Provide real-time phrase suggestions from the user’s glossary while composing messages. The suggestion engine should analyze the current text input, offer matching phrases via an autocomplete dropdown, and allow one-click insertion. This feature reduces typing effort and ensures consistency by promoting previously defined terms exactly as saved.

Acceptance Criteria
Autocomplete Dropdown Activation
Given a user has saved custom phrases in their glossary, when they type three or more characters in the message compose box, then an autocomplete dropdown displays phrases containing the input text.
One-Click Phrase Insertion
Given the autocomplete dropdown is visible with matching phrases, when the user clicks on a phrase suggestion, then the phrase is inserted at the cursor position and the dropdown closes.
No Suggestions for Non-Matching Input
Given a user’s input does not match any glossary phrase, when typing in the message compose box, then no autocomplete dropdown is displayed.
Case-Insensitive Phrase Matching
Given a glossary phrase exists with mixed-case characters, when the user types the phrase in a different case, then the suggestion engine still displays the matching phrase in the dropdown.
Suggestion Display Limit
Given more than ten phrases match the user’s input, when generating autocomplete suggestions, then only the top ten most relevant phrases are displayed in the dropdown.
Institution-wide Glossary Management
"As a school administrator, I want to manage a centralized glossary of approved phrases so that all staff and parents use consistent, institutionally vetted terminology in their messages."
Description

Enable administrators to curate a shared institutional glossary that all users within the school can access. Admins should have tools to approve, edit, or remove phrases contributed by teachers, set visibility permissions, and push updates to all users. This ensures authoritative control over official terminology and maintains consistency across school-wide communications.

Acceptance Criteria
Admin Adds a New Institutional Glossary Term
Given an administrator is on the glossary management page, when they enter a valid term name, definition, and visibility settings and click “Add,” then the new term is saved in the institutional glossary and displayed in the list with correct details.
Approving a Teacher-Contributed Term
Given an administrator views the “Pending Contributions” list, when they select a contributed term and click “Approve,” then the term moves from pending to the official glossary and is marked as “Approved” with the approver’s name and timestamp.
Editing an Existing Glossary Entry
Given an administrator selects an existing glossary entry, when they modify the term or definition and click “Save,” then the system updates the entry, retains its version history, and displays the updated content in the glossary.
Deleting a Glossary Entry
Given an administrator chooses to delete a glossary entry, when they confirm the deletion, then the term is removed from the institutional glossary and no longer appears in any user’s glossary search or suggestion lists.
Setting and Verifying Visibility Permissions
Given an administrator configures role-based visibility for a glossary term, when a user with a permitted role views a message containing the term, then the glossary suggestion appears on hover, and when a user without permission views it, no suggestion is shown.

ContextKeeper

Maintains conversation context across multiple messages by tracking topic threads and previous translations. It ensures continuity in long chats, reducing confusion and helping both parties stay aligned on ongoing discussions.

Requirements

Multi-Message Thread Tracking
"As a teacher, I want the system to automatically track message threads so that I can follow conversations without losing context."
Description

Automatically detect and link messages belonging to the same conversation thread across multiple messages, visually grouping them in the ClassLink messaging interface. This feature ensures that ongoing discussions retain their sequence and context, enabling both teachers and parents to follow complex conversations without confusion. By tagging and threading related messages, the system enhances clarity, reduces repetitive queries, and supports streamlined communication.

Acceptance Criteria
Sequential Message Threading
Given two messages exchanged between the same teacher and parent within 10 minutes on any device, When the recipient views their conversation feed, Then the messages are visually grouped under a single expandable thread indicator.
Conversation Thread Grouping in Inbox
Given multiple related messages labeled with the same topic tag, When a user opens their inbox overview, Then each thread is shown as one entry displaying the latest message snippet and an unread count badge.
Cross-Device Thread Persistence
Given a conversation thread initiated on the ClassLink web interface, When the user switches to the mobile app, Then the thread grouping, history, and read/unread states are preserved and displayed identically.
Thread Identification for New Messages
Given a user replies to an existing conversation topic, When the message is sent, Then the system automatically tags and links it to the correct thread based on participant IDs, subject keywords, and timestamp proximity.
Manual Thread Assignment Correction
Given a message has been incorrectly grouped, When a teacher drags or selects a different thread assignment option, Then the message moves to the chosen thread and both threads update their message counts and visual grouping accordingly.
Cross-Session Context Recall
"As a parent, I want the conversation context to persist across devices so that I can continue the discussion seamlessly."
Description

Persist conversation context across user sessions and devices by storing relevant metadata and message history in a centralized repository. When users log in on any device, the system retrieves and restores the exact thread state, ensuring seamless continuation of discussions. This capability enhances user experience by eliminating context loss and supporting flexible device switching.

Acceptance Criteria
User switches from web to mobile mid-conversation
Given a user is engaged in an active conversation thread on the web app When the user logs into the mobile app Then the full conversation history and context metadata are restored in the mobile session within 2 seconds
User logs out and logs back in after 24 hours
Given a user logs out of all devices and returns after 24 hours When the user logs back in on any device Then the conversation thread resumes at the last message read, and all context tags remain intact
User accesses conversation from multiple devices simultaneously
Given a user is logged in on Device A and Device B When a new message is sent or the user reads existing messages Then both devices display the same updated conversation context in real time
Context data retrieval under high load
Given the system is handling 10,000 concurrent users When a user requests conversation context Then the system retrieves and displays the correct thread state within 2 seconds 99% of the time
User resumes translated thread after device switch
Given a user requests an in-line translation of previous messages on one device When the user switches to another device Then the translated messages and original context are available without additional translation requests
Contextual Prompt Prepending
"As a parent, I want notifications to include brief context so that I understand the reference immediately."
Description

Automatically prepend concise, relevant context snippets to outgoing messages and notifications to clarify references and maintain continuity. Before delivering a notification or sending a message, the system extracts key preceding information and includes it in the prompt. This ensures recipients immediately understand the context, reducing follow-up questions and improving response accuracy.

Acceptance Criteria
Real-time Notification Context Prepend
Given a real-time assignment due date alert is generated, When preparing the notification, Then include a 'Context:' snippet of the previous message (up to 120 characters) at the beginning of the notification.
Interactive Poll Context Prepend
Given a follow-up interactive poll, When dispatching the poll notification, Then prepend the previous question summary (up to 100 characters) at the top of the message.
Chat Response Context Prepending
Given a user replies in an ongoing chat thread, When drafting the outgoing message, Then insert the last user message snippet (up to 80 characters) into the AI prompt before sending.
Email Thread Context Summary
Given an email summary after inactivity, When compiling the summary email, Then prepend a brief summary of the last thread topic (up to 150 characters) at the start of the email body.
Missed Notification Catch-up
Given a user views missed notifications, When displaying the list, Then show each notification with its context snippet (up to 100 characters) shown above the message title.
Topic Summarization
"As a teacher, I want to view a summary of a long conversation so that I can quickly understand its key points."
Description

Generate on-demand, concise summaries of lengthy conversation threads by identifying and highlighting key points, decisions, and action items. Users can request a summary at any time to quickly catch up on the discussion's main topics without scrolling through every message. This feature enhances productivity by saving time and ensuring all participants stay informed.

Acceptance Criteria
On-Demand Summary Request
Given a user clicks the 'Summarize Thread' button when viewing a conversation of at least 20 messages, when the request is processed, then the system returns a concise summary listing key points, decisions, and action items within 5 seconds.
New Participant Join Summary
Given a new participant joins an active conversation containing 30 or more messages, when they request a summary, then the system generates and displays a summary of the most recent 10 key messages, decisions made, and outstanding action items.
Keyword-Based Summary Generation
Given a user enters one or more keywords when initiating a summary, when the summary is generated, then the system includes only messages containing those keywords along with their related decisions and next steps.
Email Notification of Summary
Given a user selects the 'Send Summary via Email' option, when the summary is generated, then the system emails a formatted summary to the user’s registered address within 1 minute.
Multi-Threaded Conversation Summary
Given a conversation contains multiple topic threads, when a summary is requested, then the system identifies and segments the summary into separate sections for each thread with clear headings and related action items.
Context Overflow Handling
"As a system administrator, I want the system to remove outdated context entries so that performance remains optimal."
Description

Monitor the context buffer to detect and prune stale or low-relevance data, preventing performance degradation in prolonged conversations. Implement relevance scoring and configurable thresholds to automatically discard outdated context while preserving essential information. This ensures the system remains responsive and scalable even during extended multi-topic dialogs.

Acceptance Criteria
Detecting Stale Context During Extended Chat Sessions
Given a conversation exceeds 100 messages without new topic indicators, when the relevance scorer runs, then all messages with scores below 0.2 are marked for pruning.
Pruning Low-Relevance Messages in Multi-Topic Dialogues
Given multiple topic threads are active, when the system reevaluates context every 10 messages, then messages with the lowest 10% relevance scores are removed automatically.
Configurable Threshold Trigger for Context Pruning
Given an administrator sets a threshold value, when context scoring falls below this threshold, then the system prunes messages until the overall relevance average meets or exceeds the threshold.
Critical Context Preservation Under High Load
Given system load exceeds 80% CPU utilization, when pruning is required, then messages tagged as ‘critical’ by user specification must never be pruned regardless of score.
Relevance Score Adjustment by Administrators
Given an administrator modifies relevance weighting parameters, when the next scoring cycle executes, then context items are reprioritized and pruned according to the updated weights within 5 seconds.

Translator Insights

Displays confidence scores and highlights potential ambiguities in translations, allowing users to review and adjust text if needed. This transparency boosts user confidence and minimizes miscommunication risks.

Requirements

Confidence Score Display
"As a teacher or parent, I want to see a confidence score for each translation so that I can quickly determine if the translation is reliable or needs review."
Description

Implement a visual indicator adjacent to each translated text segment that displays a numerical confidence score (ranging from 0% to 100%). This indicator should be color‐coded (e.g., green for high, yellow for medium, red for low) and integrated seamlessly into the existing ClassLink interface, ensuring users can quickly assess translation reliability at a glance. The feature must retrieve real‐time scoring data from the translation engine and update dynamically as edits are made.

Acceptance Criteria
Adjacent Confidence Score Display
Given a translated text segment is rendered, When the segment appears on screen, Then a numerical confidence score between 0% and 100% is displayed immediately adjacent to the segment.
Color-Coded Confidence Indicator
Given a displayed confidence score, When the score is within defined thresholds (≥80% green, 50–79% yellow, <50% red), Then the background color of the score indicator matches the corresponding color code.
Dynamic Score Update on Edit
Given a user modifies the translated text, When the translation engine recalculates confidence, Then the displayed confidence score updates within 1 second to reflect the new value.
Real-Time Data Retrieval from Translation Engine
Given a translation request is completed, When the translation engine returns the translated segment, Then the system concurrently retrieves the associated confidence score via API and displays it without additional user action.
Seamless UI Integration
Given the existing ClassLink interface, When confidence score indicators are introduced, Then they align with current typography, spacing, and styling guidelines and do not disrupt existing layout or functionality.
Ambiguity Highlighting
"As a user, I want ambiguous translations to be highlighted so that I can identify portions of the text that may require manual correction or clarification."
Description

Automatically detect and highlight words or phrases with multiple possible interpretations in the target language. When ambiguity is detected, underline or outline the text and provide a prompt that alerts users to potential translation issues. This feature should work in tandem with the confidence score and allow users to click on highlighted sections for more context or alternative translations.

Acceptance Criteria
Detect and highlight ambiguous terms
Given translated text containing words or phrases with multiple possible interpretations, when the translation is generated, then each ambiguous term is underlined or outlined and accompanied by a prompt indicating potential ambiguity.
Display ambiguity alongside confidence score
Given a translation result with a confidence score below a predefined threshold, when the user views the translation, then the low confidence score is displayed prominently alongside highlighted ambiguous terms in the translation panel.
Interactive alternative translation suggestions
Given a user clicks on an underlined ambiguous term, when the click event is triggered, then a list of at least three alternative translations with context examples is displayed, allowing the user to select and replace the original term.
Real-time highlighting during editing
Given the user edits or enters new text into the translation input field, when the user pauses typing for more than 1 second, then the system processes the text and highlights any ambiguous terms within 2 seconds.
Accessible ambiguity prompts
Given a user navigates the highlighted terms via keyboard or screen reader, when focus moves to an ambiguous term, then an ARIA-compliant tooltip appears describing the ambiguity, and the term is announced correctly by the screen reader.
Interactive Explanation Tooltips
"As a parent, I want to see explanations for low confidence scores or ambiguities so that I understand why the translation might be problematic and what factors influenced it."
Description

Provide contextual tooltips for both confidence scores and highlighted ambiguous segments. When a user hovers or taps on these elements, display a tooltip explaining the scoring criteria or reasons for ambiguity (such as cultural nuances or polysemy). The tooltips should include simple, non‐technical language to ensure accessibility for all users.

Acceptance Criteria
Hovering Over Confidence Score Displays Tooltip
Given a user views a translation with a confidence score, when they hover over the confidence score element, then a tooltip appears explaining the score criteria (e.g., "High confidence: low likelihood of translation error") in simple language.
Tapping Confidence Score on Mobile Shows Tooltip
Given a user uses a touch device and views a translation with a confidence score, when they tap the confidence score element, then a tooltip appears explaining the scoring rationale in non-technical terms.
Hovering Over Highlighted Ambiguous Text Displays Tooltip
Given a user views a translated segment flagged as ambiguous, when they hover over the highlighted text, then a tooltip appears explaining the potential ambiguity reason (e.g., cultural nuance, polysemy).
Tapping Highlighted Ambiguous Text on Mobile Shows Tooltip
Given a user uses a touch device and views an ambiguous segment highlight, when they tap the highlighted segment, then a tooltip appears explaining the ambiguity source in accessible language.
Tooltip Content Uses Accessible, Non-Technical Language
Given a user reads any tooltip, then the tooltip text is free of jargon, uses simple vocabulary at or below a 6th-grade reading level, and contains no more than two sentences.
Tooltip Positioning Does Not Obscure Underlying Text
Given a tooltip is triggered, then it appears adjacent to the hovered or tapped element without covering the underlying text or UI controls, and adjusts its position to stay within the viewport.
Real-Time Update Mechanism
"As a teacher editing a translation, I want immediate feedback on confidence and ambiguity so that I can iteratively improve the translation without lag."
Description

Ensure that confidence scores and ambiguity highlights refresh in real time as users edit translated text. This requires establishing a bidirectional data flow between the text editor component and the translation engine, minimizing latency to under 500ms per update. The mechanism must maintain UI responsiveness and not disrupt the user’s editing experience.

Acceptance Criteria
Live Confidence Score Refresh During Editing
Given a user edits translated text in the editor, when the text is modified, then the confidence score must update within 500ms of the change and display the new score without manual refresh
Ambiguity Highlight Update on Text Change
Given a user modifies translated text, when text is altered, then ambiguous phrases must be re-evaluated and highlighted appropriately within 500ms and previous highlights removed
Bidirectional Data Flow Validation
Given a change in either the text editor or translation engine, when the change occurs, then the updated text and associated scores or highlights must synchronize bidirectionally without data loss or mismatch
Latency Performance Under Load
Given 50 concurrent users editing translated text, when simultaneous updates occur, then at least 95% of confidence score and highlight updates must complete within 500ms
Editor UI Responsiveness Verification
Given continuous user typing at 5 characters per second, when real-time updates occur, then the editor UI must maintain at least 60 FPS and show no input lag or stutter
Customizable Confidence Thresholds
"As a user, I want to define my own confidence thresholds so that I can tailor alerts to my comfort level and reduce unnecessary warnings."
Description

Enable users to set personalized confidence threshold levels that determine when scores or ambiguities are flagged. Provide a settings panel where users can choose their preferred thresholds for low, medium, and high confidence, and toggle automatic alerts. These settings should be saved per user account and apply consistently across devices.

Acceptance Criteria
Accessing the Confidence Thresholds Settings Panel
Given a logged-in user on the Translator Insights feature, when they navigate to the user settings, then the Confidence Thresholds panel is displayed with fields for low, medium, and high thresholds and an automatic alerts toggle.
Configuring Valid Confidence Levels
Given the user is on the Confidence Thresholds panel, when they enter numeric values between 0 and 100 for low, medium, and high thresholds and click Save, then the system accepts the inputs without error and displays a confirmation message.
Preventing Invalid Threshold Inputs
Given the user enters a threshold value outside the 0–100 range or sets medium threshold not between low and high, when they attempt to save, then the system displays inline validation errors for each invalid field and disables the Save action until corrected.
Persisting Threshold Settings Across Sessions and Devices
Given the user successfully saves custom thresholds and logs out, when they log back in on the same or a different device, then the previously saved low, medium, and high threshold values and alert toggle state are loaded and displayed correctly.
Triggering Automatic Alerts Based on Configured Thresholds
Given custom thresholds are saved and automatic alerts are enabled, when a translation’s confidence score falls below a threshold, then the system generates the corresponding low or medium confidence alert; if automatic alerts are disabled, no alerts are generated.

SmartQueue

Automatically organizes incoming vehicles into a virtual queue based on real-time GPS data, giving teachers a clear, prioritized list of expected arrivals and reducing traffic congestion during pickup periods.

Requirements

Real-Time GPS Data Ingestion
"As a school administrator, I want the system to ingest live GPS data from student vehicles so that I can have accurate, real-time information on incoming traffic to manage pickup efficiently."
Description

The system must ingest and process live GPS data from student pickup vehicles, normalizing disparate data formats and ensuring minimal latency. This component interfaces with external GPS providers via secure APIs, validating location accuracy and updating vehicle positions in real time. By maintaining an up-to-date location feed, SmartQueue can accurately predict arrival sequences and dynamically adjust the virtual queue, reducing manual monitoring and preventing bottlenecks during high-traffic periods.

Acceptance Criteria
Initial Vehicle Position Update
Given the system is subscribed to the GPS provider, When the first vehicle data packet is received, Then the system shall ingest, normalize, and store the vehicle position record within 5 seconds of receipt.
Continuous Real-Time Updates Under Load
Given up to 100 vehicles sending updates at 1 per second, When incoming data is received, Then each update shall be processed and reflected in the virtual queue within 3 seconds without packet loss.
GPS Data Format Normalization
Given GPS data in any supported format (decimal degrees, DMS, UTM), When data is ingested, Then the system shall convert all formats to standardized decimal degrees for latitude and longitude.
Secure GPS API Integration
Given valid API credentials, When establishing the connection to the external GPS provider, Then the system shall authenticate using OAuth 2.0, enforce TLS 1.2+ encryption, and reject any unsecured connections.
Location Accuracy Validation
Given each incoming GPS data point includes accuracy metadata, When validating a data point, Then the system shall discard any data with an accuracy worse than 100 meters or outside a 5 km radius of the school boundary and log the event.
Virtual Queue Dashboard
"As a teacher, I want to see a clear, real-time list of vehicles waiting for pickup so that I can prepare students and manage the flow efficiently."
Description

Develop an intuitive dashboard within ClassLink that visualizes the prioritized list of incoming vehicles based on current GPS positions. The dashboard should display vehicle identifiers, estimated arrival times, and queue positions, updating dynamically as data changes. It should allow filtering by pickup zones and provide search capabilities to quickly locate specific vehicles. This feature integrates with existing ClassLink UI components, ensuring a consistent user experience for teachers and staff.

Acceptance Criteria
Real-Time Queue Update
Given a new vehicle's GPS data within the pickup zone threshold, when data is received, then the vehicle appears in the dashboard queue with its correct ETA and position, and the list reorders accordingly within 5 seconds.
Filter by Pickup Zone
Given multiple pickup zones and active vehicles, when a teacher selects a specific zone filter, then only vehicles assigned to that zone are displayed with accurate ETAs and queue positions, and the total count matches the expected number.
Search Vehicle by Identifier
Given a valid vehicle identifier entered into the search field, when the search is executed, then the dashboard displays only that vehicle with its ETA, queue position, and pickup zone; if the identifier is invalid, a 'No vehicles found' message is shown.
UI Consistency with ClassLink Design
Given the ClassLink UI specifications, when the dashboard is reviewed, then all fonts, colors, buttons, and layout elements match the design guidelines with zero discrepancies noted during UI review.
Handle Lost GPS Signal
Given a vehicle that stops sending GPS updates for more than 2 minutes, when the signal loss is detected, then the vehicle entry is marked with a warning icon, and an alert notification is sent to the teacher within 30 seconds.
Automated Arrival Time Estimation
"As a teacher, I want to know when each vehicle will arrive so that I can notify students to be ready and reduce wait times."
Description

Implement an algorithm that analyzes historical traffic patterns, route distances, and current vehicle speeds to compute accurate estimated times of arrival (ETAs) for each vehicle in the queue. The ETA module should continuously refine predictions as new GPS data arrives, improving its accuracy over time through machine learning. These ETA values will inform the queue prioritization and be displayed on the dashboard and notifications, enabling proactive decision-making.

Acceptance Criteria
Initial ETA Calculation on Vehicle Entry
Given a vehicle is registered in the system When it enters the pickup zone Then an initial ETA is computed within 5 seconds using historical traffic and route data
Real-time ETA Update with New GPS Data
Given continuous GPS updates When new location and speed data arrive Then the ETA is recalculated and updated on the backend within 2 seconds
ETA Accuracy Improvement Through Machine Learning
Given historical prediction error logs When the ML model retrains overnight Then average ETA error decreases by at least 10% compared to the previous week
Dashboard ETA Display for Teachers
Given the teacher opens the queue dashboard When the queue is rendered Then each vehicle's ETA is displayed and sorted in ascending order with a maximum display discrepancy of 1 second from backend values
ETA Notification for Parents
Given parents subscribe to ETA updates When a vehicle's recalculated ETA deviates by more than 2 minutes Then a push notification with the updated ETA is sent within 1 minute
Dynamic Priority Reordering Rules
"As a school administrator, I want to set rules for prioritizing certain vehicles so that students with special needs or emergencies are handled appropriately."
Description

Define and enforce business rules that automatically reorder the virtual queue based on factors such as first-come-first-served, special needs vehicle prioritization, and emergency overrides. The rule engine should support configurable parameters in the ClassLink admin settings, allowing schools to customize priority levels for specific vehicles or situations. Queue adjustments must occur in real time without manual intervention, ensuring fairness and responsiveness to changing conditions.

Acceptance Criteria
First-Come-First-Served Reordering
Given multiple vehicles report arrival via GPS When each new arrival is detected Then the virtual queue reorders automatically so vehicles are listed by ascending arrival timestamp with no manual action required
Special Needs Vehicle Prioritization
Given a vehicle is tagged for special needs When it enters the system Then it is automatically placed ahead of all non-special needs vehicles and remains prioritized in real time
Emergency Vehicle Override
Given a vehicle is flagged as an emergency When the override flag is received Then the system moves the vehicle to the front of the queue immediately, ahead of all others
Custom Priority Configuration
Given an administrator updates priority parameters in the ClassLink admin settings When the new parameters are saved Then all subsequent queue reorder operations reflect the updated priority rules without requiring code changes
Real-Time Queue Adjustment Performance
Given a peak arrival volume of 100 vehicles per minute When the system processes a batch of new GPS updates Then the queue must reorder and display the updated list to teachers within 200 milliseconds
Parent Notification Integration
"As a parent, I want to receive a notification when my child's ride is near the pickup zone so that I can meet the vehicle on time and avoid delays."
Description

Enable automated notifications to parents via push notifications, SMS, or email when their assigned vehicle is approaching the school pickup point. The notification service should trigger alerts based on configurable ETA thresholds, include vehicle details and estimated arrival time, and integrate with the parent account settings within ClassLink. Secure messaging protocols and opt-in permissions must be supported to comply with privacy regulations and ensure reliable delivery.

Acceptance Criteria
Push Notification when Vehicle Approaches
Given a parent’s device has push notifications enabled and the vehicle’s ETA is less than or equal to the configured threshold, when the vehicle crosses the threshold, then the parent must receive a push notification containing vehicle ID, driver name, and updated ETA within 30 seconds.
SMS Notification on Configured ETA
Given a parent’s account has SMS notifications enabled and the vehicle’s ETA reaches the user-defined threshold, when the threshold is met, then an SMS message with vehicle details and arrival time must be sent and delivered with a delivery receipt logged.
Email Notification Fallback Mechanism
Given push and SMS channels fail or are disabled, when the vehicle’s ETA crosses the configured threshold, then an email containing vehicle details and ETA must be sent and successfully delivered to the parent’s registered email address.
Parent Opt-In Management
Given a parent updates their notification preferences in their ClassLink account, when they opt in or out of push, SMS, or email notifications, then the system must immediately respect the new settings for all subsequent alerts.
Secure Messaging and Data Privacy
Given privacy regulations and secure protocols, when notifications are generated, then all messages must be transmitted over encrypted channels (TLS 1.2 or higher), and no personal data is exposed in logs or external systems.

DelayNotifier

Detects unexpected delays in the pickup route and instantly updates teachers with revised ETAs, preventing confusion and helping staff adjust schedules on the fly.

Requirements

Real-Time Delay Detection
"As a teacher, I want the system to automatically detect when a bus is delayed so that I can adjust my class schedule and communicate changes to students and parents without manual tracking."
Description

Continuously monitors GPS coordinates of school transportation vehicles against their planned routes and schedules. When a vehicle deviates beyond a configurable threshold (e.g., 2 minutes late or off-course), the system automatically flags the event as a delay. This functionality integrates with ClassLink’s existing route management module to provide immediate insights into transportation status, ensuring delays are identified accurately and promptly.

Acceptance Criteria
Vehicle Deviates Off Scheduled Route
Given a vehicle's GPS coordinates deviate more than the configurable route deviation threshold for at least one minute, When the system monitors the route, Then the system automatically flags the event as an off-course delay.
Vehicle Exceeds Schedule Delay Threshold
Given a vehicle arrives at a scheduled checkpoint later than the configurable time threshold, When the actual arrival time exceeds the planned time by the threshold, Then the system flags a schedule delay event.
Notify Teacher of Delay Event
Given a delay event is flagged, When the system processes the event, Then a real-time notification with updated ETA is delivered to the assigned teacher within 30 seconds.
Administrator Updates Delay Threshold Settings
Given an administrator updates the route deviation or time delay thresholds in the configuration settings, When the update is saved, Then the new thresholds are applied immediately to subsequent delay detections.
Log Delay Event in Route Management
Given a delay event is detected, When the event is processed, Then the event details (vehicle ID, timestamp, location, delay type) are recorded in the route management module and visible on the dashboard within one minute.
Dynamic ETA Recalculation
"As a teacher, I want revised ETAs for student pickups when a delay occurs so that I can reorganize my lesson plans and manage class transitions effectively."
Description

Upon detecting a delay, the system recalculates estimated times of arrival (ETAs) for affected stops using real-time traffic data and updated route progress. The recalculation dynamically adjusts ETAs for subsequent pickup points, reflecting current conditions. This seamlessly integrates with the notification module to ensure accurate timing information is delivered to teachers and staff.

Acceptance Criteria
Delay Detection Triggers ETA Recalculation
Given a bus is en route and a delay of over 5 minutes is detected, When the system receives updated route progress and traffic data, Then it automatically recalculates ETAs for all subsequent stops within 10 seconds.
Notification Dispatch with Updated ETAs
Given recalculated ETAs are available, When the recalculation process completes, Then the system pushes real-time notifications containing revised ETAs to all subscribed teachers within 5 seconds.
Real-Time Traffic Data Impact on ETA Adjustments
Given fluctuating traffic conditions on the route, When real-time traffic data indicates a 10% change in travel time, Then the system updates ETAs accordingly and logs the data change event.
Updated ETA UI Display in Teacher Dashboard
Given the system has recalculated ETAs, When a teacher views the pickup schedule dashboard, Then the dashboard displays the updated ETAs with visual indicators for changed times.
Sequential Delay Recalculations for Multiple Stops
Given multiple delays occur at different route segments, When each delay event is processed, Then the system recalculates and updates ETAs sequentially without overriding previous adjustments.
Instant Notification Dispatch
"As a teacher, I want to receive immediate notifications about delay updates through my preferred channel so that I can stay informed without checking the system manually."
Description

Automatically generates and sends notifications to subscribed teachers when ETAs are updated due to delays. Supports multiple channels, including in-app alerts, SMS, and email. Notifications include route ID, revised ETA, and a brief delay reason. This ensures stakeholders receive consistent, timely updates across their preferred communication methods.

Acceptance Criteria
Multiple Channel Notification Dispatch
Given a route delay event occurs; When the system processes the delay; Then notifications must be sent simultaneously via in-app alert, SMS, and email to all subscribed teachers; And each dispatch channel must return a success status.
Notification Content Accuracy
Given updated ETA and delay reason inputs; When the notification is generated; Then the message must include the correct route ID, revised ETA formatted as HH:MM, and a concise delay reason under 100 characters; And no additional or missing fields are allowed.
Bulk Subscriber Handling
Given 500 subscribed teachers for a delayed route; When a delay event is triggered; Then the system must dispatch notifications to all subscribers without any delivery failures; And complete the entire dispatch process within 2 minutes.
Real-time Dispatch Latency
Given a delay update timestamp T; When the notification dispatch process begins; Then the first notification must be delivered through any channel within 30 seconds of T; And subsequent channel deliveries must occur within 45 seconds of T.
Error Handling and Retry
Given a notification dispatch failure on any channel; When the system detects the failure; Then it must retry sending up to 3 times with exponential backoff intervals; And log each attempt’s status, marking the notification as permanently failed only after the final retry.
Teacher Notification Preferences
"As a teacher, I want to customize how and when I receive delay notifications so that I only get alerts that are relevant to my schedule and avoid distractions during non-working hours."
Description

Allows teachers to configure their notification preferences within ClassLink. Options include selecting channels (app push, SMS, email), setting alert thresholds (e.g., only delays over 5 minutes), and defining quiet hours. Preferences are stored per user and applied to all delay notifications, ensuring personalized communication without unnecessary interruptions.

Acceptance Criteria
Channel Selection and Confirmation
Given a teacher accesses the Notification Preferences page When they select 'App Push' and 'Email' as channels and click 'Save' Then the system stores the selection, displays confirmation message 'Preferences saved successfully,' and sends a sample notification via both channels within 2 minutes
Delay Threshold Enforcement
Given a teacher has set a delay threshold of 5 minutes When a route delay of 3 minutes is detected Then no notification is sent; and when a delay of 6 minutes is detected Then notifications are sent via the teacher's selected channels within 1 minute of detection
Quiet Hours Suppression
Given a teacher defines quiet hours between 20:00 and 07:00 When a route delay occurs at 21:30 Then no notifications are dispatched; but if a delay occurs at 07:01 Then notifications are sent according to the teacher's channel preferences
Preferences Persistence Across Sessions
Given a teacher with existing notification preferences When they log out and log back in Then the previously configured channels, thresholds, and quiet hours are displayed correctly on the Notification Preferences page
Default Notification Preferences for New Users
Given a new teacher without saved preferences When they access Notification Preferences for the first time Then default channels 'App Push' enabled, threshold of 10 minutes, and quiet hours of 22:00-06:00 are pre-populated; and the teacher can modify and save these defaults
Delay Analytics Dashboard
"As a school administrator, I want a dashboard showing trends and metrics for bus delays so that I can make data-driven decisions to improve transportation efficiency and communication."
Description

Provides an interactive dashboard displaying historical and real-time delay data for all routes. Features include delay frequency charts, average delay durations, and hotspot maps indicating common delay locations. The dashboard integrates with ClassLink’s analytics suite, enabling administrators and teachers to identify patterns, optimize routes, and proactively address recurring issues.

Acceptance Criteria
Real-Time Delay Data Refresh
Given the dashboard is open, when new delay events are received, then delay metrics and charts auto-update within 60 seconds without manual refresh.
Historical Delay Trend Analysis
Given an administrator selects a date range, when the historical view is applied, then the dashboard displays delay frequency charts per route for the selected period with 100% data accuracy.
Average Delay Duration Calculation
Given multiple delay records exist, when viewing the average delay section, then the system calculates and displays the average delay duration per route and per week, matching backend data within one minute.
Delay Hotspot Mapping Visualization
Given geolocation data for delays is available, when the hotspot map loads, then locations with more than five delays in the past month are highlighted in red on the map.
Data Export Functionality for Delay Reports
Given an administrator selects the export option, when a CSV export is initiated, then the system generates and downloads a file containing all delay records within five seconds.

PickupDashboard

Offers teachers a consolidated, real-time map and list view of all student pickups, complete with live status updates and arrival forecasts, so they can monitor and manage the entire pickup process effortlessly.

Requirements

Real-Time Pickup Status Updates
"As a teacher, I want real-time status updates for every student's pickup so that I can monitor and manage the process as it happens without constantly refreshing the page."
Description

Provides live status indicators for each student’s pickup process, including statuses like ‘En Route’, ‘Arrived’, and ‘Picked Up’. The system polls data at regular intervals (e.g., every 30 seconds) and integrates with the parent app’s check-in feature so teachers see up-to-the-second information without manual refresh. This continuous data stream enhances situational awareness and reduces manual tracking efforts.

Acceptance Criteria
Automatic Status Refresh During Active Pickup Window
1. System polls backend for each student pickup status every 30 seconds without manual user action. 2. Dashboard UI updates status indicator ('En Route', 'Arrived', 'Picked Up') within 5 seconds of receiving new data. 3. Polling automatically stops when teacher navigates away from the PickupDashboard page.
Integration with Parent Check-In Feature
1. When a parent taps 'Check-In' in the parent app, the student's status updates to 'En Route' on the teacher dashboard within 30 seconds. 2. If the check-in fails, display an error notification on the dashboard for that student. 3. Upon successful check-in confirmation, the status indicator changes color to signal 'En Route'.
Arrival Forecast Display Accuracy
1. System calculates and displays estimated time of arrival (ETA) for each student based on real-time location data. 2. Displayed ETA remains within ±2 minutes of the actual arrival time for at least 90% of pickups. 3. ETA values refresh on each polling interval.
Edge Case: Network Disruption Handling
1. If data polling fails for more than 10 seconds, display a 'Connection Lost' warning banner on the dashboard. 2. System retries polling every 15 seconds until network is restored. 3. Upon reconnection, automatically resume regular 30-second polling and update all status indicators.
Status Transition Logging
1. Every change in a student's pickup status is recorded with a timestamp in the system log. 2. Teachers can click on a student's status indicator to view the last three status change timestamps. 3. Log entries are displayed in chronological order in a modal window.
Map and List View Toggle
"As a teacher, I want to toggle between a map and a list view of pickups so that I can choose the best format for monitoring based on my immediate needs."
Description

Implements a dual-view interface allowing teachers to switch seamlessly between a geographic map view and a tabular list view of pickup statuses. The map view displays geolocated pickup vehicles or guardians relative to the school, while the list view summarizes student names, statuses, and timestamps. Both views are synchronized, ensuring selections in one view highlight corresponding entries in the other, facilitating quick scanning and spatial context.

Acceptance Criteria
Switch to Map View
Given the teacher is on the PickupDashboard, when they click the 'Map View' toggle, then the map view is rendered with geolocated pickup markers within 2 seconds.
Switch to List View
Given the teacher is on the PickupDashboard, when they click the 'List View' toggle, then the list view is rendered with student names, statuses, and timestamps within 2 seconds.
Synchronized Selection
Given a pickup marker is selected on the map, when selected, then the corresponding list entry is highlighted; and when a list entry is selected, the corresponding map marker is highlighted.
Live Location Updates
Given live location data streaming is available, then map markers update position every 30 seconds without requiring a full page reload.
Consistent Status Display
Given a pickup status update occurs, then both map and list views display the updated status within 5 seconds of the change.
Mobile Responsiveness
Given the dashboard is accessed on a mobile device, when toggling between map and list views, then the UI adapts and displays the selected view without layout distortion.
Automated Arrival Time Forecasting
"As a teacher, I want estimated arrival times for each pickup so that I can plan classroom activities and minimize disruptions during student transitions."
Description

Calculates and displays estimated arrival times for each pickup using historical traffic patterns, current geolocation data, and speed analytics. Forecasts update dynamically as vehicle positions change, offering teachers accurate time-based insights. This predictive feature helps teachers anticipate arrival windows and manage classroom transitions smoothly.

Acceptance Criteria
Live Display of Estimated Arrival Times
Given the teacher is on the PickupDashboard When the dashboard loads Then each student’s card displays an estimated arrival time calculated using current geolocation and traffic data, updated at least once per minute and accurate within ±2 minutes of the actual arrival.
Dynamic Forecast Update on Speed Change
Given a vehicle’s speed changes by more than 10% When the system detects the speed change Then the estimated arrival time for affected pickups is recalculated and updated on the dashboard within 30 seconds.
Arrival Window Filtering and Sorting
Given the teacher applies a filter for pickups arriving within the next 10 minutes When the filter is applied Then the dashboard displays only pickups with arrival times within the next 10 minutes, sorted from soonest to latest.
Forecast Accuracy Reporting
Given the teacher views the PickupDashboard analytics section When the analytics report is generated Then it shows the average deviation between forecasted and actual arrival times for the last week, with deviations categorized within 1-minute intervals.
Handling Loss of Geolocation Data
Given no geolocation update is received for a vehicle for more than 2 minutes When the 2-minute threshold is reached Then the dashboard displays 'Location Unavailable' for that vehicle and suspends further arrival time updates until data is restored.
Pickup Alerts and Notifications
"As a teacher, I want to receive notifications for key pickup status changes so that I can stay informed without having to watch the dashboard continuously."
Description

Sends configurable, real-time alerts when pickup statuses change (e.g., when a student’s guardian is en route or has arrived). Alerts can be delivered via in-app pop-ups, push notifications, or email based on teacher preferences. Teachers can customize thresholds (e.g., notify me when arrival is within 5 minutes) to stay informed without constantly monitoring the dashboard.

Acceptance Criteria
En Route Alert Threshold Notification
Given a teacher configures an alert threshold of 5 minutes, when a guardian’s estimated time of arrival reaches 5 minutes or less, then the system must send the pickup alert via the teacher’s selected channels within 30 seconds.
Guardian Arrival Confirmation
Given a guardian’s status updates to “Arrived” in the backend, when the status change is processed, then the teacher must receive an in-app pop-up and configured push/email notifications within 10 seconds.
Notification Channel Preference
Given a teacher selects push notifications and email for alerts but disables in-app pop-ups, when an alert is triggered, then the system sends alerts only via push and email and does not display an in-app pop-up.
Email Notification Delivery
Given email alerts are enabled, when a pickup status alert is triggered, then an email containing the student’s name, pickup status, timestamp, and guardian ETA must be sent to the teacher’s registered email address and logged as delivered within 1 minute.
Push Notification Dismissal Handling
Given a teacher dismisses a push notification for a pickup alert, when they return to the app, then the notification badge count must decrement correctly and no duplicate notifications for the same event are sent.
Manual Override and Annotation
"As a teacher, I want to manually adjust pickup statuses and leave notes when unexpected situations arise so that the record remains accurate and all stakeholders are informed."
Description

Allows teachers to manually update or annotate pickup statuses and leave notes (e.g., ‘Guardian will be 10 minutes late’) when exceptions occur. Overrides sync with the central system so all stakeholders see the updated information. Teachers can also flag pickups for follow-up and filter by annotated entries for easy exception management.

Acceptance Criteria
Manual Status Override
Given a teacher views a student pickup in the PickupDashboard, When the teacher manually changes the status to 'Picked Up' and confirms, Then the status updates immediately in the dashboard for all users and logs the change in the activity history.
Add Annotation Note
Given a teacher selects a pickup entry, When the teacher adds an annotation note and saves, Then the note is visible on the pickup entry and accessible to parents and administrators.
Sync Override with Central System
Given a teacher makes a manual override or annotation, When the system syncs, Then the override and note update in the central database and reflect in all stakeholders’ views within 30 seconds.
Flag for Follow-Up
Given a teacher identifies an exception, When the teacher flags the pickup for follow-up, Then the entry is highlighted in the dashboard and appears in the 'Follow-Up' filter with a timestamp and teacher identifier.
Filter Annotated Pickups
Given the PickupDashboard is displayed, When the teacher applies the 'Annotated' filter, Then only pickups with annotations or flags are shown, and the filter can be reset to view all pickups.

CarpoolSync

Enables multiple guardians in a carpool to share their live locations and coordinate arrival times within a single interface, ensuring seamless handoffs even when different drivers are involved.

Requirements

Real-time Location Sharing
"As a carpool guardian, I want to see the live locations of other drivers so that I can coordinate pickups without confusion or delays."
Description

Enable guardians to share their live GPS location within the CarpoolSync interface, updating position continuously on an interactive map. This feature ensures that all participating guardians can monitor each other’s whereabouts in real time, providing visibility into pickup and drop-off progress. By leveraging secure location permissions and efficient data streaming, it integrates with ClassLink’s existing notification system to trigger timely alerts when drivers approach designated meeting points, enhancing coordination and reducing uncertainty during handoffs.

Acceptance Criteria
Guardian Enables Real-Time Location Sharing
Given a guardian accesses the CarpoolSync interface When they tap the "Enable Location Sharing" toggle Then the system must request and obtain GPS permission within 2 seconds
Live Location Updates on Interactive Map
Every 5 seconds, the guardian’s location must update on the interactive map with an accuracy of ≤10 meters and without requiring a page refresh
Proximity Alert at Meeting Point
When any guardian’s live location comes within 200 meters of a predefined meeting point Then all participating guardians receive a push notification within 3 seconds
Secure Permission Request Flow
The system must use ClassLink’s existing authentication to verify guardian identity before displaying the permission request and must log consent events to the audit trail
Efficient Data Streaming Under Network Variability
If network connectivity drops below 2 Mbps Then the client must cache the last known location and resume streaming updates automatically within 10 seconds of reconnection
Estimated Arrival Time Calculation
"As a guardian, I want to know each driver’s ETA so that I can prepare for the handoff and ensure timely arrivals."
Description

Calculate and display estimated arrival times (ETA) for each carpool participant based on current location, traffic conditions, and historical travel data. This requirement involves integrating with a mapping and traffic API, processing location updates, and dynamically updating ETA in the interface. Clear ETA indicators help guardians predict handoff windows, plan their departure times accurately, and receive automated updates if delays occur.

Acceptance Criteria
Real-Time ETA Update upon Location Change
Given multiple guardians have active location sharing in CarpoolSync, when a guardian’s GPS location updates, then the ETA for each pickup and drop-off adjusts on all participants’ interfaces within 10 seconds.
ETA Calculation with Traffic Conditions
Given the mapping and traffic API integration is active, when a route is calculated, then the ETA reflects current traffic conditions and updates if traffic severity changes by more than 5%, ensuring accuracy within ±2 minutes.
ETA Notification for Delays
Given a calculated ETA is extended by more than 5 minutes, when the delay is detected, then all guardians receive a push notification with the updated ETA within 1 minute of detection.
Historical Data Influence on ETA
Given historical travel data exists for the planned route, when computing ETA, then the system incorporates average travel times from historical data to adjust the estimated arrival time within 1 minute of the actual average.
Offline or Lost Signal Fallback
Given a guardian’s device loses GPS signal or network connectivity, when signal is restored, then the system reconciles missed location updates and corrects ETA to reflect the current position within 2 minutes.
Guardian Invitations & Permissions
"As a primary guardian, I want to invite other guardians to the carpool and control their access so that all participants can collaborate securely."
Description

Allow primary guardians to invite additional participants to a carpool group and manage their permission levels. This requirement covers creating invitation flows, email or SMS links, secure token-based acceptance, and role-based access controls (e.g., driver, observer). It ensures only authorized guardians can view location data and modify trip details, maintaining privacy and security. Integration with ClassLink user accounts streamlines authentication and enforces school district policies.

Acceptance Criteria
Primary Guardian Invites Additional Guardian
Given the primary guardian is authenticated, when they select 'Add Participant', then the system prompts for email or phone number and sends a secure, unique token-based invitation link via the chosen method within 30 seconds and updates the invitation status to 'Pending'.
Invited Guardian Accepts Invitation via Secure Link
Given the invited guardian clicks the secure invitation link, when they authenticate with their ClassLink account, then the invitation is validated, the guardian is added to the carpool group with the role 'Observer', and a confirmation notification is sent to the primary guardian.
Primary Guardian Modifies Participant Permissions
Given at least one participant exists in the carpool group, when the primary guardian changes a participant's role to 'Driver', then the system updates the role immediately and the participant's UI reflects driver permissions.
Unauthorized User Cannot Access Carpool Group
Given a non-invited user attempts to access the carpool group with an invalid or expired token, when they submit the token, then the system denies access and displays an 'Access Denied' message.
Invitation Link Expires After Specified Duration
Given an invitation link has been sent, when 48 hours elapse since its generation, then the link becomes invalid, the invitation status is marked as 'Expired' in the UI, and the invited user cannot accept it.
Route Optimization Suggestions
"As a guardian, I want optimized route suggestions so that our carpool runs as efficiently as possible."
Description

Provide intelligent route recommendations by analyzing pickup and drop-off locations, current traffic, and past travel patterns. The system should suggest the most efficient sequence of stops and alternative routes in case of delays or road closures. Display suggested routes on the interface with estimated travel times and notify guardians when a re-route is advised, improving on-time performance and reducing overall travel time.

Acceptance Criteria
Optimized Route Calculation
Given a set of pickup and drop-off locations and real-time traffic data When the guardian opens CarpoolSync and requests suggestions Then the system should present the top three routes ranked by lowest total estimated travel time
Traffic Delay Re-routing
Given a live traffic incident along the chosen route When the projected delay exceeds 5 minutes Then CarpoolSync must generate and display an alternative route within 10 seconds
Multiple Stop Sequencing
Given three or more stops in a carpool When CarpoolSync calculates the route Then stops must be sequenced to minimize total travel time and distance
Estimated Time Display Accuracy
Given a selected route When CarpoolSync displays segment and total trip times Then each estimate must be within ±2 minutes of actual travel time under similar conditions
Guardian Notification Delivery
Given a route re-routing suggestion When the system advises a new route Then all participating guardians must receive a push notification with the new route details and updated ETA within 5 seconds
In-Interface Chat Notifications
"As a guardian, I want to send and receive messages about pick-up details within the app so that I can coordinate without using separate messaging tools."
Description

Implement a lightweight chat and alert system within CarpoolSync to allow guardians to send quick messages, confirm handoff details, and receive automated notifications. This requirement includes push notifications for arrival confirmations, delay alerts, and chat messages. By centralizing communication in the interface, guardians no longer need to switch between apps, ensuring all coordination happens in one place.

Acceptance Criteria
Real-Time Chat Message Delivery
Given both guardians are online in CarpoolSync interface, when Guardian A sends a chat message to Guardian B, then Guardian B receives the message within 2 seconds and sees sender’s name and timestamp. Given Guardian B is offline, when Guardian A sends a chat message, then the message is stored and delivered immediately upon Guardian B reconnecting.
Group Arrival Delay Alert
Given a guardian updates their ETA to "Delayed" in the interface, when the update is saved, then all guardians receive an automated push notification within 5 seconds indicating the new ETA and delay reason.
Push Notification for Handoff Confirmation
Given a guardian taps "Confirm Arrival" on the handoff screen, when confirmation is submitted, then all other guardians receive a push notification with the confirmation time and driver’s name.
Chat History Sync Across Devices
Given a guardian logs into CarpoolSync on a new device, when they open the chat for an existing carpool, then the full chat history is loaded and displayed within 3 seconds, ordered chronologically.
Offline Message Queuing and Delivery
Given a guardian sends chat messages while offline, when the device regains internet connectivity, then all queued messages are automatically sent and recipients receive push notifications for each message.

SecureHandoff

Uses geofencing to verify authorized guardians upon arrival, allowing teachers to confirm identity and mark students as picked up directly in the app, enhancing safety and accountability.

Requirements

Geofence Setup and Configuration
"As a school administrator, I want to define and configure geofenced zones for each pickup location so that the system can accurately detect when guardians arrive."
Description

The system must allow administrators and teachers to define geofenced zones around student pickup and drop-off locations. The interface should offer a visual map to create, edit, and delete boundary shapes, and associate each geofence with specific classes or individual students. Geofence parameters such as radius, shape, and activation times must be configurable. The configured geofences integrate directly with student profiles and real-time location monitoring modules to ensure accurate arrival detection.

Acceptance Criteria
Configure a new geofence zone for student pickup
Given an administrator on the geofence setup interface When they draw a boundary on the map, select shape and radius parameters, assign the zone to specific students or classes, and set activation start/end times Then the system saves the geofence, displays it correctly on the map, and links it to the chosen profiles
Edit an existing geofence zone
Given a teacher views a preconfigured geofence When they modify its boundary shape, radius, associated profiles, or activation times and save changes Then the system updates the geofence in the database, reflects changes in the map interface, and applies them immediately to monitoring modules
Delete a geofence zone
Given an administrator selects a configured geofence When they initiate a delete action and confirm the prompt Then the system removes the geofence from the map, disassociates it from all student profiles, and no longer triggers arrival detection for that zone
Enforce geofence activation time constraints
Given a geofence has defined activation times When the current time falls outside the configured window Then the system disables arrival detection and does not log entry events for that zone until the activation window resumes
Associate geofence with student profile
Given an administrator has configured a geofence When they view a student’s profile linked to that zone Then the profile displays the geofence details and the system triggers real-time arrival notifications when the student enters the zone during activation times
Real-time Geofence Trigger Monitoring
"As a teacher, I want to receive real-time alerts when a guardian’s device enters the pickup zone so that I can prepare to hand off students safely."
Description

The system must continuously monitor location data from authorized guardian devices to detect entries and exits from defined geofence zones. Upon detection, the system triggers an event that notifies the teacher’s app in real time. Location polling should be optimized to minimize latency and battery consumption, and trigger thresholds must be adjustable to prevent false positives due to GPS drift.

Acceptance Criteria
Guardian Arrival at School Zone Scenario
Given an authorized guardian’s device enters the predefined geofence boundary, when the system detects the entry event, then the teacher’s app must receive and display a ‘Guardian Arrived’ notification within 5 seconds.
Guardian Departure from School Zone Scenario
Given an authorized guardian’s device exits the predefined geofence boundary, when the system detects the exit event, then the teacher’s app must receive and display a ‘Guardian Departed’ notification within 5 seconds.
GPS Drift Mitigation Scenario
Given minor GPS fluctuations near the geofence boundary, when the guardian’s device remains outside the zone, then no entry notification is triggered unless the device crosses the boundary plus a 20-meter drift buffer.
Battery Usage Optimization Scenario
The system must poll location no more than once every 30 seconds and ensure overall battery consumption attributable to the feature does not exceed 5% per hour on a standard mobile device.
Real-Time Notification Delivery Scenario
When any geofence entry or exit event is detected, then the system must route the notification through the messaging service and render it on the teacher’s app UI within 3 seconds 95% of the time.
Guardian Identity Verification
"As a teacher, I want to verify the guardian’s identity using the app so that I can ensure the right person is picking up the student."
Description

Upon a geofence arrival event, the app must prompt the teacher to verify the guardian’s identity. The verification screen displays the guardian’s name, photo ID, and any additional security credentials such as a pre-registered PIN or QR code. Teachers must be able to approve or reject the pickup based on this information. Verification results are recorded and linked to the student’s pickup record.

Acceptance Criteria
Guardian Arrival Geofence Trigger
Given the guardian’s mobile device enters the school’s geofence, when the app receives the geofence arrival event, then the verification prompt must appear on the teacher’s device within 3 seconds.
Verification Screen Displays Correct Guardian Info
The verification screen must display the guardian’s full name, matching photo ID, and any pre-registered PIN or scannable QR code that exactly correspond to the guardian’s profile in the system.
Teacher Approves Valid Guardian
Given the displayed credentials match the registered guardian, when the teacher taps the “Approve” button, then the app records an approval event, updates the student’s status to “Picked Up,” and displays a confirmation message.
Teacher Rejects Unauthorized Guardian
Given the displayed credentials do not match, when the teacher taps the “Reject” button, then the app logs the rejection event, prevents marking the student as picked up, and sends an alert notification to the school administrator.
Verification Results Linked to Student Record
After approval or rejection, when the event is logged, then the app must attach a time-stamped verification result to the student’s pickup record, viewable in the student’s history with guardian identity details.
Pickup Confirmation and Student Status Update
"As a teacher, I want to confirm a student’s pickup in the app so that attendance records are updated and parents are notified immediately."
Description

After successful identity verification, teachers must confirm the student pickup within the app. The system updates the student’s attendance status and triggers notifications to parents and school administrators. The UI provides quick-action buttons for confirming or canceling the pickup, with a confirmation dialog to prevent accidental actions. The student’s record in the Student Information System (SIS) is updated in real time with a timestamp and teacher ID.

Acceptance Criteria
Authorized Guardian Pickup Confirmation
Given a guardian’s identity is verified via geofencing When the teacher taps the “Confirm Pickup” button Then the system records the student as picked up, logs the current timestamp and teacher ID, and updates the Student Information System in real time
Pickup Cancellation by Teacher
Given the teacher has tapped “Confirm Pickup” by mistake When the teacher taps the “Cancel Pickup” button in the confirmation dialog Then the pickup process is aborted, no attendance status is changed, and no notifications are sent
Real-Time SIS Attendance Update
Given a pickup confirmation is processed When the system communicates with the SIS Then the student’s attendance status is updated within two seconds with the correct timestamp and teacher ID
Parent and Administrator Notification Dispatch
Given the pickup is confirmed When the system triggers notifications Then both the primary guardian and school administrators receive a notification within one minute containing the student’s name, pickup time, and teacher’s name
Duplicate Pickup Confirmation Safeguard
Given the student has already been marked as picked up When the teacher views the pickup options Then the “Confirm Pickup” button is disabled and a tooltip displays “Pickup already confirmed”
Parent Notification and Digital Receipt
"As a parent, I want to receive a confirmation notification when my child is picked up so that I know they are safe."
Description

Once a pickup is confirmed, the system automatically sends a secure notification to the parent’s preferred channel (in-app, push, email, or SMS). The notification includes the student’s name, pickup time, and teacher’s name. Additionally, a digital receipt is stored in the parent’s app activity feed, allowing them to acknowledge receipt and reference pickup details at any time.

Acceptance Criteria
Notification Delivery via Preferred Channel
Given a pickup confirmation event When the system processes the confirmation Then it sends the notification through the parent’s selected channel (in-app, push, email, or SMS) within 10 seconds.
Notification Content Accuracy
Given a sent notification When a parent views it Then the notification displays the correct student’s full name, pickup timestamp, and confirming teacher’s name as recorded in the system.
Digital Receipt Storage in Activity Feed
Given a parent has received a pickup notification When the system logs the event Then a corresponding digital receipt entry appears in the parent’s app activity feed including student name, pickup time, teacher’s name, and confirmation status.
Parent Acknowledgement Functionality
Given a digital receipt in the parent’s activity feed When the parent taps the acknowledgment button Then the system records the acknowledgment timestamp and updates the receipt status to ‘Acknowledged’ within 5 seconds.
Secure Notification Transmission
Given notification data is transmitted Then all messages must be encrypted in transit using TLS and authenticated with the parent’s device tokens or credentials to ensure only the intended recipient can view the content.
Audit Logging and Reporting
"As a school administrator, I want to view and export pickup event logs so that I can audit the process and ensure compliance with safety protocols."
Description

All pickup-related events—including geofence triggers, identity verifications, and confirmations—must be recorded in an immutable audit log. Administrators should have access to reporting tools to filter logs by date, class, guardian, or student and export data in CSV or PDF formats for compliance and safety audits. Log entries must include detailed metadata such as timestamps, user IDs, device IDs, and verification outcomes.

Acceptance Criteria
Logging Geofence Trigger Events
When a device enters the geofenced pickup zone, an immutable log entry is created containing timestamp, student ID, geofence ID, device ID, and event type
Recording Identity Verification Outcomes
When a teacher verifies a guardian’s identity, the system records a log entry with timestamp, user ID, verification method, and outcome
Filtering and Viewing Audit Logs
Admins can filter log entries by date range, class, student, or guardian and view results in the app within 2 seconds
Exporting Filtered Logs to CSV
When an admin exports filtered logs, the system generates a CSV file with appropriate headers and all selected entries
Exporting Filtered Logs to PDF
When an admin exports filtered logs, the system generates a well-formatted PDF report including metadata and pagination

TrendTracker

Visualize each student’s academic journey with intuitive charts showing grade, attendance, and behavior trends over time, making it easy for parents to spot patterns and celebrate progress.

Requirements

Data Aggregation Engine
"As a parent, I want to see my child's grades, attendance, and behavior data aggregated in one place so that I can get a holistic view of their performance."
Description

Automatically collect, normalize, and store student data from gradebooks, attendance records, and behavior logs, ensuring seamless integration with existing school information systems. This engine will power TrendTracker by providing a unified dataset for accurate, real-time analytics without manual data entry.

Acceptance Criteria
Initial Data Source Connection
Given valid credentials for each school information system When the data aggregation engine attempts to connect Then it successfully establishes a secure API or database connection within 5 seconds without errors
Automated Data Normalization
Given incoming records from gradebook, attendance, and behavior logs When data is ingested Then all fields are normalized to the unified schema with correct data types and value mappings for at least 99% of records
Duplicate Record Handling
Given records with duplicate student identifiers across multiple sources When the engine processes the data Then it merges duplicates into a single student profile without data loss and logs any conflicts for manual review
Real-Time Data Refresh
Given updates in source systems (grades, attendance, behavior) When changes occur Then the engine ingests and reflects those changes in the unified dataset within 2 minutes and triggers a confirmation log entry
Error Recovery and Retry
Given a transient network failure during data ingestion When the engine encounters the error Then it automatically retries up to 3 times and logs a recovery status; if still unsuccessful, it raises an alert to the admin dashboard
Interactive Trend Charts
"As a parent, I want to interact with charts showing my child’s academic trends so that I can easily identify patterns over time."
Description

Render interactive, real-time line and bar charts that visualize student grades, attendance percentages, and behavior incidents over selectable time periods. Charts should support tooltips, data point highlighting, and hover effects to improve clarity and user engagement.

Acceptance Criteria
Date Range Selection
Given a user selects a start and end date, when the date range is applied, then the charts update to display data only within the selected period.
Tooltip Display
Given the user hovers over any data point on the chart, when the hover event is triggered, then a tooltip appears displaying the exact value, date, and category label.
Real-Time Data Update
Given new data is available for a student, when the data feed updates, then the charts automatically reflect the new grades, attendance percentages, and behavior incidents within two seconds without manual refresh.
Data Series Toggle
Given multiple data series (grades, attendance, behavior) are displayed, when the user toggles a series off, then that series is removed from the chart and axes adjust to reflect only the visible data.
Responsive Chart Layout
Given the user opens the trend chart on any device or window size, when the interface is resized, then the chart layout, labels, and interactions adapt to maintain readability and functionality.
Customizable Time Frames
"As a parent, I want to select different time frames for the trend charts so that I can focus on specific periods of my child's academic journey."
Description

Allow users to customize the date range of trend visualizations via preset options (weekly, monthly, semester) and a custom date picker. This flexibility ensures parents and teachers can focus on specific intervals relevant to progress assessments or interventions.

Acceptance Criteria
Preset Weekly Time Frame Selection
Given the user is viewing the trend chart and selects the 'Weekly' preset option, when the option is selected, then the chart updates to display data for the last 7 days with correct date labels and accurate data points.
Preset Monthly Time Frame Selection
Given the user is viewing the trend chart and selects the 'Monthly' preset option, when the option is selected, then the chart updates to display data for the last 30 days with correct date labels and accurate data points.
Preset Semester Time Frame Selection
Given the user is viewing the trend chart and selects the 'Semester' preset option, when the option is selected, then the chart updates to display data for the current academic semester with correct start and end dates and accurate data points.
Custom Date Range Selection
Given the user opens the custom date picker and selects a valid start date and end date, when the user applies the selection, then the chart updates to reflect data within the specified range and displays the selected dates correctly.
Invalid Date Range Handling
Given the user opens the custom date picker and selects an end date earlier than the start date, when the user attempts to apply the selection, then the system displays a validation error message and prevents the chart from updating.
Significant Change Alerts
"As a teacher, I want to receive alerts when a student’s performance significantly changes so that I can proactively engage with parents."
Description

Implement a threshold-based notification system that detects significant upward or downward changes in grades or attendance. When thresholds are crossed, automatically send real-time alerts to designated parents and teachers to prompt timely discussions or support.

Acceptance Criteria
Grade Upward Threshold Breach
Given a student’s average grade rises by more than 10% between two consecutive grading periods, When the system detects this change, Then it sends a real-time 'Significant Grade Improvement' alert to all designated parents and teachers within 5 minutes.
Grade Downward Threshold Breach
Given a student’s average grade drops by more than 10% between two consecutive grading periods, When the system detects this change, Then it sends a real-time 'Significant Grade Decline' alert to all designated parents and teachers within 5 minutes.
Attendance Downward Threshold Breach
Given a student’s attendance rate decreases by more than 5% compared to the previous month, When the system detects this change, Then it sends a real-time 'Significant Attendance Drop' alert to all designated parents and teachers within 5 minutes.
Attendance Upward Threshold Breach
Given a student’s attendance rate increases by more than 5% compared to the previous month, When the system detects this change, Then it sends a real-time 'Significant Attendance Improvement' alert to all designated parents and teachers within 5 minutes.
Notification Delivery to Stakeholders
Given an alert is triggered for a significant change, When the system dispatches the notification, Then all designated recipients must receive the alert on their preferred device (email, SMS, or in-app) with a confirmation log entry recorded in the audit trail.
Export & Share Reports
"As a parent, I want to download and share my child’s trend report so that I can present it during meetings or consultations."
Description

Provide functionality to export trend visualizations and underlying data as PDF or CSV files. Include options to email reports directly from the platform or download them for offline sharing, preserving chart layouts and contextual notes.

Acceptance Criteria
Export Trend Chart as PDF
Given a user is viewing a student's trend chart, when the user selects the 'Export as PDF' option, then the system generates a PDF file containing the chart with correct layout, labels, and appended contextual notes.
Download Data as CSV
Given a user is viewing trend data, when the user clicks 'Download CSV', then the system exports a CSV file with all data points (dates, grades, attendance, behavior scores) formatted correctly with headers and no data loss.
Email Report to Recipient
Given a user has generated a report, when the user enters a valid email address and clicks 'Send Email', then the system emails the report as a PDF or CSV attachment to the recipient, logs the email in the activity history, and displays a confirmation message.
Offline Access of Downloaded Report
Given a user downloads a report file, when the download completes, then the file is saved in the user's device default download location in the correct file format and can be opened in standard PDF or spreadsheet applications without errors.
Preserve Chart Layout and Notes
Given a user adds contextual notes to the trend chart, when exporting or sharing the report in any format, then the exported file includes the notes and maintains the visual formatting (fonts, colors, chart sizes) as seen in the platform.

AlertThresholds

Set custom performance thresholds to automatically notify parents when grades dip below or exceed predefined levels, enabling timely interventions and positive reinforcement without manual monitoring.

Requirements

Threshold Configuration UI
"As a teacher, I want to configure performance thresholds so that parents receive timely notifications when a student’s grades dip below or exceed set levels."
Description

Provide an intuitive interface within ClassLink where teachers and administrators can define custom performance thresholds for individual students or entire classes. The UI should allow users to set grade boundaries (e.g., below 70% or above 95%), choose subjects, and specify notification channels (email, SMS, in-app). It must integrate seamlessly with existing user settings, support real-time validation of input values, and persist configurations in the backend for automated monitoring.

Acceptance Criteria
Threshold Configuration Form Availability
Given a logged-in teacher on a class roster page, When the teacher clicks the “Set Thresholds” button, Then the Threshold Configuration UI appears as a modal/dialog containing: • A student-versus-class selector, • A numeric input for grade boundaries, • A subject dropdown menu, • Checkboxes for Email, SMS, and In-App notification channels, • “Save” and “Cancel” action buttons.
Real-time Input Validation
Given the Threshold Configuration UI is open, When the teacher enters a grade boundary below 0 or above 100, Then an inline error message appears next to the input and the “Save” button remains disabled. Given any required field (selector, boundary, subject, channels) is empty, Then the “Save” button is disabled until all fields are valid.
Notification Channel Selection
Given the Threshold Configuration UI is open, When the teacher selects one or more notification channel checkboxes, Then each selected channel is visually indicated and allows deselection. When no channels are selected, Then an inline warning prompts the teacher to select at least one channel.
Persistence of Threshold Settings
Given the teacher enters valid threshold settings and clicks “Save”, Then the settings are persisted to the backend, And a success confirmation toast is displayed. Given the page is refreshed or reopened, When the teacher reopens the Threshold Configuration UI, Then previously saved threshold settings are pre-populated in all fields.
Integration with User Notification Preferences
Given a threshold triggers a notification, When a parent has disabled a channel in their user notification preferences, Then no notification is sent via that disabled channel, And notifications are sent only through the parent’s enabled channels.
Automatic Notification Engine
"As a ClassLink system, I want to detect when grades cross thresholds so that parents and teachers are automatically notified without manual checks."
Description

Implement a backend service that continuously monitors students’ grades against defined thresholds. When a threshold is crossed, the engine should queue and dispatch notifications through the selected channels without manual intervention. The service must handle high volumes of data, ensure reliable message delivery, log each notification event, and retry failed deliveries according to configurable policies.

Acceptance Criteria
Grade Falls Below Threshold
Given a student’s grade update that falls below the configured threshold, when the engine processes the update, then a notification is queued and dispatched via all selected channels within 5 minutes of the grade update.
Grade Exceeds Threshold
Given a student’s grade update that exceeds the configured positive threshold, when the engine processes the update, then a congratulatory notification is sent via all selected channels within 5 minutes of the grade update.
Retry Logic for Failed Deliveries
Given a notification dispatch failure due to a transient error, when the retry policy is applied, then the engine retries delivery up to the configured number of attempts with exponential backoff and marks the notification as failed only after all retries are exhausted.
Notification Event Logging
Given any notification dispatch event, when the engine processes the event, then it logs the timestamp, student ID, breached threshold, notification channel, and delivery status in the audit log.
High Volume Grade Monitoring
Given a sustained input of 100,000 grade updates per minute, when the engine continuously monitors thresholds, then it processes threshold checks and queues corresponding notifications with less than 1% of notifications delayed beyond 2 minutes.
Notification Template Management
"As an administrator, I want to customize notification templates so that the alerts sent to parents are clear, personalized, and contextually relevant."
Description

Allow school admins and teachers to create, edit, and manage notification templates for different threshold events. Templates should support placeholders for student name, class, grade value, and teacher comments. The management interface must provide preview functionality, version control, and the ability to assign templates to specific threshold types or user groups.

Acceptance Criteria
Creating a New Notification Template
Given a school admin is on the Template Management page When they click “Create New Template” And enter a unique template name, select a threshold event, and insert placeholders {{StudentName}}, {{ClassName}}, {{GradeValue}}, and {{TeacherComments}} Then the template is saved successfully and appears in the template list
Editing an Existing Template with Placeholders
Given a teacher selects an existing template from the list When they update the template name, modify threshold assignments, adjust placeholder text, and click “Save” Then the changes are persisted and visible in the template details view
Previewing a Notification Template
Given a user has created or edited a template When they click the “Preview” button Then a modal displays a sample notification populated with mock data for StudentName, ClassName, GradeValue, and TeacherComments matching the chosen threshold event
Managing Template Version History
Given a template has multiple saved versions When a school admin views its version history Then all prior versions are listed with timestamp and author And the admin can select and restore any previous version
Assigning Templates to Specific Threshold Events and User Groups
Given a school admin is editing a template When they select one or more threshold event types and assign to user groups (e.g., Grade Level, Homeroom Teachers) And click “Apply” Then the template is linked to those events/groups and triggers notifications accordingly
Alert Permissions & Opt-In Controls
"As a parent, I want to choose which alerts I receive so that I only get notifications that are relevant to me."
Description

Develop a permissions framework that lets parents and teachers opt in or out of specific threshold alerts. The system should offer granular controls by student, subject, and notification type. Permission settings must integrate with user profiles, respect data privacy regulations, and allow for bulk updates by administrators.

Acceptance Criteria
Parent opts out of low-grade alerts for a specific subject
Given a parent is on their notification settings page for a specific student, When they uncheck the 'Low Grade Alert' option for Math, Then the system updates their profile to no longer send low-grade alerts for Math and no notifications below the threshold are sent.
Teacher bulk opt-in for high-grade alerts across a class
Given a teacher is managing alerts for Grade 10 Science, When they select 'Enable High-Grade Alerts' for all students and confirm the action, Then the system updates each parent's profile to opt them in for alerts when a student's grade exceeds the high-performance threshold.
Parent sets custom threshold for a subject with privacy compliance
Given a parent's profile page, When the parent sets a custom threshold of 90% for reading comprehension and saves, Then the system validates privacy settings, persists the threshold in their profile, and triggers alerts when the student's score is greater than or equal to 90%.
Administrator disables all alerts for a student in bulk
Given an administrator on the student management interface, When they select 'Disable All Threshold Alerts' for a student and confirm, Then the system disables all threshold-based notifications for that student and displays a confirmation message.
System logs all permission changes in audit trail
Given any user modifies alert permissions, When the change is saved, Then the system writes a record to the audit log with the user ID, timestamp, affected student, subject, notification type, and new permission state.
Historical Alert Log & Reporting
"As a teacher, I want to view a history of sent alerts so that I can track communication and follow up as needed."
Description

Create a dashboard and data store that records all threshold alerts sent, including timestamps, recipients, and message content. The feature should offer filtering, search, and export capabilities for audit and analysis purposes. Reports must be exportable in CSV or PDF format and include summary statistics on alert frequency and responsiveness.

Acceptance Criteria
Filtering alerts by date range
Given the administrator is viewing the Historical Alert Log dashboard When they set the start date to '2025-07-01' and end date to '2025-07-10' and apply the filter Then the system displays only alerts with timestamps between '2025-07-01T00:00:00Z' and '2025-07-10T23:59:59Z'
Searching alerts by recipient or content
Given the administrator has access to the search field When they enter 'parent@example.com' and initiate the search Then the system returns all alert entries where the recipient email or message content contains 'parent@example.com'
Exporting alerts to CSV
Given the administrator has applied any filters or searches When they click the 'Export CSV' button Then the system generates a CSV file containing all currently displayed alert entries with columns: timestamp, recipient, message content, threshold type and initiates the download
Exporting alerts to PDF
Given the administrator is satisfied with the filtered view When they click the 'Export PDF' button Then the system generates a PDF report with a header showing the export date and a table of alerts matching the current view and initiates the download
Viewing summary statistics on alert notifications
Given the administrator is on the dashboard When they switch to the summary statistics tab Then the system displays total alerts sent, average response time, and alert counts broken down by threshold type for the selected period

ActionGuide

Receive personalized recommendations and resource links based on identified performance gaps, empowering parents with clear next steps and activities to support their child’s learning at home.

Requirements

Student Performance Assessment
"As a parent, I want the system to identify my child’s learning gaps so that I can focus on supporting areas where they need the most help."
Description

Analyze aggregated student performance data from assignments, quizzes, and assessments to identify specific learning gaps. This process should leverage existing data sources within ClassLink to highlight areas where the student is underperforming compared to grade-level benchmarks, providing a clear basis for subsequent recommendations.

Acceptance Criteria
Aggregating Student Assessment Data
Given a student has completed assignments and quizzes When the system aggregates performance data Then it calculates combined scores and flags subjects where the student scored below 70%
Identifying Learning Gaps Against Benchmarks
Given aggregated student data When the system compares scores to grade-level benchmarks Then it highlights subjects where the student’s average is 10% or more below the benchmark
Generating Gap Analysis Report
Given identified learning gaps When a parent views the performance report Then the system displays a visual report with color-coded gap indicators and detailed descriptions
Data Source Integration Validation
Given multiple data sources (assignments, quizzes, assessments) When the system fetches performance data Then it verifies there are no missing or duplicate records and logs any integration errors
Performance Data Refresh Frequency
Given new assessment results are added When 24 hours have elapsed Then the system automatically updates the performance assessment and sends a notification to the parent
Recommendation Generation
"As a parent, I want tailored activity suggestions so that I can help my child improve specific skills at home."
Description

Generate personalized, actionable recommendations based on identified performance gaps. Recommendations should include targeted activities, practice exercises, and strategies tailored to the student’s unique needs, drawing on pedagogical best practices to ensure relevance and effectiveness.

Acceptance Criteria
Personalized Recommendation Generation Post-Assessment
Given a student's performance gap is identified, when generating recommendations, then at least three activities tailored to the student's grade level, subject area, and learning style must be displayed with corresponding instructional resource links.
Real-time Update of Recommendations Upon Data Change
Given updated assessment scores for a student, when data is synchronized, then the system must update existing recommendations within one minute, replacing outdated items and triggering a notification to the parent.
Mobile Accessibility of Resource Links
Given a parent accesses recommendations on a mobile device, when they click a resource link, then the target resource must open correctly in the device's default browser without layout or functionality errors.
Tracking Parent Engagement With Recommendations
Given a parent interacts with a recommendation, when they mark an activity as completed or click on a resource, then the system must log the action with a timestamp and reflect the completion status on the parent dashboard.
Alignment of Difficulty Level With Student Proficiency
Given a student's proficiency level is intermediate, when recommendations are generated, then all suggested activities must be rated at intermediate difficulty or include scaffolding instructions to adjust complexity.
Resource Library Integration
"As a parent, I want quick access to relevant learning materials so that I can implement recommended activities easily."
Description

Integrate a curated resource library that links recommended activities to relevant instructional materials, such as videos, worksheets, and interactive modules. Ensure seamless access and filtering by subject, grade level, and skill type to support diverse learning needs.

Acceptance Criteria
Filter Content by Subject and Grade
Given a user applies filters for subject 'Math' and grade level '5', when they view the resource library, then only resources tagged with subject 'Math' and grade '5' are displayed.
Linkage from Recommendation to Resource
Given an activity recommendation in ActionGuide, when the parent clicks the associated 'View Resource' link, then the correct instructional material (video, worksheet, or interactive module) opens in a new browser tab matching the recommended activity.
Skill Type Filtering
Given a user selects a skill type filter (e.g., 'Reading Comprehension'), when the filter is applied, then the resource library displays only materials categorized under 'Reading Comprehension'.
Responsive Access Across Devices
Given a parent accesses the resource library on desktop, tablet, or mobile, when they navigate and select filters, then the library layout adjusts and functions correctly on all device types without loss of functionality.
Resource Metadata Accuracy
Given a curated resource is added to the library, when it is displayed in response to filters, then its metadata (subject, grade, skill type) matches the tags in the database, and any mismatch is flagged for review.
Action Plan Dashboard
"As a parent, I want a clear action plan overview so that I can track and manage my child’s learning activities in one place."
Description

Design an intuitive dashboard that consolidates personalized recommendations, resource links, and progress indicators into a coherent action plan view. The dashboard should allow parents to track activity completion, set reminders, and mark milestones as the student progresses.

Acceptance Criteria
Setting Reminders for Recommended Activities
Given a parent selects a recommended activity, when they click the “Set Reminder” button and choose a date and time, then the reminder is saved to the dashboard’s calendar, and a notification triggers at the specified time.
Tracking Completion of Suggested Learning Tasks
Given a parent views the action plan, when they mark an activity as complete by checking its box, then the activity moves to the Completed section, and the overall progress indicator increments accordingly.
Navigating Resource Links from the Dashboard
Given resource links are displayed, when a parent clicks on a resource title, then the link opens in a new browser tab and a click event is logged in the analytics system.
Viewing Progress Milestones for Ongoing Action Plans
Given a student’s cumulative completed activities meet a milestone threshold, when the dashboard is refreshed, then the corresponding milestone badge displays and the progress bar updates to reflect the new achievement.
Customizing Action Plan Notifications
Given a parent accesses notification settings, when they toggle email or push notifications on or off and save changes, then the preferences persist across sessions and only the selected notification types are delivered.
Progress Feedback Notifications
"As a parent, I want updates on my child’s improvement so that I know if my support strategies are effective."
Description

Implement a notification system that alerts parents when significant progress is detected or when follow-up activities are recommended. Notifications should be customizable by frequency and channel (e.g., email, push) to keep parents informed without overwhelming them.

Acceptance Criteria
Immediate Progress Alert Scenario
Given a student’s reading level advances beyond the defined threshold, When the teacher logs this progress in the system, Then a push notification is delivered to the parent within 5 minutes detailing the achievement.
Activity Recommendation Email Scenario
Given follow-up activities are recommended for a student’s math assessment gap, When the teacher finalizes and submits these recommendations, Then an email containing at least one resource link is sent to the parent within 10 minutes.
Weekly Summary Customization Scenario
Given the parent configures notifications to a weekly summary on Mondays at 8:00 AM, When Monday at 8:00 AM arrives, Then the system aggregates all progress alerts and recommendations from the previous week and sends a single summary email by 8:01 AM.
Push-Only Channel Preference Scenario
Given the parent selects push-only as the notification channel, When any progress or recommendation is generated, Then only a push notification is sent and no email is dispatched for those events.
Notification Suppression for Minor Improvements Scenario
Given a student’s progress does not meet the minimum significance threshold, When that minor progress is recorded, Then no notification (push or email) is sent to the parent.

PeerBenchmark

Compare your child’s weekly performance against class or grade-level averages in a privacy-respecting format, offering context and helping parents understand where their child stands within the broader classroom landscape.

Requirements

Aggregated Performance Data Collection
"As a parent, I want to see my child’s performance data weekly so that I can understand their progress relative to class and grade averages."
Description

Implement a secure, automated pipeline to ingest weekly student performance metrics from the school’s SIS and LMS, normalize the data across different assessment types, and store it in a centralized analytics database. Ensure data accuracy, integrity, and timely availability to support downstream comparative analyses.

Acceptance Criteria
Weekly Data Ingestion from SIS & LMS
Given valid SIS and LMS data endpoints are configured When the weekly ingestion job runs Then all new and updated student performance records for the week are retrieved without errors and logs confirm 100% success
Data Normalization Across Assessment Types
Given diverse assessment formats (quizzes, assignments, exams) When processing ingested records Then the system applies normalization rules to standardize scores to a common scale, ensures no score falls outside the normalized range, and logs any exceptions
Data Integrity Verification
Given the normalized data set When validation rules execute Then checksums and record counts match source systems, no duplicate records exist, and any discrepancy triggers an alert to data administrators
Centralized Storage Availability
Given the analytics database is accessible When the ingestion pipeline writes normalized data Then all records are stored in the designated schema and table within one hour of ingestion completion and are queryable by downstream services
Timely Data Availability for Analysis
Given the end-of-week ingestion process completes When data is available in the analytics database Then the performance comparison module retrieves the latest weekly data within 15 minutes to ensure peer benchmark reports are ready by Monday 8am
Privacy Compliance and Anonymization
"As an administrator, I want student data to be aggregated and anonymized so that individual privacy is maintained while providing valuable insights."
Description

Design and integrate a privacy-preserving layer that anonymizes individual student identifiers during data aggregation, enforces FERPA and GDPR compliance, and applies differential privacy techniques to benchmark calculations to protect student confidentiality.

Acceptance Criteria
Anonymization Process During Data Aggregation
Given a batch of student performance records when data is ingested for benchmarking then all student identifiers must be replaced with randomized tokens and original identifiers must not be retrievable.
FERPA Compliance Enforcement
Given a request to access benchmarking results when the user role is teacher or parent then only aggregated metrics without any individual student PII are displayed in compliance with FERPA.
GDPR Data Subject Access
Given a parent’s request to view or delete their child’s data when processing benchmarking data then the system must provide an export of anonymized benchmark reports and permanently erase any residual personal data upon confirmation.
Differential Privacy Noise Addition
Given the calculation of class and grade-level averages when generating benchmarks then calibrated noise must be applied using differential privacy algorithms to ensure that individual contributions cannot be re-identified within a 95% confidence interval.
Audit Logging for Privacy Operations
Given any anonymization or data erasure operation when privacy-related processing occurs then an immutable audit log entry with timestamp, operation type, and anonymized token must be created and stored securely.
Interactive Comparative Dashboard
"As a parent, I want an interactive dashboard that compares my child’s performance against class and grade averages so that I can easily understand their relative standing."
Description

Develop an interactive dashboard component within ClassLink that visualizes a child’s weekly performance against class- and grade-level averages using charts, tables, and trend lines. Provide filtering by subject, time period, and performance metric, with responsive design for web and mobile.

Acceptance Criteria
Viewing Weekly Performance Chart on Desktop
Given a teacher or parent is logged in on a desktop device and navigates to the Interactive Comparative Dashboard for a selected child, when the dashboard loads, then a line chart is displayed showing the child’s performance for the current week alongside class- and grade-level averages with distinct colors and a legend.
Filtering Performance Data by Subject on Mobile
Given a user is on a mobile device and opens the subject filter menu on the Interactive Comparative Dashboard, when they select a specific subject, then the dashboard refreshes to display only the performance chart, table, and trend lines for that subject across weekly intervals.
Comparing Trend Lines Over Multiple Weeks
Given a user selects a custom date range spanning multiple weeks on the dashboard, when the range is applied, then the trend lines for the child, class average, and grade average update to reflect the selected period with appropriate labels and color-coding.
Accessing Grade-Level Averages
Given a user toggles to the grade-level view on the dashboard, when the view is activated, then a table appears listing the grade-level average scores for each day of the selected week alongside the child’s individual scores.
Responsive Layout Adjustment
Given the dashboard is accessed on a screen narrower than 600 pixels, when the page renders, then the dashboard layout collapses to a single-column format, charts resize to fit the viewport, and all interactive elements remain functional without horizontal scrolling.
Benchmark Notification Preferences
"As a parent, I want to receive notifications when my child’s performance significantly differs from the norm so that I can address issues promptly."
Description

Enable customizable notification settings that allow parents to subscribe to alerts when their child’s performance deviates by configurable thresholds (e.g., 10% below class average). Support delivery via push notifications, email, or SMS, with options to adjust frequency and channels.

Acceptance Criteria
Threshold Notification via Push
Given a parent has set a performance deviation threshold of 10% below class average and enabled push notifications, When the student's weekly performance falls 12% below the class average, Then a push notification is delivered to the parent's device within 5 minutes.
Weekly Email Summary for Performance Deviations
Given a parent has subscribed to weekly email summaries and set notifications for deviations greater than 5%, When the weekly performance report is generated, Then an email summarizing all deviations exceeding 5% is sent to the parent's registered email address every Monday at 8 AM.
Immediate SMS Alert for Significant Deviations
Given a parent has enabled SMS alerts for deviations above 15%, When the student's performance deviates by 16% or more from the class average, Then an SMS message detailing the deviation percentage and comparison is sent to the parent's mobile number within 2 minutes.
Updating Notification Settings
Given a parent navigates to the notification preferences page, When the parent changes the deviation threshold or toggles channels (push/email/SMS), Then the system saves the new preferences and displays a confirmation message within 3 seconds.
Disabling Alerts When Threshold Set to Zero
Given a parent sets the performance deviation threshold to 0% in notification settings, When the parent saves this configuration, Then no further alerts are generated regardless of performance deviations until the threshold is raised above 0%.
Weekly Data Refresh Scheduler
"As a teacher, I want the benchmark data to be refreshed automatically every week so that parents always see up-to-date performance comparisons."
Description

Implement a scheduler service that automatically triggers the data ingestion and benchmark recalculation process every week, ensures completion before Monday at 8 AM, logs processing status, and alerts the admin team in case of failures or data anomalies.

Acceptance Criteria
Automatic Weekly Data Refresh Trigger
Given the scheduler service is operational, When the system time reaches Sunday at 11:59 PM UTC, Then the data ingestion and benchmark recalculation process initiates automatically.
Scheduler Completion Before Monday 8 AM
Given the weekly refresh process starts successfully, When processing is complete, Then the service records a completion timestamp and ensures it occurs before Monday at 8 AM local time.
Processing Status Logging
Given the scheduler runs a weekly job, When each stage of ingestion and recalculation occurs, Then the service logs start time, end time, record counts, and any warnings to the central logging system.
Failure Alert Notification
Given any error occurs during ingestion or recalculation, When the job fails or times out, Then the system sends an alert to the admin team via email and Slack within 5 minutes of failure.
Data Anomaly Detection and Alerting
Given recalculated benchmarks are generated, When outlier data such as zero students processed or a change exceeding 50% is detected, Then the system flags the anomaly and alerts the admin team with detailed metrics.

AchievementBadges

Award digital badges for milestones such as perfect attendance or grade improvements, and automatically include these recognitions in weekly reports to motivate students and give parents tangible reasons to praise progress.

Requirements

Automated Badge Criteria Engine
"As a school administrator, I want the system to automatically assign badges based on predefined criteria so that I don't have to manually track student milestones and can ensure timely recognition of student achievements."
Description

Develop a rule-based engine that automatically evaluates student data such as attendance records and grade metrics to determine eligibility for specific badges like Perfect Attendance or Grade Improvement. The engine must integrate with the existing student database, allow configurable thresholds, and ensure real-time processing to reflect achievements immediately in reports.

Acceptance Criteria
Perfect Attendance Badge Evaluation
Given a student has no absences for the evaluation period When the badge engine processes attendance data Then the Perfect Attendance badge is assigned to the student's profile and flagged for weekly report inclusion.
Grade Improvement Badge Evaluation
Given a student's grade in a course has increased by at least the configured threshold since the last evaluation When the badge engine runs grade analysis Then the Grade Improvement badge is attached to the student's profile and appears in weekly reports.
Threshold Configuration Update
Given an administrator updates badge eligibility thresholds via the configuration interface When the engine reloads configuration settings Then the new thresholds are applied immediately to subsequent eligibility evaluations.
Real-Time Processing upon Data Change
Given new attendance or grade data is added or updated in the student database When the engine detects the data change event Then badge eligibility is recalculated in real time and database records are updated accordingly within 2 minutes.
Integration with Weekly Reports
Given badges have been awarded during the evaluation period When the weekly report generation process runs Then all awarded badges are included in each student's report with correct badge names and dates.
Badge Management Dashboard
"As a teacher, I want to manage badge types and their criteria in a central interface so that I can customize recognitions to fit my classroom goals and ensure consistency across all students."
Description

Implement an intuitive dashboard within ClassLink where teachers and administrators can create, edit, and delete badge types, configure criteria settings, and preview student assignments. The dashboard should support role-based access, provide real-time feedback on badge assignments, and seamlessly integrate with the main user interface.

Acceptance Criteria
Creating a New Badge Type
Given a teacher with 'Badge Creator' role navigates to the dashboard and clicks 'New Badge' When the badge creation form appears Then the form includes fields for badge name, description, and criteria settings And the 'Save' button remains disabled until all required fields are filled with valid data When valid data is entered and 'Save' is clicked Then the new badge appears in the badge list with correct details
Editing an Existing Badge Type
Given a teacher selects an existing badge and clicks 'Edit' When the badge form populates with the badge’s current name, description, and criteria settings When the teacher modifies any field and clicks 'Save' Then the badge list updates immediately to reflect the changes And no validation errors remain
Deleting a Badge Type
Given a teacher selects a badge and clicks 'Delete' When a confirmation dialog appears and the teacher confirms deletion Then the badge is removed from the badge list And it cannot be assigned to new students
Previewing Badge Assignments
Given a teacher opens the badge dashboard and selects 'Preview Assignments' for a specific badge When the preview loads Then a modal displays all students currently meeting the badge criteria And updates instantly if the teacher adjusts the badge criteria within the preview
Role-Based Access Control
Given a user with 'Administrator' role accesses the badge dashboard Then all badge creation, editing, and deletion functions are available Given a user with 'Viewer' role accesses the badge dashboard Then the new, edit, and delete buttons are hidden or disabled And any attempted access to restricted functions displays an 'Access Denied' message
Badge Integration in Weekly Reports
"As a parent, I want to see my child's achievements displayed with visual badges in the weekly report so that I can easily recognize and celebrate their progress."
Description

Enhance the weekly report generation module to include awarded badges alongside student performance summaries. Badges must be visually represented with icons and descriptive text, formatted consistently for both email and in-app reports, ensuring parents receive clear and motivational feedback on their child’s achievements.

Acceptance Criteria
Weekly Report Email with Badges
Given a student has earned badges during the week, When the weekly report email is generated, Then each badge is displayed with its icon, title, and short description in the 'Achievements' section of the email.
In-App Weekly Report Display
Given a student has earned badges during the week, When a parent views the weekly report in the app, Then badges are rendered with consistent styling and are clickable to view detailed descriptions.
No Badges Awarded Handling
Given a student has not earned any badges during the week, When the weekly report is generated (email or in-app), Then the 'Achievements' section displays the message 'No achievements this week' and omits badge icons.
Badge Icon Quality and Sizing
Given badge icons of various native resolutions, When included in weekly reports, Then all icons are uniformly scaled to 64x64 pixels without distortion and maintain visual clarity.
Badge Description Localization
Given the system language preference is set to a supported locale, When generating weekly reports, Then badge titles and descriptions are displayed in the selected language using the correct localized strings.
Real-Time Badge Notifications
"As a parent, I want to receive an immediate alert when my child earns a new badge so that I can congratulate them right away and stay engaged with their achievements."
Description

Create a notification system that sends real-time alerts to parents and teachers when a student earns a new badge. Notifications should be delivered via in-app banners and optional email or SMS channels, allowing recipients to configure their preferred notification types in their settings.

Acceptance Criteria
Badge Earned Notification Delivery
Given a student earns a new badge, when the badge is recorded in the system, then an in-app banner notification is displayed to subscribed parents and teachers within 5 seconds. Given parents opted in for email notifications, when the badge is recorded, then an email is sent within 1 minute containing the badge name, date earned, and student’s name. Given parents opted in for SMS notifications, when the badge is recorded, then an SMS is sent within 1 minute summarizing the badge earned.
Notification Preference Configuration
Given a parent or teacher navigates to the notification settings page, when they select or deselect email or SMS channels for badge alerts, then the selections are saved, confirmed via a success message, and applied to all future badge notifications.
Notification Retry on Failure
Given a notification delivery attempt fails due to a transient error, when retry logic is triggered, then the system retries sending the notification up to 3 times at 30-second intervals and logs each attempt. Given all retry attempts fail, when retry limit is reached, then the system logs an error entry and queues the notification for manual review by support.
Duplicate Badge Notifications Suppression
Given a student earns multiple badges within a 10-minute window, when notifications are sent, then the system consolidates those badge events into a single summary notification that lists all badges earned and the time range.
Notification Read Acknowledgment Tracking
Given a parent or teacher receives an in-app banner notification, when they click the banner to view badge details, then the notification is marked as read in the notification center and the read status is visible to both parents and teachers.
Badge Analytics Dashboard
"As a teacher, I want to view analytics on badge awards so that I can identify patterns in student performance and adjust my teaching strategies accordingly."
Description

Build an analytics dashboard that tracks badge distribution trends over time, including metrics such as total badges awarded, most common badge types, and student engagement rates. The dashboard should offer filtering by class, grade, and time period, and provide export options for CSV and PDF formats.

Acceptance Criteria
Overview Dashboard Data Accuracy
- Given the Badge Analytics Dashboard is loaded When a user views the total badges awarded Then the displayed total matches the sum in the database for the selected time period and filters applied
Filtering Insights by Class and Grade
- Given multiple class and grade filters selected When the user applies filters Then only badge distribution data for those specific classes and grades is shown across all charts and tables
Time Period Trend Visualization
- Given a time period selected via date-picker When the user views the trend chart Then the line graph plots badge counts per chosen interval, includes correct axis labels, and shows accurate tooltips on hover
Exporting CSV Reports
- Given the user clicks the CSV export button When the export process completes Then a CSV file downloads with UTF-8 encoding, includes headers (Badge Type, Count, Class, Grade, Date), and contains only data matching current filters
Exporting PDF Reports
- Given the user clicks the PDF export button When the export process completes Then a PDF file downloads with proper layout, includes charts and tables reflecting current filters, maintains readable formatting, and opens without errors

ParentPulseChat

Enable in-report quick-reply prompts that let parents send one-tap messages or schedule meetings with teachers directly from their weekly snapshot, streamlining communication when concerns or questions arise.

Requirements

Instant Quick-Reply Button
"As a parent, I want to send a quick response directly from my child’s weekly snapshot so that I can address questions or concerns instantly without switching screens."
Description

Embed a one-tap reply button within the weekly snapshot report that opens a minimal chat interface pre-filled with the context of the report. This functionality allows parents to respond immediately without navigating away, reducing friction and ensuring timely communication. The button integrates seamlessly into the report view and captures metadata such as the report ID and timestamp for reference.

Acceptance Criteria
Parent taps Quick-Reply from Weekly Snapshot
Given a parent is viewing the weekly snapshot report, When they tap the Quick-Reply button, Then the chat interface opens within 2 seconds and displays a pre-filled message context referencing the report.
Chat Interface Pre-Filled with Report Context
Given the chat interface is opened via Quick-Reply, Then the message input contains the report ID and timestamp, and the subject line indicates the weekly snapshot context.
Metadata Capture Validation
Given a Quick-Reply message is sent, Then the system logs the report ID, timestamp, parent user ID, and message content into the database, and the metadata matches the original report.
Seamless UI Integration for Quick-Reply
Given the weekly snapshot page is displayed on desktop and mobile devices, Then the Quick-Reply button appears inline with consistent styling, is responsive to tap or click, and does not break the layout.
Network Failure Fallback Behavior
Given the parent attempts to send a Quick-Reply when offline, When they tap Send, Then an error message is displayed indicating offline status, the message is queued locally, and is automatically sent when connectivity is restored.
In-Report Meeting Scheduler
"As a parent, I want to schedule a meeting with my child’s teacher from the weekly snapshot so that I can discuss issues or feedback at a convenient time without back-and-forth emails."
Description

Provide an embedded scheduling interface in the weekly snapshot that lets parents view available time slots and book meetings with teachers. This feature automatically syncs with teachers’ calendars, sends confirmation notifications, and updates both parties in real time, streamlining the process of setting up face-to-face or virtual meetings.

Acceptance Criteria
Parent Accesses Scheduling Interface
When a parent clicks the "Schedule Meeting" button in the weekly snapshot, the embedded calendar interface loads within 2 seconds and displays the next two weeks of available time slots.
Parent Books a Meeting Slot
Given a selected available time slot, when the parent confirms booking, the system reserves the slot, disables it for other users, and displays a confirmation message within 1 second.
Teacher Calendar Sync
Once a meeting is booked, the event appears on the teacher's synced calendar within 5 minutes with correct date, time, parent name, and meeting link.
Confirmation Notification Delivery
After booking, both parent and teacher receive an email and in-app notification containing meeting details within 2 minutes.
Rescheduling a Meeting
Given an existing booking, when a parent selects "Reschedule" and picks a new time slot, the original meeting is cancelled, the new one confirmed, and both parties notified within 2 minutes with the updated event reflected in their calendars.
Customizable Quick Responses
"As a busy parent, I want to choose or edit preset responses so that I can communicate quickly without typing a full message each time."
Description

Offer a set of predefined response templates (e.g., “Thank you,” “I’ll follow up,” “Please clarify”) that parents can select or customize before sending. This feature speeds up replies, maintains consistency, and allows personalization while ensuring messages remain clear and relevant to the report context.

Acceptance Criteria
Selecting a Predefined Response Template
Given a parent on the weekly snapshot with the quick-reply panel open, When the parent selects a predefined response template from the list, Then the selected template text populates the reply input field.
Customizing and Saving a New Template
Given a parent opens the quick-reply panel and selects 'Customize Template', When the parent edits the template text and assigns a unique template name, Then the new custom template is saved and appears in the template list.
Applying a Customized Template during Quick-Reply
Given a parent has saved custom templates in their profile, When the parent chooses a custom template from the template list, Then the exact saved custom text populates the reply input field.
Handling Maximum Character Limit
Given a parent is composing a quick response, When the input text exceeds 250 characters, Then the system displays a clear error message and disables the send button until the text is within the limit.
Persistence of Customized Templates Across Sessions
Given a parent has one or more saved custom templates, When the parent logs out and logs back in later, Then all previously saved custom templates remain available in the template list.
Threaded Message Context
"As a teacher, I want to see all parent replies and meeting requests organized under the specific report so that I can review the conversation in context and respond appropriately."
Description

Maintain conversation threads directly within the weekly snapshot report, linking each quick reply or scheduled meeting request to the original report. This threaded view preserves context, makes it easy to track ongoing dialogues, and ensures that parents and teachers can follow the communication history without searching through a separate inbox.

Acceptance Criteria
Initiate Quick Reply within Weekly Snapshot
Given a parent views the weekly snapshot report, when they tap 'Reply' under a specific report section, then the message thread view opens displaying previous messages for that report and a text input referencing the report ID
Schedule Meeting from Snapshot
Given a parent is viewing a weekly report, when they select 'Schedule Meeting', then the scheduling interface appears with available teacher time slots and selecting a slot schedules the meeting with a confirmation notification sent
Display Threaded Conversations
Given a threaded conversation exists for a report, when a parent opens the report, then all messages in the thread are displayed in chronological order with timestamps and sender identification
Notification of New Thread Replies
Given a new reply is posted in a report thread, when the parent has notifications enabled, then they receive a real-time in-app notification indicating the new message and linking directly to the thread
Persistent Thread Linking to Original Report
Given a parent navigates to a message thread from their inbox, when they click the thread, then the original weekly snapshot report is displayed above the first message to provide full context
Notification Preference Management
"As a parent, I want to choose how and when I receive notifications for chat replies and meeting bookings so that I stay informed without being inundated."
Description

Allow parents to customize their notification settings for quick replies and meeting confirmations within the report. Options include instant push notifications, daily digests, or email summaries. This flexibility ensures parents receive updates in their preferred format and frequency without overwhelming them.

Acceptance Criteria
Instant Push Notification Preference Selection
Given a parent is on the Notification Settings page, when they select “Instant Push” for quick replies and click Save, then the system displays a success message and stores “Instant Push” as the selected option for quick replies.
Daily Digest Notification Preference Selection
Given a parent is on the Notification Settings page, when they select “Daily Digest” for quick replies and click Save, then the system displays a success message and aggregates quick replies into a single daily notification sent at the specified time.
Email Summary Notification Preference Selection
Given a parent is on the Notification Settings page, when they select “Email Summary” for meeting confirmations and click Save, then the system displays a success message and adds their email address to the daily summary distribution list.
Preference Update Persistence
Given a parent updates any notification preference and refreshes or revisits the Notification Settings page, then the previously selected preferences persist and are displayed correctly.
Notification Delivery According to Preferences
Given a parent has set specific preferences for quick replies and meeting confirmations, when relevant events occur, then the system sends notifications only via the selected methods and at the configured frequency for each event type.

TalentMatch

Automatically suggests volunteer roles based on parents’ skills, interests, and availability. By matching families with relevant opportunities—like photography for event flyers or language support for welcoming non-English speakers—TalentMatch streamlines sign-ups and ensures volunteers feel confident and valued from the start.

Requirements

Volunteer Profile Setup
"As a parent volunteer, I want to set up my profile with my skills, interests, and availability so that TalentMatch can suggest relevant volunteer roles."
Description

Enable parents to create and customize volunteer profiles by specifying their skills, interests, and availability. Profiles should include fields for skill sets (e.g., photography, translation), personal interests, and schedule preferences, and must integrate with existing user accounts in ClassLink. The feature will provide a user-friendly form with validation and guidance to ensure completeness and accuracy, enhancing the matching process.

Acceptance Criteria
Loading the Volunteer Profile Form
Given a parent user is authenticated, When they navigate to 'Volunteer Profile Setup', Then the volunteer profile form must load within 2 seconds and display fields for skills, interests, and availability.
Entering and Saving Valid Profile Information
Given the volunteer profile form is displayed, When the parent enters valid data into all fields and clicks 'Save', Then the system must persist the data, display a success notification, and reflect the updates on subsequent visits.
Mandatory Field Validation on Profile Submission
Given the parent leaves one or more mandatory fields empty, When they attempt to save the profile, Then the system must highlight each missing field with an error message stating 'This field is required' and prevent form submission.
Editing an Existing Volunteer Profile
Given the parent has a previously saved volunteer profile, When they access the profile setup form, Then all existing profile information must be pre-populated accurately and become editable.
Synchronizing Profile Data with TalentMatch Engine
Given the parent saves or updates their volunteer profile, When the save operation completes, Then the TalentMatch service must receive the updated profile data and update the matching results within 5 minutes.
Skill–Interest–Availability Matching Engine
"As a busy parent, I want TalentMatch to automatically suggest volunteer roles based on my profile so that I can quickly find opportunities that fit my skills and schedule."
Description

Develop an algorithm that analyzes volunteer profiles and available roles to automatically suggest the best matches. The engine should weigh skills, interests, proximity, and timing to rank opportunities. It must integrate with the profile database and event listings in real time, providing a dynamic list of recommended roles that maximize volunteer engagement and satisfaction.

Acceptance Criteria
New Volunteer Receives Initial Role Suggestions
Given a volunteer completes their profile with skills, interests, and availability, when they view open roles, then the system displays up to five suggested roles ranked by skill match ≥80%, interest alignment, and availability compatibility within the next 7 days.
Real-Time Updates for Newly Added Events
Given an event organizer adds a new volunteer role, when the role is created in the system, then matching volunteers with relevant skills and availability receive an updated suggestion list within 2 minutes.
Volunteer Profile Update Triggers Suggestion Refresh
Given a volunteer edits their skills, interests, or availability, when the update is saved, then the system recalculates and displays an updated list of suggested roles reflecting the changes immediately.
Conflict-Free Scheduling Check
Given a volunteer’s existing commitments, when suggesting roles, then the system excludes any opportunities that overlap with confirmed availability conflicts and only presents non-conflicting suggestions.
Event Organizer Reviews Recommendation Relevance
Given an event organizer reviews suggested volunteers for a role, when viewing the match rankings, then each volunteer suggestion displays match percentage and primary matching criteria (skill, interest, or availability) for transparency.
Availability Calendar Integration
"As a parent, I want to sync my personal calendar with TalentMatch so that suggested volunteer opportunities never conflict with my existing commitments."
Description

Integrate volunteers’ availability calendars with ClassLink’s scheduling system. Parents should be able to sync external calendars (Google, Outlook) or manually block time slots in ClassLink. The system must check calendar conflicts before suggesting roles and update availability in real time, ensuring accurate scheduling and reducing double bookings.

Acceptance Criteria
External Calendar Sync
Given a volunteer has connected their Google calendar, When the system fetches their calendar, Then all events are imported as unavailable time slots in ClassLink within 5 minutes.
Manual Time Slot Blocking
Given a volunteer chooses to block a time slot manually, When they select the date and time range and confirm, Then the time slot is marked unavailable and visible in the scheduling system immediately.
Real-Time Availability Update
Given a calendar event is added, updated, or deleted in an external calendar, When the sync webhook triggers, Then the volunteer’s availability in ClassLink is updated in real time within 2 minutes.
Conflict Detection Before Role Suggestion
Given a volunteer’s availability is set, When the system suggests a volunteer role, Then the system checks for overlapping unavailable slots and only suggests roles fitting the available times.
Failed Sync Error Handling
Given an external calendar integration error occurs, When the system cannot sync availability, Then an error notification is displayed to the volunteer with guidance to retry, and the failure is logged.
Volunteer Opportunity Dashboard
"As a parent, I want a dashboard where I can view and sign up for recommended volunteer roles so that I can easily manage my volunteer activities."
Description

Create a dashboard displaying volunteer opportunities tailored to each parent. It should list suggested roles, upcoming events, and sign-up buttons. The UI must highlight key details (date, time, role description, required skills) and allow filtering and sorting. Integrate with the matching engine to update recommendations dynamically.

Acceptance Criteria
Personalized Dashboard Load
Given a parent is logged in and has profile data, when they access the Volunteer Opportunity Dashboard, then they should see a list of suggested volunteer roles that match their skills, interests, and availability.
Volunteer Opportunity Filtering
Given the Volunteer Opportunity Dashboard is displayed, when the parent applies a filter by date, required skill, or event type, then the list updates within 2 seconds to only show opportunities matching the selected filters.
Opportunity Details Display
Given a list of volunteer opportunities is shown, when the parent clicks on an opportunity’s title or details link, then a detailed view expands to display date, time, description, required skills, and a sign-up button.
Dynamic Recommendations Update
Given the matching engine processes new or updated parent profile information, when changes to skills, interests, or availability occur, then the dashboard should automatically refresh the suggested opportunities without a full page reload.
Event Sign-Up Interaction
Given an opportunity is displayed in the dashboard, when the parent clicks the Sign Up button, then a confirmation message appears, the opportunity status changes to 'Signed Up', and the event is added to the parent’s upcoming events list.
Automated Notifications and Confirmations
"As a parent volunteer, I want to receive timely notifications and confirmations for matched roles so that I stay informed and never miss an event."
Description

Implement notification workflows that alert parents to new matching opportunities, upcoming events, and confirmation messages. Notifications should be sent via email, SMS, and in-app messages. Confirmation workflows must update event attendance records and provide follow-up reminders, ensuring clear communication and reducing no-shows.

Acceptance Criteria
New Volunteer Opportunity Notification Delivery
Given a parent with matching settings enabled When a new volunteer opportunity is created Then an email, SMS, and in-app notification are delivered to the parent within 2 minutes
Event Attendance Confirmation
Given a parent receives an event notification When the parent clicks ‘Confirm Attendance’ in any channel Then the event attendance record is updated in the system and a confirmation message is sent via the same channel
Attendance Reminder Notification
Given an upcoming event with unconfirmed attendees When the event start time is 24 hours away Then a reminder notification is sent via email, SMS, and in-app message to each unconfirmed parent
Notification Delivery Fallback
Given a primary notification channel fails When sending a notification Then the system automatically retries delivery via the other two channels within 5 minutes
Real-time In-app Notification Update
Given the parent is active in the app When a new matching opportunity or event reminder is generated Then the in-app notification badge count updates in real time and the notification appears in the user’s feed

SwapShift

Enables parents to seamlessly trade or share volunteer slots with other families. With in-app swap requests, real-time availability checks, and instant approvals, SwapShift reduces scheduling conflicts and keeps events fully staffed without manual coordination.

Requirements

Real-Time Slot Visibility
"As a parent volunteer, I want to see real-time availability of all volunteer slots so that I can quickly identify and select an open shift that fits my schedule without confusion."
Description

Implement a dynamic calendar interface that displays all available volunteer slots in real-time, allowing parents to view and filter by date, time, event type, and current availability status. This feature ensures parents have up-to-date information on open slots, streamlining planning and reducing scheduling conflicts.

Acceptance Criteria
Display All Volunteer Slots
Given the parent opens the calendar interface, When the page loads, Then all volunteer slots for the upcoming month are displayed with current availability status (Available, Filled, or Pending Swap) without manual refresh.
Filter Slots by Date and Time
Given the parent selects a specific date and time range, When the filter is applied, Then only slots matching the selected criteria are shown, and the total count of matching slots is updated accordingly.
Filter Slots by Event Type
Given the parent chooses one or more event types (e.g., classroom assistance, fundraising), When the filter is applied, Then the calendar displays only slots corresponding to those event types, with real-time availability indicators.
Real-Time Update on Slot Booking
Given a slot’s availability changes (e.g., booked by another parent), When the change occurs, Then the parent’s calendar interface reflects the updated availability within 5 seconds without requiring manual page refresh.
Search and Availability Summary
Given the parent uses the search function with keywords (e.g., ‘Art Fair’), When the search is executed, Then matching slots are displayed with real-time availability badges and the total number of available slots is shown.
Swap Request Workflow
"As a parent volunteer, I want to request a shift swap with another parent through the app so that I can manage my commitments conveniently without manual outreach."
Description

Develop an intuitive in-app process for parents to initiate swap requests, selecting their own assigned slot and choosing one or more target parents to propose the exchange. The workflow should guide users through selecting slots, composing optional messages, and submitting requests, ensuring a seamless user experience.

Acceptance Criteria
Initiating Swap from My Assigned Slot
Given the user is on the 'My Volunteer Slots' page and has at least one assigned slot, when the user taps the 'Swap' button on an assigned slot, then the 'Select Target Parent' screen appears with the selected slot’s date, time, and details pre-populated.
Choosing One or Multiple Target Parents
Given the 'Select Target Parent' screen lists eligible parents, when the user selects one or more target parents, then each selected parent is visually highlighted and the selection count updates accordingly.
Composing an Optional Message
Given the swap request interface includes an optional message field, when the user enters text into this field, then the message is saved, and the preview reflects exactly the entered content without truncation.
Submitting the Swap Request
Given all required selections are made, when the user taps 'Submit Request', then the system sends the swap request to the selected parents, stores the request in the database, and displays a confirmation banner within 3 seconds.
Real-Time Availability Validation
Given a selected target parent’s slot becomes unavailable during selection, when this change occurs, then the system disables the 'Submit Request' button and displays an error message indicating the slot is no longer available.
Conflict Detection & Resolution
"As a system administrator, I want the app to automatically detect and prevent scheduling conflicts so that all events maintain adequate volunteer coverage."
Description

Integrate automatic detection of scheduling conflicts by validating swap requests against existing assignments, blackout dates, and minimum staffing requirements. Provide real-time feedback and suggestions to resolve conflicts, preventing overbooking and ensuring events remain fully staffed.

Acceptance Criteria
Swap Request Against Existing Assignment
Given a parent attempts to swap into a slot they are already assigned; When the system validates the swap request; Then the system rejects the request with 'Conflict: Already assigned to this slot' and disables the swap confirmation.
Swap Request on Blackout Date
Given a parent submits a swap request for a date marked as a blackout; When the system checks blackout dates; Then the system blocks the request and displays 'Swap not allowed on blackout dates'.
Swap Causing Understaffing
Given a swap request would result in staffing below the event's minimum requirement; When the system evaluates the impact; Then the system prevents the swap and suggests available slots that maintain minimum staffing.
Real-Time Conflict Detection During Selection
Given a parent browses or selects a slot; When they hover over or choose the slot; Then the system instantly indicates availability status and highlights any conflicts before submission.
Automated Suggestions for Conflict Resolution
Given a swap request conflicts with an existing assignment or requirement; When the system detects the conflict; Then the system provides at least two alternative slots or swap partners that resolve the conflict.
Automated Approval & Notifications
"As an event coordinator, I want to approve swap requests within the app and notify parents automatically so that the process is efficient and transparent."
Description

Create an automated approval system where designated event coordinators can review and approve swap requests with a single click. Implement push and email notifications to inform parents of request submissions, approvals, rejections, and final confirmations, keeping all parties updated throughout the process.

Acceptance Criteria
Swap Request Submission
Given a parent submits a swap request with valid details, When the request is submitted, Then the designated coordinator receives an email within 1 minute and a push notification on all registered devices, and the request is recorded in the coordinator’s dashboard with a 'Pending' status.
Coordinator Approves Swap Request
Given the coordinator views a pending swap request, When the coordinator clicks the 'Approve' button, Then the system updates the request status to 'Approved' and triggers automated push and email notifications to both the original and replacement parents within 1 minute.
Coordinator Rejects Swap Request
Given the coordinator views a pending swap request, When the coordinator clicks the 'Reject' button and provides a rejection reason, Then the system updates the request status to 'Rejected' and sends email and push notifications including the reason to the requesting parent within 1 minute.
Final Confirmation Delivery
Given a swap request has been approved, When both parents have acknowledged the approval, Then the system sends a final confirmation email and push notification summarizing event details and volunteer slot information to both parents within 1 minute.
Failed Notification Handling
Given the system fails to deliver a notification (email or push), When retry logic is executed three times without success, Then an error alert is logged and an email is sent to the event coordinator detailing the failed notifications.
Shift Swap History Log
"As a school administrator, I want to access a history of all shift swaps so that I can audit volunteer coordination and generate reports when needed."
Description

Maintain a comprehensive, filterable audit log of all swap activities, capturing details such as requester, requestee, timestamps, status changes, and moderator actions. Include export functionality for reporting and compliance purposes, ensuring accountability and traceability.

Acceptance Criteria
Admin Accesses Complete Swap History
Given an authenticated admin user, when they navigate to the SwapShift History Log, then all past swap requests are displayed including requester, requestee, timestamps, status changes, and moderator actions.
Moderator Filters Swap Logs by Date Range
Given a moderator, when they apply a start and end date filter, then the log displays only entries with timestamps within the specified range.
User Searches Swap Log by Participant
Given a user enters a participant's name in the search bar, when they initiate the search, then the log filters entries where the requester or requestee matches the query.
Export Swap History as CSV
Given a moderator selects the export function and chooses CSV format, when they confirm the export, then the system generates and downloads a CSV file containing all log fields for the selected filters.
Log Records Status Change Events
Given any swap request is approved, rejected, or canceled, when the status changes, then a corresponding log entry is created capturing the new status, timestamp, and acting user.
Audit Log Entries Immutable After Creation
Given any log entry exists, when any user attempts to modify or delete it, then the system prevents the action and displays an error indicating that audit records are immutable.

ReminderWave

Sends automated, customizable reminders via push notification, email, or SMS ahead of an upcoming volunteer slot. Parents can choose timing and frequency, ensuring no one misses their commitment and reducing last-minute no-shows.

Requirements

Custom Reminder Scheduling
"As a parent, I want to set when and how often I receive reminders for volunteer slots so that I can plan my schedule and never miss a commitment."
Description

Enable parents to define the exact timing and frequency of reminders for upcoming volunteer slots, including options like specific hours before, daily digests, and recurring patterns. This feature integrates with the existing event calendar, allowing reminders to adapt automatically if slot times change, and ensures that users receive notifications at moments that best suit their schedules, reducing confusion and no-shows.

Acceptance Criteria
Specific Hours Before Slot Reminder
Given a parent configures a reminder for a specified number of hours before a volunteer slot, when the reminder schedule is saved, then the system must send the notification exactly at the configured hours prior to the slot start time via the chosen channels.
Daily Digest Reminder
Given a parent opts into a daily digest, when there are one or more upcoming volunteer slots within the next 24 hours, then the system must aggregate slot reminders into a single summary and send it at the parent’s selected time each day.
Recurring Pattern Reminder
Given a parent selects a recurring reminder pattern (e.g., weekly on Monday at 8:00 AM), when the pattern applies to upcoming volunteer slots, then the system must schedule and send reminders according to the defined recurrence schedule.
Automatic Reminder Update After Slot Time Change
Given an existing reminder is scheduled and the volunteer slot time is modified, when the slot time changes in the calendar, then the system must automatically update all related reminders to the new time interval and notify the parent of the adjustment.
Multi-Channel Notification Delivery
Given a parent selects multiple notification channels (push, email, SMS), when a reminder is triggered, then the system must deliver the notification through all selected channels within five minutes of the scheduled reminder time.
Multi-Channel Delivery
"As a parent, I want to receive reminders via my preferred channel (push, email, or SMS) so that I am more likely to see the notification in time."
Description

Provide automated delivery of reminders through multiple channels—push notifications, email, and SMS—based on user preferences. This capability ensures that each parent is reached through their preferred medium, increases the likelihood of message visibility, and seamlessly connects with ClassLink’s notification engine to manage channel-specific formatting and throttling rules.

Acceptance Criteria
Parent Receives Push Notification as Preferred Channel
Given a parent has set push notifications as their preferred channel for volunteer reminders When a reminder is due within the user’s chosen timeframe Then the system sends the push notification to the parent’s registered device within five minutes of the scheduled reminder time
Parent Receives Email Notification
Given a parent has enabled email reminders When a reminder is scheduled Then the system delivers the reminder email to the parent’s verified email address using the designated email template within five minutes of the scheduled reminder time
Parent Receives SMS Notification
Given a parent has enabled SMS reminders When a reminder is scheduled Then the system sends an SMS to the parent’s verified mobile number containing the reminder text truncated to 160 characters and a link to view details within five minutes of the scheduled time
Channel-Specific Formatting Applied
When preparing reminders for delivery Then the system applies channel-specific formatting rules: HTML template for email, concise text with deep link for push, and SMS-friendly text truncated to 160 characters
Throttling Rules Prevent Over-Notification
Given multiple reminders are generated for the same parent within a 15-minute window When reminders are queued for delivery Then the system ensures no more than one notification per channel is sent to the parent within any 10-minute interval
User Preference Management
"As a parent, I want to choose which reminder channels I use and opt out of those I don’t, so that I only receive notifications in the ways I prefer."
Description

Offer a dedicated settings interface where parents can opt in or out of reminder channels, adjust timing rules, and manage frequency limits. This interface should be accessible within the existing ClassLink profile settings, provide real-time feedback on the changes, and guarantee that user choices are respected across all reminder processes.

Acceptance Criteria
Accessing Reminder Preferences Interface
Given a logged-in parent navigates to their ClassLink profile settings When they select 'ReminderWave Preferences' Then the system displays the real-time settings interface with options for channels, timing, and frequency
Updating Reminder Timing Rules
Given a parent sets a custom reminder time rule (e.g., 2 hours before slot) When they save changes Then the interface reflects the new timing rule immediately and displays a confirmation message
Opting Out of SMS Reminders
Given a parent deselects the SMS channel in preferences When they confirm the update Then no SMS reminders are sent for any upcoming volunteer slots
Managing Daily Frequency Limits
Given a parent sets a maximum of 2 reminders per day When a third reminder is scheduled Then the system suppresses the extra notification and logs the limit enforcement
Preference Persistence Across Devices
Given a parent updates preferences on a mobile device When they log in on a desktop Then the settings reflect the latest saved preferences without delay
Reminder Escalation Rules
"As a coordinator, I want unacknowledged reminders to escalate automatically so that I can be alerted if parents are missing volunteer commitments."
Description

Implement configurable escalation paths that trigger alternative reminders or notify teachers when initial reminders go unacknowledged. Escalation rules can include increased frequency, channel fallback (e.g., from push to SMS), or alerts to event organizers. This logic integrates with ClassLink’s workflow engine to ensure coverage without overwhelming users.

Acceptance Criteria
Initial Reminder Unacknowledged Escalation to SMS
Given a volunteer slot with an initial push reminder configured for 24 hours before the event When the parent does not acknowledge the push reminder within 2 hours Then the system must send an SMS reminder to the parent within 5 minutes of the escalation trigger
Increased Frequency After Unacknowledged Reminder
Given escalation rules set to increase reminder frequency When the initial SMS reminder remains unacknowledged for 30 minutes Then the system must automatically send a follow-up SMS every 30 minutes until acknowledgment or a maximum of 3 escalations
Fallback Notification to Event Organizer
Given a volunteer slot with escalation configured to alert organizers When no acknowledgment is received 1 hour after the final SMS escalation Then the system must send an email notification to the event organizer with volunteer details and reminder history
User Timing Preference Overrides Default Escalation
Given a parent’s custom reminder window setting When escalation rules would trigger a reminder outside that window Then the system must suppress the escalated reminder until it falls within the user’s preferred timing
Acknowledgement Cancels Pending Escalations
Given one or more pending escalation jobs for a volunteer slot When the parent acknowledges any reminder via the app Then the system must cancel all scheduled escalated reminders immediately
Delivery Analytics Dashboard
"As an administrator, I want to view statistics on reminder deliveries and responses so that I can assess effectiveness and optimize reminder settings."
Description

Create an analytics dashboard showing reminder delivery status, open rates, and user response metrics by channel and event. This dashboard should integrate with ClassLink’s reporting module, offer filtering by date and event type, and highlight areas where reminder adjustments may be needed to improve engagement.

Acceptance Criteria
View reminder delivery summary
Given the user selects a date range and event type filters, When the filters are applied, Then the dashboard displays for each channel the number of reminders sent, delivered, failed, and open rate.
Filter analytics by date and event type
Given the user selects a start date, end date, and event type, When the user applies the filters, Then only metrics for reminders within the specified dates and event types are shown.
Identify low engagement areas
Given the dashboard displays metrics, When a channel or event has an open rate below 60%, Then the corresponding metric cell is highlighted in red with a tooltip suggesting timing or frequency adjustments.
Export dashboard data
Given the user clicks the export button, When CSV export is selected, Then the current filtered dataset is downloaded in CSV format with appropriate headers.
Responsive dashboard on mobile
Given the user views the dashboard on a mobile device with a screen width under 768px, When the dashboard renders, Then charts and tables adapt to a mobile-friendly layout with at most two columns and horizontal scrolling as needed.

ImpactTracker

Provides a personal volunteer dashboard that logs hours, roles completed, and milestones achieved. With visual summaries and digital badges, ImpactTracker motivates families by showcasing their contributions and fostering a sense of community impact over time.

Requirements

Volunteer Hour Logging
"As a parent volunteer, I want to record my volunteering hours for each event so that I can track my contributions and ensure my school credits my participation."
Description

Enable users to accurately record volunteer hours with date, duration, and activity type, automatically aggregating totals for individual sessions. Integrate seamlessly with user profiles and class events, allowing parents to log hours on behalf of themselves or family members. Provide validation to prevent duplicate entries and support editing and deletion of records. Ensure backend synchronization so that logged hours reflect in real-time on the dashboard summary and school reporting modules.

Acceptance Criteria
Logging Volunteer Hours for a Session
Given a user accesses the volunteer logging form, When the user enters the date, duration in hours, and selects an activity type, Then the entry is saved and appears in their profile with correct aggregation of totals for the session.
Editing a Volunteer Hour Entry
Given a user views their existing volunteer entry, When they modify the date, duration, or activity type and confirm changes, Then the system updates the entry, recalculates totals, and displays updated information in the dashboard.
Preventing Duplicate Entries
Given a user attempts to submit a volunteer entry with identical date and activity type to an existing record, When they confirm submission, Then the system displays an error message preventing the duplicate and does not save the entry.
Logging Hours on Behalf of a Family Member
Given a parent with linked family profiles, When they select a family member and submit volunteer hours for them, Then the system assigns the hours correctly to the selected member's profile and aggregates totals appropriately.
Real-Time Dashboard Synchronization
Given a user logs or edits volunteer hours, When the operation completes, Then the dashboard summary and school reporting modules update instantly without page reload.
Milestone Badge Awards
"As a volunteer, I want to earn badges for reaching milestones so that I feel recognized and motivated to continue volunteering."
Description

Automatically award digital badges when users reach predefined volunteering milestones such as 10, 50, and 100 hours or by completing specific roles. Display badges prominently on the user's personal ImpactTracker dashboard with custom icons and descriptions. Integrate with notification system to inform users upon earning a new badge. Store badge metadata for historical viewing and provide filters to showcase achievements over time.

Acceptance Criteria
10-Hour Volunteer Milestone Achievement
Given a user’s total logged volunteering hours reaches 10, When the milestone is achieved, Then the system automatically awards the 10-hour digital badge to the user’s profile.
Badge Display on ImpactTracker Dashboard
Given a user has one or more earned badges, When they open their ImpactTracker dashboard, Then each badge appears with its custom icon, title, and description in the badges section.
Notification of New Badge Awarded
Given a user earns a new milestone badge, When the badge is awarded, Then the system sends a real-time push and in-app notification containing the badge name, icon, and a congratulatory message.
Badge Metadata Storage and Historical Viewing
Given multiple badges have been awarded over time, When a user views their badge history, Then the system retrieves and displays stored metadata (award date, badge type, description) for all earned badges.
Filter Achievements by Time Period
Given a user has earned badges across different dates, When the user applies a date-range filter on their dashboard, Then only badges awarded within the selected time frame are displayed.
Interactive Visual Summaries
"As a parent volunteer, I want to see visual summaries of my volunteering activity so that I can understand my contribution trends at a glance."
Description

Provide dynamic charts and graphs illustrating volunteer activities over time, including total hours per week, role distribution, and milestone progression. Allow users to filter by date range, event type, and family member to gain insights into their volunteering patterns. Embed visual summaries within the dashboard with responsive design for all devices. Ensure performance by caching data and loading asynchronously.

Acceptance Criteria
Weekly Volunteer Hours Summary
Given a user selects the current week date range on the dashboard, when the page loads, then a bar chart displays total volunteer hours per day for that week, with each bar labeled and color-coded, and loads within 2 seconds.
Role Distribution Filter Application
Given a user applies an event type filter, when the filter is applied, then the pie chart dynamically updates to show role distribution percentages for the selected filter and displays a legend with role names.
Milestone Progression Timeline Display
Given a user views the milestones section, when the dashboard loads, then a line chart shows milestones achieved over time with data points for each milestone date and includes tooltips showing milestone details on hover.
Responsive Layout Across Devices
Given a user accesses the ImpactTracker dashboard on desktop or mobile, when the screen size changes, then all charts and graphs resize and reorganize to maintain readability and functionality without horizontal scrolling.
Asynchronous Data Loading with Caching
Given a user interacts with date range or filter controls, when new data is requested, then a loading indicator appears, data is fetched asynchronously, cached client-side, and renders the updated charts within 1 second without blocking other UI elements.
Role Completion Tracker
"As a volunteer, I want to track the specific roles I've completed so that I can reference my experience and plan future participation."
Description

Offer a dedicated interface listing volunteer roles completed with details such as role name, date, duration, and associated event. Allow users to mark roles as completed manually or automatically upon logging volunteer hours for that role. Provide sorting and search functionality to locate past roles, and support tagging for future recommendations. Sync role data with school event schedules to pre-populate available roles.

Acceptance Criteria
Manual Role Completion Entry
Given the user views the Role Completion Tracker; When the user clicks 'Mark as Completed' on a role entry and provides date and duration; Then the role appears in the completed list with the correct role name, completion date, duration, and associated event.
Automatic Role Completion on Hours Logging
Given the user logs volunteer hours specifying a role and event; When the hours entry is saved; Then the system automatically marks the corresponding role as completed and displays it in the completed list with accurate details.
Role Search and Retrieval
Given the user enters a search term in the search bar; When the user executes the search; Then the system filters the completed roles list to display only entries that match the role name, event name, or tags.
Roles Sorting by Date and Duration
Given the user views the completed roles list; When the user selects a sort option (date ascending/descending or duration ascending/descending); Then the list is reordered accordingly with the selected sort criteria applied.
Role Tagging for Future Recommendations
Given the user views a completed role entry; When the user adds one or more tags; Then the tags are saved and the role appears in the recommended future roles list based on tag relevance.
Event Schedule Synchronization
Given the school event schedule is updated with new event roles; When the system syncs data; Then new roles are pre-populated in the Role Completion Tracker interface under available roles for users to select.
Data Export and Sharing
"As a parent, I want to export my volunteer records so that I can submit them to school administration or share them with family members."
Description

Enable users to export volunteer data, including hours, roles, and badges, into CSV or PDF formats for personal records or school submissions. Provide options to select date ranges and data types before export. Offer secure sharing links that respect user privacy settings, allowing parents or administrators to view or download shared summaries without full account access. Implement backend endpoints to handle export requests asynchronously with email notifications when files are ready.

Acceptance Criteria
Selective Data Export
Given a user has volunteer data available, when the user selects a specific date range and data types (hours, roles, badges) and initiates export, then the system generates a downloadable file containing only the selected data in the chosen format.
PDF Export Generation
Given the user requests a PDF export, when the export is complete, then the PDF file includes all selected fields, maintains proper formatting (tables, headings), and is not corrupted or unreadable.
CSV Export Generation
Given the user requests a CSV export, when the export is complete, then the CSV file contains correctly delimited values, includes headers for each column, and all selected data rows match the original records.
Secure Sharing Link Functionality
Given a user opts to share the export, when the system generates a secure link, then the link allows recipients to view or download the exported file without requiring full account access and respects the user’s privacy settings (e.g., expiration date, access level).
Asynchronous Processing and Notifications
Given a large export request, when the user submits the export, then the backend processes the request asynchronously, queues the job, and sends an email notification with the download link once the file is ready.
Access Control Enforcement on Shared Links
Given a user-generated share link, when a recipient accesses the link, then the system verifies the link’s validity, enforces any set access restrictions (e.g., view-only, download-only), and prevents unauthorized access.

TeamSync

Allows multiple family members or groups to coordinate joint volunteer efforts. By creating shared slot calendars, chat threads, and carpool coordination tools, TeamSync ensures everyone stays informed and arrives prepared for group service activities.

Requirements

Shared Volunteer Slot Calendar
"As a parent coordinator, I want a shared calendar of volunteer slots so that all family members can see availability and claim tasks without conflicts."
Description

Enable multiple family members to view, select, and manage volunteer time slots on a unified calendar. The calendar should display all upcoming group service activities with slot availability, allow real-time updates when slots are booked or released, and synchronize changes across all linked accounts. This feature improves coordination by preventing double bookings and ensuring transparency on who is assigned to each task.

Acceptance Criteria
Initial Calendar Load for Linked Families
Given a linked family account, when the Shared Volunteer Slot Calendar is accessed, then all upcoming group service activities are displayed with correct slot availability and details within 2 seconds.
Real-Time Slot Booking Update
Given one family member books a slot, when the booking is confirmed, then all other linked members see the updated slot as unavailable and the new assignee’s name within 3 seconds.
Slot Release and Reavailability
Given a previously booked slot is released by a family member, when the release action completes, then the slot reappears as available for all linked members within 3 seconds.
Synchronized Calendar View Across Devices
Given a slot update on one device, when another linked member views the calendar on a different device, then the change is reflected accurately within 3 seconds of the original update.
Conflict Prevention and Notification
Given a slot is attempted to be booked by two members simultaneously, when the second booking is submitted, then the system prevents the double booking and displays a ‘Slot already taken’ notification.
Group Chat Threads
"As a volunteer parent, I want a dedicated chat thread for each event so that I can coordinate details and share information with other volunteers."
Description

Provide an in-app chat system where family members and approved volunteers can discuss details related to each service event. Chats should be linked to specific events or slots, support file attachments (e.g., permission forms, maps), and send real-time push notifications for new messages. This fosters seamless communication and ensures everyone stays informed in context.

Acceptance Criteria
Event-Specific Chat Initialization
Given a logged-in user on an event detail page When the user selects “New Chat” for that event Then the app creates a chat thread linked to the event and opens the chat interface
Real-Time Push Notification Delivery
Given a chat thread exists for an event And another user sends a message in the thread When the message is sent Then all participants receive a push notification within 5 seconds
File Attachment in Chat
Given a user is in an event-specific chat thread When the user uploads a supported file type (PDF, image) Then the file uploads successfully, appears in the chat with a thumbnail or link, and is downloadable by participants
Participant Access Control
Given the chat thread is linked to an event slot with approved participants When a user attempts to access the thread Then only event participants and approved volunteers can view and send messages
Persistent Chat History Retrieval
Given a user re-enters an event after leaving the chat When the user opens the chat thread Then the user sees the full message history in chronological order with timestamps
Carpool Coordination Planner
"As a parent driver, I want a carpool planner that suggests routes and collects confirmations so that I can efficiently organize rides for multiple families."
Description

Offer a module to organize carpools by allowing users to propose pick-up locations, specify seat availability, and schedule departure times. The planner should calculate optimal routes, estimate travel times, and allow participants to confirm or decline ride offers. Integrate with mapping services for navigation and provide updates on any changes to the schedule.

Acceptance Criteria
Propose a New Pick-Up Location
Given a user enters a pick-up location and available seats, when they save their proposal, then the new location with seat details is displayed to all invited participants for review.
Schedule Departure Time and Calculate Optimal Route
Given a user selects a departure time and list of participants, when they confirm scheduling, then the system calculates the optimal route, displays estimated travel times, and updates the shared calendar.
Participant Ride Confirmation or Decline
Given participants receive a ride offer, when they choose to confirm or decline, then their response is recorded, the organizer is notified of the update, and the available seats are adjusted accordingly.
Real-Time Schedule Change Notifications
Given any change to departure time or pick-up location by the organizer, when the update is saved, then all participants receive a real-time notification with the updated details.
Integration with External Mapping for Turn-by-Turn Navigation
Given a confirmed carpool assignment, when a participant selects the navigate option, then the system opens the external mapping service with the correct route preloaded for turn-by-turn directions.
Automated Reminders and Notifications
"As a busy parent, I want timely reminders about my upcoming volunteer tasks so that I don’t miss important events."
Description

Implement a system to automatically send reminders and notifications for upcoming volunteer slots, chat messages, carpool departures, and any changes in event details. Users can customize notification preferences by channel (email, SMS, push) and timing (e.g., 24 hours before, 1 hour before). This ensures participants are always aware of their commitments.

Acceptance Criteria
Volunteer Slot Reminder Notification
Given a user has an upcoming volunteer slot scheduled and notification preference set for 24 hours before via email; When 24 hours remain until the volunteer slot start time; Then the system sends an email reminder to the user's registered email address with event details and location.
Chat Message Notification
Given a new chat message is posted in a TeamSync chat thread; When the message is received; Then the system pushes a real-time push notification to all users who subscribed to chat notifications, including the message snippet and sender's name.
Carpool Departure Alert
Given a carpool group has a departure time scheduled and a participant has enabled SMS notifications 1 hour before departure; When 1 hour remains before the scheduled departure; Then the system sends an SMS to the participant with departure location and participant list.
Event Detail Change Notification
Given event details (time or location) are updated after initial scheduling; When the update is saved; Then the system sends notifications via all channels the user has enabled to inform them of the specific changes, including previous and new details.
Customized Notification Preferences Enforcement
Given a user configures their notification preferences for channel and timing; When the preferences are saved; Then the system respects these settings and only sends notifications matching the user's selected channels and timing windows.
Permission-Based Access Control
"As a teacher organizer, I want to grant different levels of access to parents so that sensitive event information remains secure and editing rights are controlled."
Description

Establish role-based permissions to manage who can create events, assign slots, access chats, or modify carpool details. Roles include Administrator (teachers and organizers), Coordinator (lead parents), Participant (volunteers), and Viewer (family members not volunteering). Changes in roles should immediately reflect in users’ access rights.

Acceptance Criteria
Administrator Role Permissions Enforcement
- Given an Administrator logs into TeamSync, when they navigate to the event management section, they can create, edit, and delete events without errors. - Given an Administrator accesses slot assignment, when they select any slot, they can assign or reassign volunteers successfully. - Given an Administrator views chat threads, they can send, edit, and delete messages in any thread. - Given an Administrator accesses carpool details, they can modify routes, times, and participant lists.
Coordinator Role Slot Assignment
- Given a Coordinator logs in, when they open the volunteer slots calendar, they can assign users to open slots they lead. - Given a Coordinator attempts to modify slots created by Administrators, the system denies access with a clear error message. - Given a Coordinator assigns a volunteer, the assignment is reflected in the calendar and notifications are sent to relevant parties.
Participant Access Restrictions
- Given a Participant logs in, when they view available slots, they can sign up for slots but cannot create, edit, or delete any slot. - Given a Participant tries to access chat moderation or carpool modification features, the system hides or disables those controls. - Given a Participant attempts a restricted action via direct URL, the system returns a 403 Forbidden error.
Viewer Read-Only Access
- Given a Viewer logs in, when they open the event page, they can view event details, slots, and chat history but cannot post messages or sign up for slots. - Given a Viewer tries to interact with action buttons (e.g., sign up, edit), the controls are disabled and display a tooltip explaining read-only access. - Given a Viewer refreshes the page, their access level remains consistent with read-only restrictions.
Immediate Access Update on Role Change
- Given an Administrator changes a user’s role in the system, when the user next attempts any action, their new permissions apply immediately without requiring logout or refresh. - Given a user’s role is downgraded, and they attempt to perform an action beyond their new role’s scope, the system denies access in real time. - Given a user’s role is upgraded, new controls for additional permissions appear in the UI instantly upon next action attempt.
External Calendar Integration
"As a parent, I want to sync my volunteer schedule with my Google Calendar so that all my commitments appear in one place."
Description

Allow users to sync TeamSync events and volunteer slots with popular external calendars (Google Calendar, iCal, Outlook). Syncing should be two-way, reflecting updates made in both systems. This reduces manual entry, ensures users see their commitments alongside personal schedules, and improves overall adoption.

Acceptance Criteria
Account Linking Setup
Given a user navigates to the TeamSync calendar integration settings When they select an external calendar provider (Google Calendar, iCal, Outlook) and authorize the application via OAuth Then a confirmation message appears and the external calendar is linked successfully
Two-Way Event Creation Sync
Given sync is enabled When a new volunteer slot is created in TeamSync Then the event appears in the user’s linked external calendar within 2 minutes with correct title, date, time, and description And given a new event is created in the linked external calendar tagged with TeamSync When the next sync runs Then the event appears in TeamSync with matching details
External Update Propagation
Given an existing TeamSync event is updated (time, location, title) When the update is saved Then the corresponding event in the external calendar reflects the change within 2 minutes And given an event is updated in the external calendar When the next sync runs Then the TeamSync event reflects the updated information
Event Deletion Handling
Given a volunteer slot is deleted in TeamSync When the next sync runs Then the corresponding event is removed from the external calendar And given a user deletes a TeamSync event from the external calendar When the next sync runs Then the event is removed from TeamSync
Sync Unlinking Process
Given a user chooses to disable calendar integration When they confirm unlinking in the settings Then the external calendar connection is removed And no further events are synced And a success notification is displayed to the user

CalendarSync

Automatically adds approved field trips to parents’ personal calendars (Google, iCal, Outlook) with a single tap. This ensures families never miss important dates and keeps schedules organized without manual entry.

Requirements

Calendar Provider OAuth Authentication
"As a parent, I want to securely link my personal calendar account to ClassLink so that approved field trips are automatically added without me having to manually enter event details."
Description

Allow parents to securely connect and authorize their Google, iCal, and Outlook accounts to ClassLink via OAuth, enabling seamless token-based access for automatic calendar event insertion. The system must support initial account linking, token storage and refresh, secure data handling, and compliance with each provider’s authentication policies, ensuring reliable and continuous synchronization without manual credential entry.

Acceptance Criteria
Parent initiates OAuth flow for Google Calendar
Given a logged-in parent on ClassLink, When they select “Connect Google Calendar,” Then the application redirects them to Google’s OAuth consent page over HTTPS.
Successful token storage and refresh handling
Given a Google OAuth response is received, When ClassLink processes the response, Then both access and refresh tokens are securely encrypted in the database with correct expiry timestamps.
Handling expired tokens via automated refresh
Given an existing access token is expired, When ClassLink attempts a calendar sync, Then the system uses the stored refresh token to acquire a new access token without user intervention and updates the database.
User cancels OAuth consent
Given a user declines or cancels the OAuth consent on the provider’s page, When the flow returns to ClassLink, Then the system displays a clear cancellation message in the UI and logs the event for audit.
Provider-specific policy compliance
Given each calendar provider’s OAuth requirements, When implementing the authentication flow, Then the system adheres to scope restrictions, redirect URI validations, rate limits, and stores only permitted user data per provider policy.
Single-Tap Event Sync
"As a parent, I want to add approved field trips to my calendar with a single tap so that I never forget an important school event."
Description

Provide a one-touch action within the field trip approval workflow that triggers the addition of the approved event to the parent’s chosen calendar. The feature must handle provider selection, validate calendar connectivity, enqueue the event sync request, and confirm successful insertion, minimizing user effort and reducing missed events.

Acceptance Criteria
Provider Selection Flow
Given a parent is approving a field trip, When the parent taps 'Add to Calendar', Then the system displays a list of connected calendar providers for selection.
Calendar Connectivity Validation
Given a parent has selected a calendar provider, When the system attempts to connect, Then it successfully authenticates using stored credentials within 5 seconds.
Sync Request Enqueueing
Given calendar connectivity is confirmed, When the parent confirms the action, Then the system enqueues the event sync request and logs an entry with request ID and timestamp.
Event Insertion Confirmation
Given the sync request is processed, When the event is successfully added to the calendar provider, Then the parent receives a confirmation message with calendar name and event details within 2 seconds.
Error Handling for Sync Failure
Given the sync request fails due to connectivity or permission issues, When the failure occurs, Then the system displays an error message with retry and manual entry options.
Sync Settings Management
"As a parent, I want to manage which calendars are synced and adjust my preferences so that events are added to the correct calendar and I retain control over the sync feature."
Description

Offer a dedicated settings interface where parents can enable or disable calendar synchronization, select or change linked calendar accounts, and configure default calendar preferences. Settings must persist across sessions, reflect current connection status, and support multiple calendars per provider for greater flexibility.

Acceptance Criteria
Enable or Disable Calendar Synchronization
Given the parent is on the Sync Settings page, When they toggle the calendar sync switch off, Then no new field trips are added to any linked calendar; And when they toggle it on, Then approved field trips resume syncing automatically.
Link a New Calendar Account
Given the parent is on the Sync Settings page, When they select 'Add Calendar' and authenticate with a provider, Then the new calendar account appears in their linked accounts list and shows a 'Connected' status.
Switch Between Multiple Calendars for a Provider
Given the parent has more than one calendar under the same provider, When they choose a different default calendar from the dropdown, Then future field trips sync to the newly selected calendar only.
Persist Settings Across Sessions
Given the parent updates any sync setting, When they log out and log back in, Then all previously saved settings (sync on/off, linked accounts, default calendar) remain unchanged.
Display Current Connection Status
Given the parent views their linked accounts list, Then each account shows a real-time connection indicator (Connected, Authorization Required, or Error) reflecting its actual sync status.
Remove an Existing Calendar Account
Given the parent is on the Sync Settings page, When they click 'Remove' next to a linked calendar and confirm, Then the calendar is removed from the accounts list and no longer receives new event syncs.
Sync Status Feedback
"As a parent, I want clear confirmation or error messages when events are synced so that I know whether the calendar update was successful and what to do if it fails."
Description

Implement real-time feedback mechanisms displaying success confirmations, warning messages, and error alerts related to calendar sync operations. Feedback should appear inline within the UI, detail any failures (e.g., authentication errors, network issues), and guide users with remediation steps or retry options to ensure clarity and trust in the sync process.

Acceptance Criteria
Successful Calendar Sync Confirmation
Given a parent taps 'Add to Calendar' for an approved field trip and valid permissions exist When the calendar sync completes Then an inline confirmation with a green check icon and message 'Event successfully added to your calendar' displays within 2 seconds
Authentication Error Alert During Sync
Given the parent’s calendar account has expired credentials When the sync is attempted Then an inline warning with an amber icon and message 'Authentication failed. Please reconnect your calendar account.' displays with a 'Reconnect' action link
Network Failure During Sync
Given the network connection drops mid-sync When the sync operation cannot complete Then an inline error with a red icon and message 'Sync failed due to network issues. Please check your connection and retry.' displays with a 'Retry' button
Sync Retry After Failure
Given a previous sync failure notification is displayed When the parent clicks 'Retry' Then the sync operation restarts and original field trip event re-attempts to add to the calendar displaying appropriate success or error feedback
Partial Sync Issues Notification
Given multiple events are pending sync and one or more fail When the sync completes Then an inline summary with a yellow icon and message 'Some events could not be added. View details.' displays along with a link to detailed error logs
Conflict Detection and Resolution
"As a parent, I want to be alerted when a new event conflicts with my existing calendar entries so that I can resolve overlaps and maintain an accurate schedule."
Description

Detect scheduling conflicts between new field-trip events and existing calendar entries, notify users of overlaps, and provide an interface for resolving conflicts by allowing users to accept, dismiss, or reschedule events. The system must analyze event times, consider recurring entries, and present conflict options clearly to ensure accurate scheduling.

Acceptance Criteria
Conflict Detection on New Single Event
Given a user taps to add a field-trip event to their calendar, When the system scans existing calendar entries, Then any overlapping events are identified and presented to the user before confirming addition.
Recurring Event Conflict Analysis
Given a user with recurring events on their calendar, When a new field-trip event conflicts with any instance of a recurring entry, Then the conflict is detected and the specific date occurrences are listed in the conflict view.
User Notification of Scheduling Conflict
Given a detected conflict, When the system presents the conflict view, Then the user sees details of both the field trip and the conflicting event, including title, date, time, and calendar source.
Accepting a New Event Despite Conflict
Given a conflict view is displayed, When the user chooses to accept the field-trip event, Then the event is added to the user's calendar and the conflict warning is dismissed.
Rescheduling Conflicting Event
Given a conflict view is displayed, When the user selects the reschedule option for either event, Then the system provides a date/time picker to choose a new slot and updates the event accordingly without remaining conflicts.

SiblingSweep

Enables parents to authorize permission slips for multiple children or multiple events at once with one consolidated tap. This batch-consent feature saves time and reduces repetitive tasks for families with more than one student.

Requirements

Batch Event Selection
"As a parent with multiple children, I want to select all relevant school events at once so that I can give consent in one action instead of repeating the process."
Description

Allow parents to select multiple upcoming events or trips and apply consent actions in a single interface, eliminating the need to process each permission slip individually. This enhances usability by offering a clear checklist of events, reducing time spent navigating the app. Integration with the event calendar ensures selections are current, and batch operations trigger automated backend updates across all selected items.

Acceptance Criteria
Multiple Event Selection Interface Display
Given a parent with multiple upcoming events When they view the event list Then they see a checkbox next to each event and can select multiple items simultaneously and the "Consent" button is enabled only after at least one event is selected
Real-time Calendar Integration
Given events are added or removed from the school calendar When the parent visits the batch event selection screen Then the list reflects new or removed events within five minutes without requiring a manual refresh
Batch Consent Confirmation Notification
Given the parent has tapped "Consent" on selected events When the batch operation completes Then the parent receives an in-app confirmation summarizing all consented events and an email with the same summary within one minute
Partial Consent Selection Handling
Given a parent selects some events and deselects others When the parent taps "Consent" Then only the selected events are processed and the UI prevents consent submission if no events are selected
Backend Update and Audit Logging
Given the parent completes a batch consent action When the action is processed Then the backend records individual consent records for each event with timestamp and updates appear in the admin panel within two minutes
Multi-Child Consent Flow
"As a parent of two students, I want to authorize permission slips for both my children simultaneously so that I don’t have to fill out the same form twice."
Description

Implement a consolidated consent workflow that gathers permission data for all of a parent’s children, allowing a single tap to authorize slips for each child. This flow presents grouped forms with child-specific details, pre-fills known information, and submits a unified consent package. It streamlines the parent experience and reduces repetitive data entry.

Acceptance Criteria
Multi-Child Consent Form Display
Given a parent with multiple children and active permission requests When they navigate to the consolidated consent page Then they see a single interface listing all pending permission forms grouped by event with each child’s name and avatar
Pre-Filled Child Information
Given the parent has existing profile data for their children When the consolidated consent form loads Then fields such as student name, grade, and teacher name are pre-populated for each child section
Single Tap Submission
Given the parent has reviewed all child consent sections When they tap the “Submit All” button Then a single request is sent containing consent for all listed children for the specified event(s)
Confirmation and Notification
Given the submission succeeds When the system processes the consolidated consent package Then the parent sees a confirmation screen for each child/event and receives a notification summarizing the consents
Error Handling for Incomplete Information
Given at least one required field is missing in any child section When the parent taps “Submit All” Then the system blocks submission, highlights missing fields, and displays an error message prompting completion
Unified Permission Slip Repository
"As a busy parent, I want a single dashboard showing all my children’s permission slips so that I can easily track which ones need my attention."
Description

Create a centralized repository within ClassLink where parents can view, filter, and manage all pending and completed permission slips in one location. This repository supports batch operations such as approve, decline, or request more info, and provides status indicators and history logs for each slip.

Acceptance Criteria
Viewing All Permission Slips
Given a parent with multiple children and pending and completed permission slips, When the parent navigates to the Permission Slip Repository, Then they see a consolidated list displaying each slip's title, student name, due date, and current status.
Batch Approval of Multiple Permission Slips
Given a parent selecting multiple permission slips, When they tap the 'Approve Selected' button, Then all selected slips change status to 'Approved' and a confirmation message appears.
Filtering Permission Slips by Status
Given a parent using the filter controls, When they select 'Pending' or 'Completed', Then the repository list updates to display only the slips matching the chosen status.
Viewing Permission Slip History Log
Given a parent viewing a specific permission slip, When they open the history log, Then they see a timestamped list of all actions taken on the slip including approvals, declines, and information requests.
Requesting More Information for a Permission Slip
Given a parent reviewing a slip with missing details, When they click 'Request More Info' and enter a message, Then the teacher receives the request and the slip status updates to 'Info Requested'.
Consolidated Notification Summary
"As a parent, I want to receive one confirmation notification after I complete batch consent so that I know all my actions were successful without getting multiple alerts."
Description

Develop a notification system that summarizes batch consent actions and sends a single confirmation message once all selected permissions are processed. Notifications include a summary of events and consent status, reducing notification noise while keeping parents informed.

Acceptance Criteria
Batch Consent Confirmation Delivery
Given a parent selects consents for multiple events and confirms their choices, When the system processes all selections, Then a single notification summarizing all selected events and their consent statuses is sent to the parent's primary device.
Accurate Summary of Events
Given the parent has batch-consented for several events across multiple children, When the summary notification is generated, Then it lists each event name, date, and the corresponding child’s name with the correct consent status.
Notification Timing
Given all batch consent actions have been recorded, When processing of the final consent is complete, Then the confirmation summary notification is delivered to the parent within 60 seconds.
User Interface Display of Summary
Given the parent views the notification, Then the message displays a consolidated list of events with event details (name and date), child’s name, and clear icons indicating approved or declined status.
Error Handling for Failed Consents
Given one or more consent submissions fail during processing, When the batch completes, Then the summary notification includes a separate section listing failed events and provides a direct link or instructions for retrying submissions.
Consent Audit Trail
"As a school administrator, I want to view an audit trail of parental consents so that I can confirm permissions were granted correctly and address any disputes."
Description

Provide an audit trail feature that logs each batch consent operation with timestamps, event details, and user identity, accessible within the parent’s account. Administrators and teachers can reference this log to verify permissions and troubleshoot issues.

Acceptance Criteria
Viewing Batch Consent Audit Entries
Given a parent user navigates to the Audit Trail section and has performed at least one batch consent, When the page loads, Then the user sees entries listing the date/time (ISO 8601), event details (event name, number of students consented), and the parent’s username for each batch consent operation.
Filtering Audit Trail by Date Range
Given an administrator accesses the Audit Trail page, When they apply a start and end date filter, Then only batch consent operations within the specified date range are displayed.
Exporting Consent Logs
Given a teacher user with audit access, When they click the Export button, Then a CSV file is generated containing all visible audit trail entries with columns for timestamp, event name, student count, and user ID.
Verifying Timestamp Format and Order
Given any user views the Audit Trail list, Then timestamps are displayed in ISO 8601 format and entries are sorted in descending order by timestamp.
Access Control for Audit Trail
Given a user without audit permissions, When they attempt to access the Audit Trail, Then they receive an access denied message and cannot view any entries.

ConsentPulse

Presents a real-time dashboard showing the status of all pending consents and sends customizable, automated reminders to parents who haven’t responded. This boosts approval rates and gives teachers clear visibility into participation.

Requirements

Real-Time Consent Status Dashboard
"As a teacher, I want a live dashboard showing each student's consent status so that I can instantly identify which parents need reminders and ensure timely event participation."
Description

Implement a dynamic dashboard within ConsentPulse that displays up-to-the-second statuses of all pending parental consents, grouping responses by class, event type, and response status. This dashboard should allow teachers to quickly filter, search, and sort consent items, providing immediate visibility into approval rates and outstanding actions. It enhances transparency, reduces manual tracking, and integrates seamlessly into the ClassLink interface.

Acceptance Criteria
Dashboard Load Performance
Given a teacher with up to 500 consent items, when they access the Consent Status Dashboard, then the dashboard loads fully within 2 seconds and displays all consent items grouped by class, event type, and response status.
Filter Consents by Class
Given the dashboard is displayed, when a teacher selects a specific class filter, then only consent items for that class are shown and the count of displayed items matches the number in the header.
Search Consent Items
Given the dashboard is displayed, when a teacher enters a search term matching student names or event titles, then the dashboard dynamically filters consent items to those matching the term in real time.
Sort by Response Status
Given the dashboard is displayed, when a teacher sorts by response status, then consent items are ordered correctly by selected status and the UI indicates the active sort order.
Real-Time Status Updates
Given the dashboard is open, when a parent submits or updates a consent response, then the corresponding consent item updates its status on the dashboard within 5 seconds without requiring a page reload.
Customizable Reminder Scheduler
"As a teacher, I want to schedule automatic reminders for parents who haven’t responded so that I can improve consent return rates without manually tracking each family."
Description

Create a scheduler module enabling teachers to set automated reminder campaigns for unreturned consents. Teachers can choose reminder intervals, personalize message templates, and target specific parent groups. The scheduler runs in the background, sending notifications based on teacher-defined rules and reducing manual follow-up work.

Acceptance Criteria
Setting Up a New Reminder Campaign
Given the teacher opens the scheduler module When they create and save a new reminder campaign Then the campaign appears in the campaigns list with its name, status set to inactive, and default settings populated
Defining Reminder Intervals
Given an existing campaign When the teacher sets reminder intervals (e.g., 3 days before, 1 day before, and day of event) Then reminders are scheduled at those intervals and visible in the campaign schedule view
Personalizing Reminder Templates
Given a teacher is editing a campaign When they modify the subject line, message body, and signature Then the preview updates with the customized content and the changes are saved correctly
Targeting Specific Parent Groups
Given the teacher selects filters (e.g., grade level, class section) When they apply the filter to a campaign Then only parents matching the criteria are shown in the recipient list and will receive reminders
Background Scheduler Execution
Given the scheduler runs at configured intervals When the system identifies unreturned consents at the scheduled send time Then reminders are automatically sent to the correct parents and each delivery is logged with timestamp and status
Parental Consent Response Tracking
"As an administrator, I want to see a complete history of consent request interactions so that I can audit communications and ensure compliance with school policies."
Description

Provide a detailed log for each consent request, capturing every parent interaction, including delivery timestamps, open/read status, and response actions. This tracking feature offers auditability and ensures teachers can verify which parents viewed the request and when, facilitating compliant record-keeping.

Acceptance Criteria
Consent Request Delivery Logged
Given a teacher sends a consent request to a parent, when the system dispatches the notification, then the system logs a delivery timestamp in ISO 8601 format associated with the parent's ID and request ID, and the timestamp appears in the interaction log within 1 second of dispatch.
Parent Opens Consent Request
Given a parent receives a consent request notification, when the parent opens the request link, then the system records an ‘open’ timestamp and updates the parent’s interaction status to 'Read' in the log.
Parent Response Captured
Given a parent accesses the consent request, when the parent selects 'Agree' or 'Decline' and submits their response, then the system records the response action and timestamp in the interaction log, marks the parent’s status as 'Responded', and prevents multiple responses by disabling the selection after submission.
Teacher Retrieves Consent Interaction Log
Given a teacher views the ConsentPulse dashboard, when the teacher selects a specific consent request and applies a date filter, then the system displays a chronological log for all parents showing delivery timestamps, open/read status, and response actions with corresponding timestamps.
Multi-Channel Notification Delivery
"As a parent, I want to receive consent reminders via my preferred channel so that I don’t miss important school requests and can respond promptly."
Description

Enable ConsentPulse to send consent requests and reminders across multiple channels—email, SMS, and in-app push notifications—based on parent preferences. The system should automatically select the optimal channel for each parent, increasing the likelihood of engagement and accommodating different communication preferences.

Acceptance Criteria
Parent Sets Preferred Notification Channel
Given a parent's profile includes email, SMS, and in-app notifications and they select SMS as their preferred channel, When a teacher sends a consent request, Then the system delivers the request via SMS within 1 minute.
Consent Request Delivery via Email
Given a parent's preferred channel is set to email, When a new consent request is generated, Then the system sends an email notification to the parent's registered email address and records a successful delivery status.
Automatic Fallback Channel on Delivery Failure
Given an email delivery to a parent fails due to bounce, When the system detects the failure, Then it automatically retries delivery via SMS within 2 minutes and logs the retry outcome.
In-App Push Notification Reception
Given a parent has the ClassLink app installed and in-app notifications enabled, When a consent reminder is triggered, Then the parent receives a push notification within 30 seconds and can tap it to view and respond to the request.
Scheduled Reminder Respecting Channel Preferences
Given a pending consent request older than 48 hours and the parent has not responded via their preferred channel, When sending an automated reminder, Then the system uses the parent’s secondary channel and timestamps the reminder sent.
Consent Completion Analytics
"As a school administrator, I want to view analytics on consent completion rates so that I can measure the effectiveness of communications and identify areas for improvement."
Description

Develop an analytics module that aggregates consent return data to present completion rates, average response times, and channel effectiveness. These visual reports help teachers and administrators assess overall campaign performance and refine their communication strategies.

Acceptance Criteria
Overall Completion Rate Visualization
Given a consent campaign with N total requests and M returned within the selected period, when the teacher opens the analytics module, then the dashboard displays the correct completion rate as (M/N)*100% rounded to two decimal places.
Average Response Time Calculation
Given returned consents with timestamps for request sent and response received, when calculating average response time, then the system displays the correct average duration in hours and minutes for the selected campaign.
Channel Effectiveness Comparison
Given consents sent via multiple channels (email, SMS, app notification), when viewing channel effectiveness, then the module displays the number and percentage of returned consents per channel and ranks channels by effectiveness.
Date Range Filtering
Given a selected date range filter, when the teacher applies the filter, then the analytics module refreshes all metrics (completion rate, average response time, channel effectiveness) to reflect only consents within that date range.
Report Export Functionality
Given a teacher requests an export, when the export button is clicked, then the system generates and downloads a CSV report containing consent return data, including student name, request date, response date, and response channel.

SecureSign

Captures legally binding digital signatures directly within the app using biometric or PIN verification. This adds an extra layer of security and ensures compliance with school district policies without requiring printed forms.

Requirements

Signature Capture Interface
"As a parent, I want to draw or upload my signature directly in the app so that I can quickly complete permission slips without printing or scanning."
Description

Develop an intuitive in-app interface for users to draw or upload signatures using touch, mouse, or stylus input. The interface must guide users through signature steps, provide real-time feedback for stroke clarity, and integrate seamlessly with existing message and form modules. It should support multiple screen sizes and input methods, ensure signature data is captured at high resolution, and securely transmit the captured image or vector data to the backend for storage.

Acceptance Criteria
Signature Drawing Interface Initialization
Given the user opens the signature capture interface, when the canvas loads, then a blank signature canvas with clear borders and tooltips for touch/mouse input must be displayed within 2 seconds.
Signature Upload from Device Gallery
Given the user selects 'Upload Signature', when a valid image file is chosen from device storage, then the image must be displayed in the preview area at high resolution and be accepted without distortion.
Real-time Stroke Feedback
Given the user draws a signature, when each stroke is input, then the system must smooth the stroke, adjust for pressure sensitivity, and display it in real time with less than 100ms latency.
Multi-Device Responsiveness
Given the user accesses the signature interface on any device (mobile, tablet, desktop), when the screen orientation or resolution changes, then the interface must adapt layout and maintain at least 90% usable area for signature input.
Secure Transmission to Backend
Given a signature is captured, when the user completes and submits the signature, then the system must encrypt the signature data in transit (TLS 1.2+) and receive a 200 OK response from the backend within 3 seconds.
Biometric Authentication Module
"As a parent, I want to authenticate with my fingerprint or face ID so that I can securely sign school forms without remembering extra passwords."
Description

Implement device-based biometric authentication (fingerprint and facial recognition) to verify user identity before allowing signature capture. This module must leverage native OS APIs, gracefully fallback when biometrics are unavailable, and securely pass authentication tokens to the signature service. It should enhance security by ensuring only authorized users can sign, and integrate with the existing user session management.

Acceptance Criteria
Successful Fingerprint Authentication
Given a device with registered fingerprint data, When the user places their finger on the sensor and it matches the stored template, Then the system grants access to the signature capture interface.
PIN Fallback When Biometric Unavailable
Given the device lacks biometric hardware or the user opts out of biometrics, When the user enters the correct 6-digit PIN, Then the system authenticates the user and enables signature capture.
Failed Biometric Authentication Handling
Given the user fails three consecutive biometric scans, When the limit is reached, Then the system disables biometric authentication for the session and prompts for PIN verification.
Secure Token Transmission to Signature Service
Given authentication succeeds via biometrics or PIN, When the authentication token is generated, Then the token is stored securely in the session and transmitted over TLS to the signature service.
Session Integration Post-Authentication
Given an active user session, When biometric or PIN authentication completes successfully, Then the existing session remains valid and no additional login prompts are triggered.
PIN Verification Workflow
"As a parent, I want to use a PIN to verify my identity when biometrics aren’t available so that I can still sign documents securely."
Description

Create a PIN-based verification option for devices without biometric capabilities. Users must create or enter a 4–6 digit PIN to confirm their identity before signing. The workflow includes PIN creation, confirmation, and secure storage using encryption. It should integrate with user account settings, allow PIN resets with email verification, and fall back gracefully when biometrics fail.

Acceptance Criteria
PIN Creation and Confirmation Flow
Given a user without an existing PIN, When the user navigates to the PIN setup screen and enters a valid 4-digit PIN twice, Then the system should accept the matching PIN entries and store the PIN securely.
PIN Entry During Signing on Legacy Device
Given a user with a stored PIN on a device lacking biometric sensors, When the user attempts to sign a document, Then the app should prompt for the PIN and allow signing upon correct entry.
PIN Reset via Email Verification
Given a user who has forgotten their PIN, When the user initiates a PIN reset and completes the email verification link, Then the system should allow the user to create a new PIN and invalidate the old PIN.
PIN Fallback After Biometric Failure
Given a user on a biometric-enabled device where biometric authentication fails, When biometric authentication is unavailable or fails three times, Then the system should automatically prompt for the PIN and allow authentication upon correct entry.
Secure Storage and Encryption of PIN
Given a newly created or updated PIN, When the PIN is stored, Then it should be encrypted at rest using industry-standard encryption and only accessible through authorized decryption processes.
Audit Trail Logging
"As a school administrator, I want to view an audit trail of all digital signatures so that I can verify compliance and resolve any disputes."
Description

Build a comprehensive audit logging system that records each signature event with timestamp, user ID, device details, authentication method used, and form metadata. Logs must be immutable, stored securely, and accessible to administrators through a reporting interface. This ensures traceability for legal compliance, enables administrators to review signing history, and integrates with existing reporting dashboards.

Acceptance Criteria
User initiates signature on a permission form
Given an authenticated user signs a permission form When signature is completed Then logs contain timestamp, user ID, device details, authentication method, and form metadata
Administrator views audit logs
Given admin accesses reporting interface When filtering by date range Then audit logs are displayed in chronological order with all required fields
Logs are immutable after creation
Given an existing log entry When attempt is made to modify or delete it Then the system rejects the operation and records the attempt in a separate audit record
Integration with reporting dashboard
Given the reporting dashboard polls audit data When configured refresh interval elapses Then new log entries appear in the dashboard within 5 minutes
Secure storage of audit logs
Given logs are stored Then they are encrypted at rest and the encryption key is managed according to district policy
Compliance Policy Configuration
"As a system administrator, I want to set and enforce signature policies across the district so that all digital signatures comply with local regulations and school board requirements."
Description

Provide an admin-facing configuration panel to define district or school-level signature policies, such as required authentication methods (biometric, PIN), signature expiration, and allowed form types. Policies should be enforceable during signature capture and stored in a central policy engine. The panel must validate policy rules, display effective configurations, and push updates in real time to the signature modules.

Acceptance Criteria
Define Biometric Authentication Policy
Given an admin opens the Compliance Policy Configuration panel When they select biometric as the required authentication method Then the system should save and enforce the biometric requirement for all selected school or district forms
Set Signature Expiration Period
Given an admin sets a signature expiration value to 30 days When the policy is saved Then all new signature captures must expire exactly 30 days after signing
Restrict Allowed Form Types
Given an admin chooses specific form types (e.g., permission slips, field trip agreements) When the policy is active Then signature capture should only be available on those allowed form types
Validate Policy Rule Syntax
Given an admin defines a new policy rule When they attempt to save the policy Then the system must validate the rule syntax and display an error for any invalid configurations
Enforce Policy Updates in Real Time
Given the admin updates a signature policy When the update is pushed Then any ongoing or subsequent signature capture sessions should immediately reflect the new policy without requiring a page reload

TripDocs

Provides a centralized repository for all trip-related documents—itineraries, medical forms, emergency contacts—accessible with one tap. Parents can review, download, or print materials as needed, all in one place.

Requirements

Document Upload Module
"As a trip organizer, I want to upload all necessary trip documents in bulk so that parents can access complete and accurate information in one place."
Description

Implement an intuitive interface for administrators and teachers to upload trip-related documents (itineraries, medical forms, emergency contacts). The module should support multiple file formats (PDF, DOCX, images), bulk uploads, and validation checks to ensure file integrity and completeness before publishing. It will integrate with the existing ClassLink storage infrastructure and tag documents by trip ID and date for easy retrieval.

Acceptance Criteria
Single File Upload by Administrator
Given an administrator is on the trip document upload page When they select a single valid PDF, DOCX, or image file and click upload Then the file is saved to ClassLink storage with correct trip ID and date tags and a success message is displayed
Bulk Upload of Multiple Documents
Given an administrator selects multiple files at once When they initiate bulk upload Then all files are validated, uploaded in parallel, and a summary report lists each file’s upload status
File Format and Integrity Validation
Given files are selected for upload When the system checks each file Then only PDFs, DOCX, PNG, and JPG formats are accepted and corrupted or empty files are rejected with an error message
Automatic Metadata Tagging
Given files have been successfully uploaded When the upload process completes Then each document is automatically tagged with the corresponding trip ID and date and is retrievable by filtering on those tags
Handling Upload Failures and Retries
Given an upload failure occurs due to network or server error When the upload process is retried Then the system resumes from the failed file without duplicating already uploaded documents and alerts the user if retries exceed three attempts
Secure Storage & Access Control
"As a parent, I want my child’s trip documents to be stored securely so that only authorized users can view sensitive information."
Description

Provide encrypted storage for all trip documents with role-based access controls. Ensure documents are protected at rest and in transit using industry-standard encryption. Integrate with ClassLink’s authentication system to grant access only to authorized users (parents, teachers, administrators) based on trip assignments and user roles.

Acceptance Criteria
Teacher Uploads Trip Documents
Given a teacher is authenticated and assigned to Trip A When the teacher uploads a document Then the document must be encrypted at rest using AES-256 and transmitted over TLS 1.2 or higher and stored with metadata linking it to Trip A
Parent Views Trip Documents
Given a parent is authenticated and listed as a guardian for Student X on Trip A When the parent requests to view trip documents Then the system allows only documents for Trip A to be downloaded or printed and preserves end-to-end encryption until rendered
Unauthorized Access Attempt
Given a user not assigned to Trip A When the user attempts to access Trip A documents Then the system returns a 403 Forbidden response and logs the attempt with user ID, timestamp, and requested resource
Administrator Updates Access Controls
Given an administrator is authenticated When the administrator modifies a user’s role or trip assignment Then the system updates the access control list within 5 minutes and enforces the new permissions on subsequent requests
Encryption Verification in Transit and At Rest
Given any document storage or retrieval operation When the system stores or transmits the document Then it must use AES-256 encryption at rest and TLS 1.2 or higher in transit and pass automated verification scans
One-Tap Document Retrieval
"As a parent, I want to access trip documents with one tap so that I can quickly review materials on any device before deadlines."
Description

Enable parents and teachers to access any trip-related document with a single tap or click, both on web and mobile. Organize documents by trip and category in a clear, responsive UI, and implement lazy loading for performance optimization. Include a search and filter feature for quick retrieval by document type or date.

Acceptance Criteria
One-Tap Retrieval of Trip Itinerary
Given the parent or teacher is on the TripDocs page for a specific trip, When they tap the itinerary document icon, Then the document opens or downloads in under 2 seconds.
Search and Filter by Document Type
Given multiple trip documents are available, When the user selects a document type filter or enters a keyword in the search bar, Then the list updates to show only matching documents and displays results within 1 second.
Lazy Loading of Documents
Given more than 20 trip documents exist, When the user scrolls to the bottom of the list, Then the next batch of documents loads within 1 second without a full page refresh.
Responsive UI on Mobile Devices
Given the TripDocs page is accessed on a mobile device, When the user views the document list, Then documents are displayed in a single-column layout and can be opened with a single tap.
Organize Documents by Category and Date
Given the TripDocs repository is viewed, When documents are displayed, Then they are grouped by category (Itinerary, Medical Forms, Emergency Contacts) and sorted by date in descending order.
Download & Print Functionality
"As a parent, I want to download and print trip documents so that I can have physical copies for reference and submission."
Description

Allow users to download individual or grouped trip documents as ZIP archives, with optional print-friendly formatting. Implement client-side PDF generation for merged documents and ensure print stylesheets provide clear layout. Track download activity for audit logs.

Acceptance Criteria
Download Single Trip Document as ZIP
Given a user selects a single trip document and taps the Download button, when the system processes the request, then a ZIP archive containing only the selected document is generated and the browser prompts the user to save or open the file.
Download Multiple Trip Documents as ZIP
Given a user selects multiple trip documents and taps the Download button, when the system processes the request, then a ZIP archive containing all selected documents is generated and the browser prompts the user to save or open the file.
Merged PDF Generation for Print-Friendly Batch
Given a user chooses to print multiple documents, when the system merges them client-side, then a single consolidated PDF with print-friendly formatting is generated and available for preview or download.
Print-Ready Stylesheet Applied to PDF
Given a user previews a document for printing, when the print view is rendered, then the print-specific stylesheet is applied ensuring clear layout, correct margins, and legible content.
Audit Log Records Download Activity
Given any document download or PDF generation event occurs, when the operation completes, then an audit log entry is created capturing the user ID, document names or IDs, timestamp, and action type.
Document Status Notifications
"As a parent, I want to receive notifications when new documents are available or missing so that I can stay informed and complete required forms on time."
Description

Implement real-time notifications and reminders to inform parents and teachers when new trip documents are published or when required forms are missing. Notifications should be configurable per trip and sent via push, email, or in-app alerts. Include a summary dashboard showing document completion status.

Acceptance Criteria
Notification Preference Configuration
Given a teacher navigates to the TripDocs settings for a specific trip, When they select one or more notification channels (push, email, in-app) and click save, Then the system stores these preferences and displays a confirmation message.
New Document Publication Alert
Given a parent is subscribed to notifications for a trip, When a teacher publishes a new trip document, Then the parent receives alerts via their configured channels within one minute.
Missing Required Form Reminder
Given a required form remains unsubmitted one week before the trip departure date, When the system detects the missing form, Then it sends a reminder notification to the parent via email and in-app alert.
Dashboard Completion Status Update
Given any changes to trip documents (added, submitted, or overdue forms), When the dashboard is accessed, Then it displays real-time completion percentages and visually highlights missing or overdue forms.
Notification Frequency Controls
Given multiple trip document events occur within a five-minute window, When notifications are due, Then the system consolidates them into a single summary notification per channel.

TripReview

Prompts parents to submit quick, one-tap feedback or ratings after the trip, capturing insights on logistics, safety, and overall experience. This empowers schools to continuously improve future outings based on real-time parent input.

Requirements

Feedback Submission Prompt
"As a parent, I want to receive an immediate prompt after my child’s trip ends so that I can quickly share my feedback while the experience is fresh in my mind."
Description

Automatically trigger a notification to parents immediately after a trip ends, prompting them to submit quick feedback or ratings. This requirement ensures timely parent engagement by delivering concise, in-app messages that guide parents directly to the feedback form, increasing response rates and providing actionable insights on trip logistics, safety, and overall experience.

Acceptance Criteria
Immediate Notification Delivery
Given a trip ends in the school schedule, When the trip end time is recorded in ClassLink, Then a notification prompting feedback must be delivered to each parent’s device within 5 minutes of trip end.
Notification Navigation Flow
Given a parent receives the feedback prompt notification, When the parent taps the notification, Then the ClassLink app must open directly to the TripReview feedback form without intermediary screens.
Feedback Form Accessibility
Given the parent is on the TripReview feedback form, When the form loads, Then all feedback fields (logistics rating, safety rating, overall experience, and comments) must display fully and be editable within 3 seconds.
Rating and Feedback Submission
Given the parent has completed ratings and optional comments on the feedback form, When the parent taps Submit, Then the feedback must be persisted in the database and a confirmation message displayed within 2 seconds.
Reminder for Incomplete Feedback
Given a parent has not submitted feedback within 24 hours of trip end, When 24 hours elapse, Then a reminder notification must be sent prompting the parent to complete the feedback form.
One-Tap Rating Interface
"As a parent, I want a simple, one-tap rating interface so that I can quickly rate my child’s trip without spending too much time on detailed forms."
Description

Implement a streamlined, one-tap rating system within the feedback form, allowing parents to rate key aspects of the trip—such as safety, logistics, and overall satisfaction—with a single tap. This simplifies the feedback process, reducing friction and encouraging higher participation by enabling parents to complete ratings in under five seconds.

Acceptance Criteria
Post-Trip Rating Prompt Visibility
Given a trip has ended and the parent's device syncs within 24 hours, When the parent opens the ClassLink app, Then a one-tap rating prompt for Safety, Logistics, and Satisfaction is displayed prominently at the top of the feed.
Single-Tap Aspect Rating Selection
Given the rating prompt is visible, When the parent taps an icon for any aspect, Then the selected icon is highlighted immediately, the selection is stored locally, and a server request is sent within 500ms.
Multi-Aspect Rating Flow Continuity
Given the parent has rated one aspect, When they tap an icon for the next aspect, Then the next rating interface displays without a page reload and the previous selection remains intact.
Rating Submission Confirmation
Given the parent taps the icon for the final aspect, When the selection is successfully sent to the server, Then a confirmation message ‘Thank you for your feedback’ appears within 2 seconds.
Accessibility and Cross-Device Compatibility
Given the rating interface is displayed, When used on iOS, Android, or web browser, Then all icons are accessible via screen readers, meet WCAG 2.1 AA contrast standards, and respond to taps within 5 seconds.
Feedback Categorization & Tagging
"As a school admin, I want feedback categorized into specific tags so that I can quickly identify which aspects of the trip need attention."
Description

Provide structured categories and tagging options in the feedback form—such as ‘Safety’, ‘Communication’, ‘Logistics’, and ‘Overall Experience’—to enable parents to select specific areas for comments. This organized approach helps schools pinpoint strengths and improvement areas, making the feedback more actionable and easier to analyze.

Acceptance Criteria
Category Options Display
Given a parent opens the TripReview feedback form, then the categories 'Safety', 'Communication', 'Logistics', and 'Overall Experience' are displayed as selectable options.
Single Category Selection and Submission
Given a parent selects the 'Safety' category and submits feedback, then the feedback is accepted and the selected category is recorded with the comment.
Multiple Tag Selection Support
Given a parent selects multiple categories (e.g., 'Communication' and 'Logistics'), then the form allows selection of up to four tags and records all selected categories upon submission.
Invalid Category Handling
Given a parent tries to submit feedback without selecting any category, then the system prevents submission and displays an error indicating that at least one category must be selected.
Tagged Feedback Storage and Retrieval
Given a parent submits feedback with selected categories, then the database stores the feedback with the correct category tags and an administrator can retrieve comments filtered by each category.
Aggregated Feedback Dashboard
"As a teacher, I want to view aggregated trip feedback in a dashboard so that I can easily assess overall performance and improvements over time."
Description

Create an analytics dashboard that aggregates parent ratings and comments into visual reports, including charts and trend analysis. This dashboard will allow school administrators and teachers to review trip performance at a glance, track improvements over time, and export reports for stakeholder review.

Acceptance Criteria
Dashboard Overview Access
Given an authenticated school administrator on the ClassLink dashboard, When they navigate to the Aggregated Feedback Dashboard for a specific trip, Then the system displays a visual summary of parent ratings including average score, distribution chart, and total number of responses.
Trend Analysis Visualization
Given the Aggregated Feedback Dashboard is loaded, When the administrator selects a date range or multiple trips, Then the dashboard updates to show trend lines and comparisons of average ratings over the selected period.
Detailed Comment Breakdown
Given an administrator views the detailed feedback section, When they click on the 'Comments' tab, Then a paginated list of parent comments is displayed with sentiment indicators and the ability to filter by positive, neutral, or negative feedback.
Data Export Functionality
Given the dashboard is displaying visual reports, When the administrator clicks the 'Export' button and selects PDF or CSV, Then the system generates and downloads a file containing charts and raw data for the selected trip or date range.
Real-Time Data Refresh
Given new parent feedback is submitted during a live session, When the administrator refreshes or uses the 'Live Update' feature, Then the dashboard automatically includes the most recent ratings and comments without requiring a full page reload.
Reminder Notification System
"As a parent, I want a gentle reminder if I forget to submit feedback so that I don’t miss the opportunity to share my insights."
Description

Develop a reminder system that automatically sends follow-up notifications to parents who have not submitted feedback within 24 hours of the initial prompt. Reminders escalate in frequency up to two additional messages, ensuring higher completion rates while respecting user experience guidelines.

Acceptance Criteria
24-Hour Follow-Up Reminder
Given a parent has not submitted feedback within 24 hours of the initial TripReview prompt, when the system clock hits 24 hours post-prompt, then the system sends a first reminder notification to the parent's registered device.
Second Reminder Escalation
Given no feedback is received within 48 hours of the initial prompt and one reminder has already been sent, when the system clock hits 48 hours post-prompt, then the system sends a second reminder notification with an escalated message tone and direct feedback link.
Maximum Reminders Cap
Given two reminder notifications have been sent for a single TripReview instance, when the system evaluates further dispatches, then it must not send any additional reminders and must close the reminder cycle for that instance.
Opt-Out Preference Respect
Given a parent has opted out of TripReview reminder notifications in their preferences, when the system processes scheduled reminders, then it must skip sending reminders to that parent and record the opt-out action.
Accurate Notification Logging
Given each reminder is dispatched, when the notification is sent, then the system logs the timestamp, parent user ID, TripReview instance ID, and reminder sequence number in the notification audit log.

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Denver, CO – July 13, 2025 – ClassLink, the premier unified communication platform for K-12 education, today unveiled MultiLingua Poll, an innovative feature that automatically translates image-based polls and notification messages into each family’s preferred language. This release addresses longstanding challenges faced by educators and parents in diverse school communities, ensuring everyone can participate equally in volunteer opportunities, lunch menus, event RSVPs, and more without language constraints. “With MultiLingua Poll, we are taking a significant step toward truly inclusive school-home communication,” said Allison Parker, Chief Product Officer at ClassLink. “We understand that clear, timely communication is critical for engaging families. By delivering polls and messages in the language each parent or guardian reads best, we’re removing barriers that have historically excluded non-English speakers and leveling the playing field for every family.” Why MultiLingua Poll Matters • Equity in Engagement: According to recent studies, up to 30% of parents in U.S. public schools speak a language other than English at home. MultiLingua Poll automatically localizes poll questions, choice labels, and push notifications, helping teachers reach 100% of families with no extra effort. • Higher Response Rates: Pilot programs in three diverse districts showed poll response rates increased by an average of 45% within the first month of using MultiLingua Poll. Hands-On Parents reported improved confidence in participating, while Tech-Shy Parents appreciated the automated translations and OriginalToggle option for easy comparison. • Seamless Integration: Built on ClassLink’s existing SnapTemplate library, teachers can choose from dozens of professionally designed poll formats, add custom images and annotations with QuickAnnotate, then click Publish. MultiLingua Poll does the rest, detecting each recipient’s language preference and generating high-quality translations. Feature Highlights • Automated Translation: Utilizes advanced neural-machine translation tailored for education contexts, ensuring accurate translation of school-specific terminology and custom glossary entries from PhraseLibrary. • OriginalToggle: Allows parents to switch instantly between the translated version and the original text, reinforcing transparency and building trust. • ContextKeeper: Maintains poll context across follow-up messages, ensuring continuity even when families respond over multiple days. • Translator Insights: Displays confidence scores for ambiguous phrases, enabling administrators to review and adjust translations before sending district-wide polls. Voice of the Community “MultiLingua Poll has transformed how I coordinate volunteers for our annual cultural fair,” said Maria Gomez, a 3rd Grade Teacher in Mesa Unified School District. “In past years, I spent hours manually translating sign-up sheets and sending one-off emails. Now, I can rely on ClassLink to handle translations instantly. The response from Spanish- and Tagalog-speaking families has been overwhelming.” Bilingual Bella, a parent at Roosevelt Elementary, shared her experience: “I used to miss important school notices because they came in English only. Now, I get polls and reminders in my preferred language. I feel truly included in my daughter’s classroom community.” Implementation and Availability MultiLingua Poll is available immediately to all ClassLink subscribers at no additional cost. For districts new to ClassLink, the feature is included in the Enterprise Communication Suite. District IT Coordinators can enable MultiLingua Poll through the admin dashboard under Communication Settings. “Our goal is to make inclusive communication the norm, not the exception,” commented District IT Coordinator Marcus Lee of Riverview Unified. “Enabling MultiLingua Poll took me just a couple of clicks. Seeing the engagement metrics jump within days was incredible.” About ClassLink ClassLink is the leading provider of unified communication and collaboration solutions for K-12 schools, serving over 5,000 districts nationwide. Our platform empowers teachers, parents, administrators, and IT teams with real-time notifications, interactive polls, automated reminders, and robust analytics—all in one central hub. By reducing fragmented communication channels, ClassLink helps school communities stay informed, engaged, and aligned. Media Contact: Sarah Thompson Director of Public Relations, ClassLink Phone: 303-555-4820 Email: sarah.thompson@classlink.com

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ClassLink Debuts ProgressPulse Weekly Snapshots to Empower Proactive Student Support

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