Construction Bid Management SaaS

BidSwift

Never Miss a Winning Bid

BidSwift streamlines bid management for small general and subcontractors by replacing scattered emails and spreadsheets with a real-time dashboard. Contractors track every invitation, deadline, and response at a glance, automate document sharing, and ensure no opportunity slips by—helping lean teams win more projects without being overwhelmed by paperwork or complex software.

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BidSwift

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 small contractor to win more projects and thrive through effortless, automated bid management.
Long Term Goal
By 2028, empower 10,000 small construction contractors to win 25% more projects each year by eliminating missed bids and manual chaos through effortless, automated bid management.
Impact
Enables small contractors to save up to 10 hours per week on bid management, respond to 40% more bids on time, and increase project opportunities pursued by 25% within six months, directly reducing missed bids and driving measurable revenue growth.

Problem & Solution

Problem Statement
Small construction contractors lose bids and waste hours sorting emails and spreadsheets because existing bid management tools are overly complex or costly, leaving lean teams disorganized, prone to errors, and unable to respond quickly to project opportunities.
Solution Overview
BidSwift replaces chaotic spreadsheets and missed emails with a real-time dashboard that organizes every bid invitation, deadline, and response in one place. Automated reminders and document sharing keep small contractor teams focused, ensuring no opportunity slips through the cracks.

Details & Audience

Description
BidSwift empowers small general and subcontractors to win more projects by automating chaotic bid tracking and document management. Contractors eliminate paperwork and missed opportunities with a real-time dashboard showing every invitation, deadline, and response at a glance. Its intuitive, purpose-built interface keeps even lean teams organized and competitive without expensive, overly complex software.
Target Audience
Small construction contractors (25-55) juggling multiple bids, seeking simple automation to eliminate missed opportunities.
Inspiration
Sitting beside my contractor friend after hours, I watched his frustration boil over—he’d just realized he’d missed a six-figure school project because a bid invitation got buried in his inbox. That moment made clear how chaos and lost documents can crush small teams. Seeing his disappointment drove me to create BidSwift—an intuitive dashboard that ensures no opportunity goes unnoticed again.

User Personas

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

S

Strategic Stella

- Age 32, female, Bachelor’s in Business Administration - 7 years in construction business development - Leads BD at $20M GC firm - Manages 4-person bid scouting team - $85K annual salary

Background

She began as an intern at a global contractor, building industry connections. Promoted to BD coordinator at 25, she honed forecasting and negotiation skills, driving 30% revenue growth. This shaped her reliance on timely, accurate bid data.

Needs & Pain Points

Needs

1. Instant alerts for high-value bid invitations 2. Detailed analytics to predict bid success 3. Seamless CRM integration for data synchronization

Pain Points

1. Delayed notifications causing missed project leads 2. Fragmented data hindering strategic decision-making 3. Manual report compilation wasting hours weekly

Psychographics

- Obsessed with data-driven opportunity identification - Motivated by building strategic industry partnerships - Prefers proactive, organized workflows - Demands precision and efficiency in tools

Channels

1. LinkedIn Messenger (professional networking) 2. Email (daily briefings) 3. Slack (team discussions) 4. CRM Dashboard (data integration) 5. Construction Executive Forums (industry insights)

T

Tech-Savvy Tony

- Age 38, male, self-taught developer skills - 10-person residential GC with $5M revenue - Bachelor’s in Civil Engineering - $90K annual owner’s draw - Based in Austin, TX

Background

After 15 years in field operations, Tony adopted coding tools to solve jobsite inefficiencies. He built custom scripts to track RFIs and estimates, cultivating his passion for tech-driven workflows. Now he seeks out platforms that offer open APIs and modular features.

Needs & Pain Points

Needs

1. Customizable API access for third-party integrations 2. Automated document distribution to subcontractors 3. Real-time bid status tracking on mobile device

Pain Points

1. Tedious manual data entry in legacy systems 2. Inflexible tools limiting custom workflows 3. Missed bid updates during offsite visits

Psychographics

- Loves experimenting with new construction tech - Values efficiency through automation - Prioritizes customizable, API-driven solutions - Embraces continuous learning and innovation

Channels

1. GitHub (tool discovery) 2. Slack (team coordination) 3. Email (official communications) 4. Mobile App (on-site monitoring) 5. Construction Tech Meetups (networking)

T

Time-Pressed Tom

- Age 45, male, independent electrician - No formal business training - 7 employees, $1.2M annual revenue - High school diploma - Colorado-based, $75K owner’s income

Background

Tom started as a journeyman electrician in his father’s company at 18. He branched out solo at 30, growing to seven employees but juggling tasks. His field-first mindset drives craving for frictionless bid tools that don’t eat his time.

Needs & Pain Points

Needs

1. One-click bid submission with minimal input 2. Instant deadline reminders before jobsite departure 3. Straightforward cost estimate templates built-in

Pain Points

1. Overlooked bid deadlines while onsite 2. Complex interfaces slowing down submissions 3. Lost emails causing missed opportunities

Psychographics

- Pragmatic, prefers simple, reliable solutions - Values clear, concise information - Motivated by maximizing billable hours - Avoids unnecessary software complexity

Channels

1. SMS (urgent alerts) 2. Email (official notices) 3. Mobile App (on-the-go access) 4. Facebook Groups (peer advice) 5. Phone Calls (direct communication)

C

Coordinating Clara

- Age 29, female, Master’s in Architecture - Works at 50-person firm - 3 years bid coordination experience - $70K annual salary

Background

Clara began her career designing residential projects, then shifted to commercial bids for a growing firm. She mastered BIM workflows and client presentations, exposing her to frequent document exchanges. Her need for precise, shareable bid packets sparked her search for automated bid management.

Needs & Pain Points

Needs

1. Secure blueprint distribution with version control 2. Centralized Q&A thread per bid package 3. Automated spec clarifications to bidders

Pain Points

1. Multiple blueprint revisions causing errors 2. Lost document versions leading to RFIs 3. Disparate communication channels confusing stakeholders

Psychographics

- Passionate about collaborative project alignment - Values transparency in document sharing - Drives efficiency through structured workflows - Seeks tools reducing version confusion

Channels

1. BIM 360 (design sharing) 2. Email (formal communications) 3. Slack (team queries) 4. Dropbox (file storage) 5. Project Management Tools (task tracking)

R

Risk-Averse Ryan

- Age 50, male, CPA-certified - CFO at $30M construction firm - MBA in Finance - 20+ years industry experience - $120K annual salary

Background

Ryan started as a cost accountant at a large contractor, rising to finance director by 40. He implemented cost-control systems reducing overruns by 15%. This instilled his insistence on detailed bid audit trails and risk assessments.

Needs & Pain Points

Needs

1. Detailed bid cost breakdowns with audit logs 2. Risk-scoring for each bid opportunity 3. Exportable compliance reports for stakeholders

Pain Points

1. Incomplete cost data hindering approvals 2. Unexpected overruns from missing audit trails 3. Inconsistent risk assessments across bids

Psychographics

- Obsessive about budget accuracy and compliance - Skeptical of undocumented process gaps - Motivated by minimizing financial risk - Values comprehensive audit trails

Channels

1. ERP Dashboard (financial oversight) 2. Email (formal reports) 3. Secure Portal (compliance documents) 4. Excel (data analysis) 5. CFO Roundtables (peer benchmarks)

Product Features

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

Alert Customizer

Empower users to tailor push notifications by project, bid stage, or document type, ensuring they only receive alerts that matter. By filtering notifications, teams reduce noise, stay focused on critical updates, and respond faster to high-priority opportunities.

Requirements

Dynamic Alert Filters
"As a project manager, I want to define which bids and document events trigger notifications so that I only receive alerts relevant to my responsibilities and avoid distractions."
Description

Create a flexible filtering interface within the notification settings that allows users to specify criteria such as project names, bid stages, and document types to tailor which push notifications they receive. The interface should support multi-select dropdowns, logical AND/OR conditions, and real-time feedback displaying the estimated alert volume. Integration with the existing notification engine must ensure that only notifications matching the selected filters are delivered, reducing noise and improving focus on critical updates.

Acceptance Criteria
Filter by Single Project
Given the user has selected a single project from the project multi-select dropdown When a new notification is generated for that project Then only notifications belonging to the selected project are delivered to the user
Filter by Multiple Bid Stages
Given the user has enabled filters for "Invitation Sent" and "Proposal Submitted" bid stages When notifications for various stages are triggered Then only notifications for the selected bid stages are pushed
Combine AND/OR Conditions
Given the user configures a filter with Project A AND (Bid Stage: "Awarded" OR Document Type: "Contract") When matching notifications occur Then only notifications that satisfy both the project and one of the bid stage or document type conditions are delivered
Real-Time Estimated Alert Volume
Given the user adjusts filter criteria When the selection changes Then the interface displays the updated estimated daily alert volume within 2 seconds of the change
Persistent Notification Settings
Given the user saves their filter selections When they log out and log back in Then their custom filter settings remain applied and notifications continue according to those filters
Notification Preset Management
"As a team lead, I want to save and share my alert configurations as presets so that I can easily switch between different notification setups for different phases or projects without reconfiguring each time."
Description

Implement functionality for users to save, name, and manage custom notification filter sets as reusable presets. Users should be able to create, edit, switch between, and delete presets, with presets stored per account and shareable with team members or across projects. A preset dropdown menu and create/edit dialog must be provided to facilitate quick toggling between different alert configurations for diverse roles and scenarios.

Acceptance Criteria
New Preset Creation
Given the user has opened the notification preset dialog, When the user enters a unique name and selects desired project, bid stage, and document type filters, And the user clicks Save, Then the new preset is persisted, appears in the preset dropdown, and is available for selection.
Existing Preset Editing
Given the user selects an existing preset and opens the edit dialog, When the user modifies the preset name or filter settings and clicks Save, Then the updated preset overwrites the previous settings and displays the new values in the dropdown.
Preset Switching
Given the user has multiple presets saved, When the user selects a different preset from the preset dropdown, Then the notification filters update immediately to match the selected preset without a page refresh.
Preset Deletion
Given the user selects the delete option on a preset, When the user confirms the deletion in the confirmation dialog, Then the preset is permanently removed from the account and no longer appears in the preset dropdown.
Preset Sharing
Given the user has created a preset, When the user chooses to share the preset with team members or across projects and confirms sharing, Then the shared users gain access to the preset in their dropdown for the specified projects.
Fine-Grained Alert Conditions
"As a contractor, I want to receive an alert when a bid deadline is within two days so that I can prioritize my tasks and avoid missing submission windows."
Description

Extend the filter system to support threshold-based and event-specific conditions, such as notifying when bids have fewer than a specified number of days until the deadline or when documents reach a particular version or approval status. Administrators should be able to define numeric or status-based triggers, with the backend scheduler evaluating conditions periodically and dispatching alerts when criteria are met to ensure timely responses to critical bid milestones.

Acceptance Criteria
Bid Deadline Approaching Threshold Alert
Given an administrator has defined a threshold alert for bid deadlines within N days When a bid's deadline is equal to or less than N days away Then the system dispatches a notification to subscribed users including the bid ID and remaining days And no notifications are sent for deadlines outside the threshold
Document Version Milestone Alert
Given an administrator has configured an alert for document version reaching V When a document associated with any bid is updated to version V or higher Then the system sends a push notification specifying the document name, bid ID, and current version And only one notification is sent per document per version milestone
Document Approval Status Change Alert
Given an administrator has set an alert for a document approval status change to a target state When the document status changes to the specified state Then the system notifies users subscribed to that status change event including bid ID, document name, and new status And notifications are only triggered once per status transition
Combined Deadline and Document Condition Alert
Given an administrator has defined a composite alert combining deadline threshold and document version conditions When both conditions are met for a given bid (deadline ≤ N days AND document version ≥ V) Then the system sends a single notification indicating both conditions are satisfied And no notification is sent if only one condition is met
Removal of Alert Condition
Given an administrator removes an existing alert condition from the system When the scheduler evaluates conditions Then the removed condition does not trigger any new alerts And no notifications are dispatched for the deleted condition going forward
Frequency and Do-Not-Disturb Settings
"As a subcontractor, I want to receive a daily summary of low-priority alerts instead of immediate notifications so that I can review them in batches without constant interruptions."
Description

Provide user controls for notification frequency (immediate, hourly digest, daily summary) and do-not-disturb periods during which alerts are suppressed. The system must aggregate alerts according to the selected frequency, generate summary messages, and respect user-defined quiet hours and time zones for both mobile push and email channels, enhancing the user experience and preventing alert fatigue.

Acceptance Criteria
Immediate Notification for Critical Bid Stage
Given a user has enabled immediate notifications for a specific project and bid stage, when a relevant event occurs, then the system must send a push notification and an email within one minute of the event.
Hourly Digest Aggregation for Multiple Projects
Given a user has selected hourly digest frequency, when multiple alerts occur across projects within the hour, then the system must aggregate all alerts into a single summary message delivered at the top of each hour.
Daily Summary in User's Time Zone
Given a user has enabled daily summary notifications, when the user’s local date changes at midnight in their time zone, then the system must compile and send a summary of all alerts from the previous day.
Do-Not-Disturb Period Enforcement
Given a user-defined do-not-disturb period is active, when alerts occur during that period, then the system must suppress push notifications and emails until the period ends.
Switching Between Notification Frequencies
Given a user changes their notification frequency setting, when the change is saved, then subsequent alerts must follow the newly selected frequency without sending duplicate or missed notifications.
Alert Preview and Testing
"As an operations manager, I want to test my notification settings so that I can verify they work correctly before applying them to live projects and avoid missing critical information."
Description

Create a preview and testing tool within the notification settings that allows users to simulate alerts based on their current filter and frequency settings. Users should be able to trigger test notifications to view content formatting, payload structure, and delivery channels before applying changes, reducing configuration errors and ensuring that alerts will behave as expected in live scenarios.

Acceptance Criteria
Project-based Push Notification Simulation
Given the user has selected Project XYZ and set filters for bid invitations; When the user clicks 'Send Test Notification' for Project XYZ; Then a test push notification is received on the user's device within 5 seconds displaying the project name, bid ID, and expected deadline.
Notification Content Formatting Preview
Given the user has customized notification templates for the 'Bid Stage: Awarded'; When the user triggers a test notification for the Awarded stage; Then the notification preview accurately reflects the selected template, including header, body text, and dynamic placeholders populated with sample data.
Email Payload Structure Validation
Given the user opts to receive email notifications for Document Upload events; When the user sends a test email; Then the email received contains a properly formatted payload with attachments, correct document name, upload timestamp, and a link to the document in the dashboard.
Delivery Channel Selection Verification
Given the user has enabled both push and SMS channels for High Priority alerts; When the user initiates a test notification for a High Priority bid change; Then the system sends simultaneous test notifications via push and SMS, each delivered within 5 seconds, and matching the configured content.
Frequency Setting Effectiveness Test
Given the user sets test notification frequency to a single immediate delivery; When the user triggers multiple test notifications within a 30-second window; Then only one test notification is delivered immediately and no duplicates are sent until the frequency window resets.

Snooze & Remind

Enable users to temporarily silence a notification and schedule automatic follow-up reminders at preferred intervals. This feature prevents urgent alerts from being overlooked while allowing busy contractors to manage interruptions on their own terms.

Requirements

Customizable Snooze Durations
"As a busy contractor, I want to set custom snooze durations for bid notifications so that I can manage interruptions according to my workflow and still receive timely reminders."
Description

Enable users to select and customize snooze intervals for individual notifications, offering both preset options (e.g., 15 minutes, 1 hour, 4 hours) and a custom time picker. This integrates seamlessly with BidSwift’s real-time dashboard, allowing contractors to temporarily silence alerts and have them resurface automatically after the specified interval. By tailoring snooze durations to their schedules, users can minimize interruptions during focused work periods while ensuring critical bid reminders reappear at the optimal time.

Acceptance Criteria
Preset Snooze Interval Selection
Given a notification is displayed on the dashboard When the user clicks the snooze button And selects a preset interval of 15 minutes from the list Then the notification is silenced immediately And the system schedules it to reappear after 15 minutes
Custom Snooze Interval via Time Picker
Given a notification is displayed on the dashboard When the user clicks the snooze button And chooses the custom time picker Then the user can enter any duration between 5 minutes and 48 hours And upon confirmation the notification is silenced And the system schedules it to reappear after the specified custom duration
Validation of Custom Snooze Interval Inputs
Given the custom time picker is open When the user enters a duration less than 5 minutes Or greater than 48 hours Or leaves the input blank Then the system displays an inline error message Explaining the valid range of 5 minutes to 48 hours And disables the confirm button until a valid duration is entered
Integration with Dashboard Notification System
Given a snoozed notification exists in the system When its scheduled snooze interval elapses Then the notification reappears in the dashboard’s active notification list at the top And is marked with a timestamp indicating its original snooze period
Persistence of User Snooze Preferences
Given a user has previously selected a preset or custom snooze duration When the user opens their notification settings Then the last used snooze interval is pre-selected And the user can update or reset this preference at any time
Recurring Reminder Patterns
"As a subcontractor managing multiple bids, I want notifications to recur on a set schedule so that I don’t have to repeatedly snooze them and risk missing critical deadlines."
Description

Allow users to define recurring reminder schedules for snoozed notifications, such as daily, weekly, or custom intervals, ensuring important alerts are repeatedly surfaced until action is taken. This feature extends the basic snooze functionality by automating follow-up reminders at user-defined patterns, which helps contractors stay on top of multiple bids without manual rescheduling. Integration with BidSwift’s notification engine ensures consistency and reliability across desktop and mobile channels.

Acceptance Criteria
Daily Reminder for Snoozed Notification
Given a user snoozes a high-priority bid notification and sets a daily recurrence at 9 AM When the system time reaches 9 AM on each subsequent day Then the system generates and displays the reminder notification on both desktop and mobile channels until the user acts on it
Weekly Recurring Reminder for Project Deadline
Given a user snoozes a bid invitation reminder and sets a weekly recurrence every Monday at 8 AM When the first Monday at 8 AM after snooze arrives Then the system sends the reminder and repeats it each following Monday at 8 AM until the notification is completed
Custom Interval Reminder for Document Submission
Given a user snoozes a notification and chooses a custom interval of every 3 days When each 3-day period elapses Then the system triggers the reminder notification until the user dismisses or completes the original notification
No Duplicate Notifications Across Channels
Given a recurring reminder is scheduled for a snoozed notification When the reminder fires Then the system delivers only one notification per channel (desktop and mobile) and ensures no duplicate notifications are created
Pause Recurring Reminders After Action
Given a user marks the snoozed notification as completed or opens the related bid details When the user completes the action Then the system cancels all future scheduled recurring reminders for that notification
Quick-Snooze from Dashboard
"As a contractor reviewing multiple alerts, I want to snooze a notification with a single click so that I can quickly clear my workspace and stay focused."
Description

Provide a one-click snooze action directly on each notification card in the dashboard view, enabling users to instantly defer alerts without opening additional menus. This streamlined approach reduces friction and saves time, letting contractors quickly manage alerts during busy periods. The quick-snooze control should offer the last-used snooze duration for consistency, with an option to adjust if needed.

Acceptance Criteria
One-Click Snooze Activation
Given a notification card on the dashboard with a snooze button, When the user clicks the snooze button once without opening any additional menu, Then the notification is deferred by the last-used snooze duration and removed from the dashboard until the snooze period ends.
Default Snooze Duration Persistence
Given a user who has previously snoozed any notification, When the user performs a quick-snooze on another notification, Then the system uses the same snooze duration as the user’s last snoozed alert without requiring re-selection.
Inline Snooze Duration Adjustment
Given a notification card with the quick-snooze control, When the user clicks the duration dropdown immediately adjacent to the snooze action, Then the user can select a new preset or enter a custom snooze duration before the notification is deferred.
Snoozed Notification Reappearance
Given a notification that has been snoozed, When the snooze duration expires, Then the notification automatically reappears at the top of the dashboard list with a visual highlight indicating it is a reminder.
Persistent Snooze Settings Across Sessions
Given a user who closes their browser or logs out after snoozing a notification, When the user logs back in and later uses quick-snooze, Then the system still applies the previously selected snooze duration as the default.
Snooze All Notifications
"As a project manager, I want to snooze all current notifications at once so that my team and I can concentrate on an important meeting without individual alerts popping up."
Description

Introduce a bulk-snooze option that allows users to defer all pending notifications simultaneously to a default or custom interval. This feature is essential for contractors who need to pause all alerts during extended focus sessions or team meetings. It should apply the selected snooze duration to every active notification and display a summary of the new reminder times.

Acceptance Criteria
Bulk Snooze To Default Interval During Focus Session
Given the user has multiple active notifications When the user selects 'Snooze All' without changing the snooze duration Then each notification is deferred by the default interval (e.g., 1 hour) and a confirmation summary lists the new reminder times for all notifications
Bulk Snooze To Custom Interval For Team Meeting
Given the user has multiple active notifications When the user selects 'Snooze All' and sets a custom snooze duration (e.g., 2 hours) Then each notification is deferred by the selected interval and a confirmation summary displays the updated reminder times
Bulk Snooze With No Active Notifications
Given the user has no active notifications When the user clicks 'Snooze All' Then the system displays a message indicating there are no notifications to snooze and no errors occur
Display Summary Of New Reminder Times
Given the user has snoozed all notifications When the snooze action completes Then the system shows a clear, consolidated summary listing each notification title and its newly scheduled reminder timestamp
Persist Snoozed Notifications Across Sessions
Given the user has snoozed all active notifications When the user logs out and logs back in before any reminders fire Then all snoozed notifications remain deferred and their reminders still trigger at the updated times
Snooze with Reason Logging
"As an operations lead, I want snooze reasons recorded so that I can review why reminders were delayed and improve our bid response processes."
Description

Capture and log the user-selected reason for snoozing each notification (e.g., "In Meeting," "On Site Visit," "Reviewing Documents"). These snooze reasons are stored in the activity feed for audit and reporting purposes, helping teams analyze snooze patterns and identify potential workflow bottlenecks. This insight supports process optimization and accountability across the organization.

Acceptance Criteria
Snooze Notification with Reason Selection
Given a user clicks snooze on a notification, when the reason selection dialog appears, then the user must be able to select a predefined reason or enter a custom reason, and on confirmation the notification is snoozed and the selected reason is stored.
Mandatory Reason Enforcement
Given a user attempts to snooze a notification, when no reason is selected or entered, then the snooze action is disabled and an inline error prompts the user to provide a reason.
Reason Logging in Activity Feed
Given a user snoozes a notification with a reason, when viewing the activity feed, then each snoozed notification entry displays the correct timestamp, user identity, and the exact reason entered.
Reporting Export Includes Reasons
Given a user exports the snooze activity report, when generating the report, then each record in the CSV and PDF includes notification ID, snooze timestamp, user, and the associated reason.
Edit Snooze Reason Post-Snooze
Given a user snoozed a notification, when they edit the reason from the snoozed notifications list and save, then the updated reason and edit timestamp appear in the activity feed.
Scheduled Quiet Hours
"As a general contractor, I want to silence notifications overnight and on weekends so that I can maintain a healthy work-life balance and start each day with a clear set of reminders."
Description

Allow users to configure daily or weekly quiet hours during which all incoming notifications are automatically snoozed and queued for delivery once the quiet period ends. This schedule-based snooze setting ensures contractors aren’t disturbed during non-working hours or planned focus blocks. The system should clearly indicate active quiet periods and preview when alerts will reappear.

Acceptance Criteria
Configure Daily Quiet Hours
Given the user accesses the Quiet Hours settings When the user sets start time to 18:00 and end time to 08:00 with recurrence daily Then the system saves the schedule and displays "Daily Quiet Hours: 18:00 - 08:00" in user settings.
Configure Weekly Quiet Hours
Given the user accesses the Quiet Hours settings When the user selects weekdays Monday to Friday and sets start time to 12:00 and end time to 13:00 with recurrence weekly Then the system saves the schedule and displays "Weekly Quiet Hours: Mon-Fri 12:00 - 13:00" in user settings.
Snooze Notifications During Quiet Hours
Given an incoming notification at 19:30 during active quiet hours When the system receives the notification Then the system queues the notification and does not display any alert until quiet period ends.
Preview Queued Alerts After Quiet Period
Given quiet hours end at 08:00 When quiet hours period ends Then the system delivers all queued notifications and displays a preview list sorted by original receipt time.
Modify Existing Quiet Hours Schedule
Given a user with existing daily quiet hours 18:00 - 08:00 When the user updates the end time to 09:00 and saves Then the system updates the schedule and displays "Daily Quiet Hours: 18:00 - 09:00" with a confirmation message.

Beacon Digest

Deliver a concise summary of the day’s bid activity—deadlines, invitations, and document updates—at scheduled times. Contractors gain quick visibility into upcoming tasks without opening the app, helping them plan their day effectively.

Requirements

Scheduled Delivery Configuration
"As a contractor, I want to set the times and frequency for my daily bid activity summary so that I can plan my day around consistent, automated notifications."
Description

Enable users to configure specific times and frequencies for the Beacon Digest delivery. The system should allow selection of one or multiple daily time slots (e.g., morning, midday, evening) and set up custom schedules (e.g., weekdays only, weekends, or every day at a particular hour). Configuration changes should persist per user account and apply automatically to all subsequent digest generations, ensuring contractors receive timely summaries aligned with their workflows.

Acceptance Criteria
Single Time Slot Configuration
Given a logged-in user configures a single daily time slot at 09:00 and selects 'Every Day', when the user saves settings, then the system persists the configuration and sends the Beacon Digest at 09:00 local time each day.
Multiple Time Slot Configuration
Given a user selects two daily time slots (08:00 and 18:00) with frequency 'Every Day', when the user confirms settings, then the system stores both slots and delivers the Beacon Digest at both 08:00 and 18:00 local time daily.
Weekday-Only Schedule Configuration
Given a user sets a daily time slot at 10:00 and chooses 'Weekdays Only', when the user saves, then the system schedules and delivers the Beacon Digest at 10:00 local time Monday through Friday and does not send on weekends.
Weekend-Only Schedule Configuration
Given a user configures a daily time slot at 12:00 and selects 'Weekends Only', when the user applies settings, then the Beacon Digest is scheduled and sent at 12:00 local time on Saturdays and Sundays only.
Schedule Update Persistence
Given a user updates the existing schedule from 09:00 every day to 15:00 on weekdays only, when the user saves changes, then the system replaces the old schedule, persists the new settings, and sends subsequent digests according to the updated schedule.
Activity Filter Selection
"As a contractor, I want to filter the types of bid events included in my daily digest so that I only see the information most relevant to my immediate tasks."
Description

Provide users with options to filter which bid activities appear in the digest, including invitations received, upcoming deadlines, document uploads, and response statuses. Users should be able to toggle each activity type on or off and set thresholds (e.g., include only bids with deadlines within 48 hours). These filters should be part of the delivery configuration and saved per user, ensuring that each digest remains relevant and focused on the contractor’s priorities.

Acceptance Criteria
Toggle Invitations Received in Digest
Given a user disables the 'Invitations Received' filter in their delivery configuration When the Beacon Digest is generated Then the digest must not list any new invitation entries for that user
Set Deadline Threshold Filter
Given a user sets the deadline threshold to 48 hours When the Beacon Digest is generated Then only bids with deadlines occurring within the next 48 hours are included
Toggle Document Upload Notifications
Given a user enables the 'Document Uploads' filter When a bid document has been updated in the past day And the Beacon Digest is sent Then the digest contains an entry summarizing that document upload
Toggle Response Status Inclusion
Given a user toggles on the 'Response Status' filter When the Beacon Digest is produced Then each bid entry in the digest includes the latest response status (e.g., Submitted, Pending, Declined)
Persist User Filter Settings Across Sessions
Given a user customizes their activity filters in the delivery configuration When they log out and log back in Then their previously saved filter settings are applied and visible in the filter selection UI
Multi-channel Digest Delivery
"As a busy contractor, I want to receive my daily bid summary through my preferred communication channel so that I can stay informed without switching apps."
Description

Support delivery of the Beacon Digest via multiple channels, including email, SMS, and integration with collaboration tools such as Slack. Users should be able to enable or disable each channel and provide the necessary contact information or integration credentials. The system must handle channel-specific formatting and error handling (e.g., SMS character limits), ensuring reliable delivery across all selected mediums.

Acceptance Criteria
Enable Email Channel
Given the user is on the delivery settings page, When they toggle the Email channel on and provide a valid email address, Then the system saves the change and includes them in the daily email digest sent at the scheduled time.
Enable SMS Channel
Given the user has entered a valid phone number and enabled the SMS channel, When the daily digest is generated, Then the system sends the SMS within the 160-character limit and confirms delivery status.
Enable Slack Integration
Given the user has provided valid Slack integration credentials and selected a channel, When the daily digest is generated, Then the system formats the content for Slack and posts it to the specified channel successfully.
Invalid Contact Information Handling
Given the user enters an invalid email address or phone number, When they attempt to save delivery settings, Then the system displays a clear validation error and prevents enabling the channel.
Selective Channel Disabling
Given the user has multiple channels enabled, When they disable one channel in the settings, Then the system updates the configuration and stops sending the digest via the disabled channel while retaining other enabled channels.
Digest Template Customization
"As a contractor, I want to personalize the look and feel of my daily digest so that it aligns with my branding and highlights the information I consider most important."
Description

Allow users to customize the layout and content of their digest emails or messages by selecting from predefined templates or creating custom templates. Customization options should include header branding (logo, color scheme), section order, summary detail levels (brief vs. detailed), and inclusion of direct links to bid items. Templates should support simple WYSIWYG editing and preview capabilities.

Acceptance Criteria
Selecting a Predefined Template
Given the user navigates to Digest Template Customization settings When they select a predefined template from the template library Then the system applies the chosen layout, branding, and content settings And the selected template is saved as the active digest template
Creating a Custom Template via WYSIWYG Editor
Given the user opens the WYSIWYG editor for creating a new template When they add or modify header branding, section order, summary detail level, and links And they click Save Then the custom template is stored in the user's template library with those exact settings
Previewing the Customized Digest Layout
Given the user has customized or selected a template When they click the Preview button Then the system generates a real-time preview of the digest using sample bid data And the preview matches the layout, branding, detail level, and links defined in the template
Editing Section Order in a Template
Given the user opens an existing template in the editor When they drag and drop sections to rearrange their order And they save the changes Then the updated section order is reflected in both the editor and all future digest previews
Applying Brand Elements to Header
Given the user uploads a logo and selects primary and accent colors in the header settings When they save the header configuration Then the header in the preview and delivered digest displays the uploaded logo and chosen color scheme correctly
Delivery and Engagement Tracking
"As a contractor, I want to see whether my daily summaries are successfully delivered and opened so that I can be confident I’m not missing critical updates."
Description

Track and display delivery statuses and engagement metrics for each digest sent, including successful deliveries, bounces, opens, and clicks on bid item links. Users should be able to view a history of these metrics in their account settings, with timestamped records and basic analytics (e.g., open rate). This ensures transparency about whether contractors are receiving and engaging with their digests.

Acceptance Criteria
Digest Delivery Success Confirmation
Given a Beacon Digest scheduled for a contractor, when the email server confirms successful delivery, then the system records the delivery status as 'Delivered' with the corresponding timestamp in the delivery history.
Email Bounce Handling
Given a Beacon Digest email that fails to deliver, when a bounce is received, then the system records the delivery status as 'Bounced' with the bounce reason and timestamp in the delivery history.
Open Rate Tracking
Given a Beacon Digest email delivered to the contractor, when the contractor opens the email, then the system increments the open count and records the open event with timestamp, updating the open rate analytics.
Link Click Tracking
Given bid item links in a Beacon Digest email, when the contractor clicks any link, then the system records the click event with link identifier and timestamp, updating the click-through metrics.
Historical Metrics Display
Given a contractor accesses their account settings, when they navigate to the Beacon Digest metrics section, then the system displays a list of past digests with delivery status, bounce counts, open rates, click-through rates, and timestamps.
Analytics Data Accuracy
Given existing metrics for deliveries, opens, and clicks, when new events are recorded, then the system recalculates and displays updated analytics correctly without data duplication or loss.

GeoTrigger Alerts

Automatically trigger location-based notifications when users arrive at or leave a job site. Field teams receive relevant bid details and document changes at the right place and time, bridging the gap between office updates and on-site actions.

Requirements

Location Detection Engine
"As a field team member, I want my app to automatically detect when I arrive at or depart from a job site so that I receive relevant bid updates without manually checking my location."
Description

Continuously monitor user location using GPS, Wi-Fi, and cellular signals with an accuracy of at least 10 meters. The engine runs in the background on mobile devices with minimal battery drain, periodically checking geofences associated with active job sites and generating entry and exit events. It integrates with the BidSwift mobile app and syncs location data securely to the server for validation and logging, ensuring reliable and timely triggers for location-based notifications.

Acceptance Criteria
Geofence Entry Detection
Given the user’s device enters the defined geofence for an active job site, When the location detection engine runs in the background, Then an entry event is generated within 2 seconds and queued for transmission.
Geofence Exit Detection
Given the user’s device exits the defined geofence for an active job site, When the location detection engine runs in the background, Then an exit event is generated within 2 seconds and queued for transmission.
Location Accuracy Verification
Given the location detection engine captures GPS, Wi-Fi, or cellular data, When determining a position fix, Then the reported location accuracy must be 10 meters or better for at least 95% of samples over a continuous 30-minute period.
Background Battery Efficiency
Given the location detection engine operates continuously in the background over an 8-hour shift, When monitoring device power consumption, Then the engine’s battery usage must not exceed 2% per hour of total battery capacity.
Secure Synced Location Data Transmission
Given entry and exit events are generated, When syncing to the server, Then data is transmitted over a secure channel (HTTPS/TLS) within 5 seconds of event creation and logged in audit records.
Geo-Fence Configuration UI
"As a project manager, I want to configure geofences for each job site on a map so that alerts trigger precisely when field teams enter or exit the correct locations."
Description

Provide an intuitive interface within the web dashboard and mobile app for administrators to define, modify, and visualize geofences around job site locations. Users can drop pins or draw polygons on an embedded map, set custom radius values, assign site names, and link geofences to specific bid records. All configurations are saved to the central database, enabling real-time updates and ensuring the correct triggers fire when field teams cross boundaries.

Acceptance Criteria
Creating a New Circular Geofence via Pin Drop
Given the administrator is viewing the job site map, when they click on a location to drop a pin, then a geofence marker appears and a modal opens to set radius, site name, and linked bid record. Given the administrator enters a radius between 50m and 1000m, provides a unique site name, selects a bid record, and clicks Save, then the geofence is persisted in the database and displayed on the map with the correct radius.
Drawing a Polygon Geofence
Given the administrator selects the polygon tool, when they click sequential points on the map, then vertices are added and upon clicking the first point again the polygon closes and is displayed. Given the polygon is displayed, when the administrator drags any vertex, then the shape updates in real time. Given the polygon configuration is complete and the administrator clicks Save, then the geofence is saved to the database and rendered correctly on the map.
Modifying an Existing Geofence
Given an existing geofence is selected on the map, then its properties (shape or radius, site name, linked bid) load into the configuration panel. Given the configuration panel is open, when the administrator adjusts the radius, moves vertices, or edits the site name, then the map preview updates immediately. Given modifications are made, when the administrator clicks Save, then the updated geofence replaces the previous definition in the database and map display.
Linking Geofence to a Bid Record
Given the configuration panel for a geofence is open, when the administrator opens the 'Link to Bid' dropdown, then all active bid records display. Given a bid record is selected, when the administrator clicks Save, then the geofence-to-bid association is stored and visible in both the geofence list and bid details.
Validation of Geofence Input Constraints
Given the administrator enters a radius outside the allowed range (50m–1000m), when they attempt to save, then an inline error displays 'Radius must be between 50m and 1000m' and prevents saving. Given the administrator enters a site name that duplicates an existing geofence, when they attempt to save, then an inline error displays 'Site name must be unique' and prevents saving.
Real-Time Notification Dispatch
"As a field worker, I want to receive a push notification immediately when I enter a job site so that I know which bid documents have been updated."
Description

Implement a notification service that listens for geofence crossing events from the Location Detection Engine and pushes timely alerts to users’ devices. Supports push notifications on iOS and Android, as well as email and SMS fallbacks for offline or background situations. The system queues events, handles retries, and ensures at-least-once delivery. Notifications include contextual bid details and links to relevant documents, improving on-site decision making.

Acceptance Criteria
Geofence Entry Notification
Given a user’s device enters a predefined job site geofence When the Location Detection Engine emits an entry event Then the notification service pushes a real-time push notification to the user’s device within 5 seconds including the bid ID, bid status, and link to documents.
Push Notification Retry and At-Least-Once Delivery
Given a notification dispatch failure due to network issues When the initial push attempt fails Then the system retries delivery up to 3 times with exponential backoff and records each attempt, ensuring at-least-once delivery.
Fallback to Email and SMS
Given a user’s device is offline or backgrounded When push notification cannot be delivered after retries Then the system sends an email and an SMS containing the same bid context and links within 1 minute of the last failed attempt.
Notification Payload Accuracy
Given a geofence event occurs When the notification is dispatched Then the payload must include the user’s name, job site name, bid ID, bid title, current bid deadline, and a secure link to relevant documents.
Event Queue Ordering and Processing
Given multiple geofence crossing events for the same user in quick succession When events are enqueued Then the notification service processes them in FIFO order without loss or duplication and marks each event processed in the queue.
Document Sync Trigger
"As a field engineer, I want the latest bid documents to download to my device when I arrive at a site so that I can work with current plans even without network access."
Description

Automatically initiate differential document synchronization when a user crosses a geofence boundary. On entry events, the system fetches only new or modified bid documents and attachments from the server and caches them locally. On exit events, it triggers a sync of user's annotations and offline changes back to the server. This ensures field teams always have up-to-date information and that office records reflect on-site activity without manual intervention.

Acceptance Criteria
Entry Geofence Document Fetch
Given a user crosses into a job site geofence with network connectivity, when the geofence entry event is received, then the system must fetch and cache locally only documents and attachments that are new or modified since the last sync for that job site within 30 seconds.
Exit Geofence Annotation Sync
Given a user exits a job site geofence, when the geofence exit event is received, then the system must upload all locally stored annotations and offline changes for that job site to the server and confirm successful commit before clearing local change logs.
Offline Entry Queueing
Given a user enters a job site geofence without network connectivity, when the entry event occurs, then the system must queue the differential fetch request locally and automatically execute it within 2 minutes of connectivity restoration.
Merge Conflict Detection on Exit
Given a user exits a job site geofence, when local changes are pushed to the server and a conflict is detected (server-side modifications exist for the same document), then the system must flag the conflict, preserve both versions locally, and notify the user within the app.
Sync Error Retry Mechanism
Given any network or server error occurs during entry or exit synchronization, when the error is detected, then the system must retry the sync up to three times with exponential backoff intervals (1 min, 2 min, 4 min) and log each attempt's outcome.
User Alert Preferences
"As a subcontractor, I want to customize which geofence alerts I receive and when so that I only get notifications relevant to my role and schedule."
Description

Allow each user to configure their own notification preferences for entry and exit alerts per job site. Options include enabling or disabling location-based alerts, selecting preferred channels (push, email, SMS), and setting quiet hours or frequency limits. The preferences UI integrates with the user profile settings in BidSwift, and the notification system respects these settings when dispatching messages to reduce unnecessary interruptions.

Acceptance Criteria
Initial Preference Setup
Given the user navigates to the Alert Preferences section for a specific job site, When the page loads, Then default notification options (enabled alerts, push, email, SMS, frequency limit disabled, no quiet hours) are displayed. Given the user selects location-based alerts, chooses push and email channels, sets no quiet hours, and clicks Save, Then a confirmation message appears and the chosen preferences are persisted.
Preference Modification
Given the user has existing preferences saved for a job site, When the user changes the notification channels (adds SMS, removes email) and clicks Save, Then the saved preferences update accordingly and are reflected immediately on page reload.
Quiet Hours Enforcement
Given the user sets quiet hours from 22:00 to 07:00 in their preferences for a job site, When the user arrives at or leaves the job site between 22:00 and 07:00, Then no push, email, or SMS notifications are dispatched during the quiet hours window, and suppressed notifications do not queue for later delivery.
Frequency Limit Enforcement
Given the user sets a frequency limit of 2 alerts per hour for a job site, When three location-based entry or exit events occur within a 60-minute period, Then only the first two notifications are sent and the third is suppressed without causing errors.
Subscription Toggle
Given the user toggles the master location-based alerts switch to Off for a job site, When the user enters or exits the job site at any time, Then no notifications (push, email, SMS) are sent for those events.

Team Ping

Allow users to forward push alerts directly to specific team members or groups with an optional mention and action item. Stakeholders acknowledge alerts in real time, improving accountability and ensuring every bid-related task is assigned and tracked.

Requirements

Selective Alert Forwarding
"As a project manager, I want to forward bid alerts to selected team members so that responsibilities are clearly assigned without distracting the entire team."
Description

Enable users to forward specific push alerts to individual team members or custom-defined groups. The feature supports selecting recipients via user search or group selection, ensuring only relevant stakeholders receive notifications. Forwarded alerts should maintain the original context, link to the relevant bid, and trigger push notifications on recipients’ devices.

Acceptance Criteria
Forward Alert to Individual User
Given a user views a push alert in the dashboard, when they select 'Forward' and search for an individual team member by name or email, then the selected member must appear in the recipient list and receive the forwarded alert preserving original content and links.
Forward Alert to Custom Group
Given a user views a push alert, when they choose 'Forward' and select a predefined custom group, then all members of that group receive the forwarded alert with full context and a link to the relevant bid.
Maintain Original Alert Context
Given a forwarded alert, when it is delivered to recipients, then it must include the original alert title, message body, bid reference number, and a clickable link that opens the corresponding bid details.
Trigger Push Notification on Recipient Device
Given an alert is forwarded, when the action is confirmed, then recipients must receive a mobile push notification within 5 seconds and see the forwarded alert in their notification center.
Search and Select Recipients
Given the forward alert dialog is open, when a user types at least three characters into the search field, then matching user names or emails are displayed in real time and can be selected as recipients.
Mention and Action Tagging
"As a bid coordinator, I want to @mention teammates in alerts with a specified action so that they know exactly what needs to be done and by when."
Description

Allow users to include @mentions and define action items within forwarded alerts. Mentions resolve to users or roles, highlighting them in notifications. Action items support checkboxes or due dates to clarify required tasks, integrating seamlessly with the dashboard's task list.

Acceptance Criteria
User forwards an alert with a single user @mention
Given a user selects an alert and includes @john.doe in the message When the alert is forwarded Then John Doe receives a highlighted notification referencing the alert
User forwards an alert with a role @mention
Given a user includes @estimators in the forwarded alert When the alert is delivered Then all users assigned the Estimator role receive highlighted notifications
User adds a checkbox action item to the forwarded alert
Given a forwarded alert contains an action item with a checkbox When the recipient views the alert Then they see an unchecked checkbox next to the action item and can toggle its state
User sets a due date for an action item
Given a forwarded alert includes an action item with a due date When the alert is added to the dashboard task list Then the task displays the correct due date and is flagged if overdue
Alert integrates with dashboard task list
Given a forwarded alert contains @mentions and action items When the alert is forwarded Then mentioned users are assigned tasks in the dashboard with checkboxes and due dates visible
Real-Time Acknowledgment Receipts
"As a team member, I want to acknowledge receipt of a ping so that the sender knows I have seen and will act on it."
Description

Implement read receipts and acknowledgment tracking for all pings. Recipients can confirm receipt with a single tap, updating the sender in real time. The system displays acknowledgment status on the dashboard, improving visibility and accountability.

Acceptance Criteria
Single Recipient Acknowledgment
Given a user sends a ping to another user; When the recipient taps the 'Acknowledge' button; Then the sender's dashboard displays the recipient’s name with an 'Acknowledged' status within 2 seconds.
Group Recipient Acknowledgment Tracking
Given a ping sent to a group of users; When each member taps the 'Acknowledge' button; Then the dashboard lists all recipients with individual acknowledgment statuses updated in real-time, reflecting both acknowledged and pending statuses.
Real-Time Status Update on Dashboard
Given a sender is viewing the dashboard; When any recipient acknowledges a ping; Then the acknowledgment icon and timestamp for that ping update live on the sender’s dashboard without requiring a page refresh.
Offline Acknowledgment Synchronization
Given a recipient receives a ping while offline; When the recipient reconnects to the internet and taps 'Acknowledge'; Then the system syncs the acknowledgment and updates the sender’s dashboard within 5 seconds of reconnection.
Visual Acknowledgment Indicator Change
Given a ping in the dashboard is unacknowledged; When a recipient acknowledges it; Then the ping’s status icon changes color from gray to green and displays a checkmark.
Group and Role-Based Routing
"As an administrator, I want to send alerts to role-based groups so that notifications automatically reach the right audience without manual selection each time."
Description

Support routing pings to predefined user groups or roles within the organization. Administrators can configure groups such as 'Estimators', 'Project Managers', or custom teams. Routing rules ensure alerts reach the appropriate audience based on role or project assignment.

Acceptance Criteria
Admin Defines Role-Based Routing Groups
Given an administrator is on the 'Group & Role Management' settings page, When they create a new group named 'Estimators' and assign roles Estimator and Senior Estimator, Then the group is saved and displayed in the group list with correct roles.
User Sends Ping to Predefined Group
Given a project manager composes a team ping, When they select the 'Estimators' group from the routing dropdown and send the ping, Then all users in the 'Estimators' group receive the alert in their notification center within 5 seconds.
Automated Routing Based on Project Assignment
Given a bid invitation is added to Project Alpha, When the system triggers a ping for new bid invitations, Then the notification is routed to all 'Estimators' assigned to Project Alpha and not to estimators on other projects.
Custom Team Routing for Subcontractors
Given an administrator has created a custom team 'Structural Subcontractors' and subscribed subcontractor users, When a user selects this custom team for ping routing, Then only users in the 'Structural Subcontractors' team receive the alert.
Mention and Action Item with Role-Based Routing
Given a user routes a ping to the 'Project Managers' group and adds @username mention and action item 'Review bid docs', When the ping is sent, Then each user in the 'Project Managers' group sees the mention highlighted and the action item is added to their task list.
Audit Trail Logging
"As a compliance officer, I want a log of all pings and acknowledgments so that I can review communication history and ensure accountability."
Description

Maintain a comprehensive audit trail for all ping-related events, including sender, recipients, timestamps, and acknowledgment actions. Audit logs are searchable and exportable for compliance review and troubleshooting.

Acceptance Criteria
Ping Event Sent Audit Logging
Given a user forwards a ping to team members, When the ping is successfully sent, Then an audit log entry is created containing sender ID, recipient IDs, timestamp, ping content, and unique event ID, And the entry is stored in the audit database.
Ping Acknowledgment Logging and Searchability
Given a recipient acknowledges a ping, When they click the acknowledgment action, Then an audit log entry records recipient ID, acknowledgment timestamp, and optional comment, And the entry is searchable by recipient, date range, and event ID.
Audit Log Export Functionality
Given an administrator requests an audit log export, When they apply filters and initiate export, Then the system generates a CSV file with all matching entries, And the file download starts within 30 seconds.
Audit Trail Integrity Under Concurrency
Given multiple ping events occur simultaneously, When the system processes concurrent events, Then audit log entries maintain correct chronological order without data loss or duplication, And query response time remains under 2 seconds.
Access Control for Audit Logs
Given a non-admin user attempts to access the audit log interface, When they request access, Then the system denies access with an authorization error, And an unauthorized access attempt is logged in the security audit.
Ping Custom Templates
"As a user, I want to create and use ping templates so that I can quickly send standardized notifications without writing repetitive messages."
Description

Provide customizable templates for common ping messages, allowing users to save and reuse structured alert formats. Templates support placeholders for dynamic data such as bid names, due dates, and contractor details.

Acceptance Criteria
Creating a New Template
Given the user is on the Ping Custom Templates page When they click the 'New Template' button and provide a template name and body with placeholders Then the template is saved and appears in the template list with correct name and placeholder tags
Editing an Existing Template
Given an existing template in the list When the user selects the 'Edit' action and updates the template content Then the changes are saved and reflected in the list and available for future pings
Deleting a Template
Given an existing template When the user selects 'Delete' and confirms the prompt Then the template is removed from the list and cannot be selected in new pings
Applying a Template in a Ping
Given a saved template When the user forwards a ping and selects this template Then the ping message body pre-populates with the template content and displays dynamic placeholders in editable fields
Placeholder Data Rendering
Given a ping message created from a template containing placeholders When the ping is sent Then each placeholder is replaced with the correct bid name, due date, and contractor details in the delivered message

Smart Template Suggester

Automatically recommends the optimal proposal template based on project type, client profile, and past wins, reducing selection time and ensuring consistency in bid submissions.

Requirements

Template Suggestion Algorithm
"As a project manager, I want the system to recommend the best proposal template based on project and client data so that I can quickly draft consistent and effective bids."
Description

Develop an intelligent algorithm that analyzes project characteristics, client data, and historical bid outcomes to recommend the most appropriate proposal template. The algorithm should prioritize template consistency, relevance, and past success rates, integrating seamlessly with the dashboard and updating recommendations in real time as new bids and client interactions occur.

Acceptance Criteria
Initial Template Recommendation for New Project
Given a user creates a new bid with project type “Residential Renovation” and client profile “Repeat Client” when the algorithm runs then it recommends the template with highest past win rate for that combination with a confidence score ≥ 80%
Real-Time Recommendation Update on Data Change
Given updated client interaction data is saved (e.g., new feedback or bid outcome) when the dashboard refreshes then the suggested template for ongoing bids updates within 2 seconds to reflect the latest success metrics
Consistency Across Similar Projects
Given two projects share identical type and client classification when requesting template suggestions then the algorithm returns the same template for both projects
Performance Under High Load
Given 100 simultaneous bid creations when the algorithm processes template recommendations then all suggestions are returned within 500ms with 99% success rate
Default Template Fallback
Given the algorithm lacks sufficient historical data for a new project type when generating recommendations then it defaults to the standard generic proposal template
Client Profile Matching
"As a bid coordinator, I want the system to match templates to client profiles automatically so that the proposals reflect each client’s brand and preferences without extra effort."
Description

Implement a module that evaluates client-specific attributes—industry sector, company size, past engagement history—and maps these against template features such as tone, branding elements, and section layout. This module ensures that the suggested template aligns with client expectations and branding guidelines, reducing manual adjustments and approval cycles.

Acceptance Criteria
New Client Profile Analysis
Given a client profile with defined industry sector, company size, and past engagement history When the user requests a template recommendation Then the system calculates a matching score for each template and returns the highest-scoring template within 2 seconds
Template Recommendation Display
When a recommended template is available Then the system displays the template name, a summary of matching attributes, and relevant branding elements in the UI within the recommendation panel
Branding Alignment Validation
Given client branding settings exist When the system suggests a template Then the suggested template must include the correct logo, primary color codes, and font styles from the client profile
Historical Engagement Influence
Given the client has past wins with specific templates When computing recommendations Then templates used successfully at least two times for this client must rank in the top three suggestions
Incomplete Client Profile Handling
Given a client profile missing one or more required attributes When the user requests a recommendation Then the system prompts the user to complete the missing fields and does not return any template recommendation until the profile is complete
Project Type Classification
"As a subcontractor, I want the system to automatically identify the project type and apply the corresponding template so that my proposal includes all relevant sections from the start."
Description

Create a classification engine that categorizes incoming bid invitations by project type (e.g., commercial build, renovation, specialty subcontract). The classification should trigger template selection rules tailored to each project category, ensuring that structural sections, deliverable lists, and compliance checklists are pre-populated for the specific project type.

Acceptance Criteria
Commercial Build Project Classification
Given a bid invitation labeled as a commercial build project, when processed by the classification engine, then it must assign the “Commercial Build” category and automatically pre-populate the proposal template with the designated structural sections, deliverable lists, and compliance checklists for commercial projects.
Renovation Project Classification
Given a bid invitation labeled as a renovation project, when processed by the classification engine, then it must assign the “Renovation” category and automatically pre-populate the proposal template with renovation-specific sections, deliverable lists, and compliance checklists.
Specialty Subcontract Project Classification
Given a bid invitation labeled as a specialty subcontract project, when processed by the classification engine, then it must assign the “Specialty Subcontract” category and automatically pre-populate the proposal template with the relevant specialty sections, deliverable lists, and compliance checklists.
Unknown Project Type Fallback
Given a bid invitation with an undefined or ambiguous project type, when processed by the classification engine, then it must assign the “General” fallback category, notify the user of the fallback selection, and allow manual override of the template.
Template Selection Rule Compliance
Given any classified project type, when the engine applies template selection rules, then the chosen template must exactly match the rule-set defined for that category with no deviations in sections, deliverables, or checklists.
Past Win Analysis Integration
"As a bid strategist, I want the system to learn from our past winning bids so that future template recommendations drive higher success rates."
Description

Integrate a data analysis component that reviews previous successful bids to extract patterns in template usage, section arrangement, and content phrasing. The integration should feed insights back into the suggestion engine, continuously refining template rankings and improving recommendation accuracy based on measurable win rates.

Acceptance Criteria
Initial Data Ingestion and Pattern Extraction
Given a dataset of at least 50 past successful bids When the analysis component processes the dataset Then it extracts and stores at least 3 recurring template usage patterns with ≥95% pattern identification accuracy
Template Ranking Based on Win Rates
Given extracted template usage patterns with associated win rates When the suggestion engine ranks templates Then the top 5 templates are ordered by descending win rate and match at least 80% of user-selected past templates
Real-time Suggestion Adjustment Post-Submission
Given a new bid submission result marked as win or loss When the system ingests the outcome Then the template rankings update within 5 minutes and reflect the new win rate change by at most ±2%
Client-Specific Recommendation Accuracy
Given client profiles with historical bid outcomes When requesting a template suggestion Then the system recommends a template that matches the client’s past preferred template in ≥90% of cases
Periodic Model Re-evaluation and Performance Reporting
Given weekly performance data of suggestion accuracy When generating the performance report Then the report highlights suggestion accuracy, win-rate improvement, and identifies any drift with deviation >5% from prior week
Template Preview and Feedback Loop
"As a bid creator, I want to preview and tweak the suggested template and have the system learn from my edits so that future recommendations become more aligned with my working style."
Description

Add a preview interface allowing users to view the recommended template with sample content and provide feedback or adjustments. The system should capture user modifications to refine recommendation parameters, creating a feedback loop that personalizes suggestions over time and adapts to evolving user preferences.

Acceptance Criteria
Template Preview Display
Given a recommended template, When the user clicks 'Preview', Then the system displays the full template with sample content and formatting identical to the final proposal.
User Feedback Submission
Given the template preview is displayed, When the user modifies sample text or layout and clicks 'Submit Feedback', Then the system captures and logs the modifications linked to the specific template and user.
Feedback Integration into Recommendations
Given stored user feedback, When the recommendation engine recalculates template suggestions, Then it adjusts future recommendations by weighting past user modifications for similar project types.
Adjusted Template Saving
Given the user customizes a template in preview, When the user selects 'Save as New Template', Then the system creates a distinct template instance with the modifications and makes it available in the user's library.
Feedback Data Synchronization
Given feedback is submitted, When the system synchronizes with the database, Then feedback entries appear in the user's feedback history within one minute, including timestamp, template ID, and modification details.

Auto Attach Vault

Automatically pulls and attaches all relevant documents—blueprints, spec sheets, permits—from your project vault to the quote in one click, eliminating manual hunting and errors.

Requirements

Vault Document Retrieval
"As a contractor using BidSwift, I want the system to automatically fetch all project-related documents from our vault so that I don’t have to manually search and download files before attaching them to a quote."
Description

The system must integrate with the project vault API to automatically retrieve all documents associated with a specific project or bid, including blueprints, spec sheets, permits, and other relevant files. This module will handle authentication, request throttling, and data parsing to ensure seamless access to the vault. By abstracting the retrieval process, it will reduce manual errors, accelerate quote preparation, and maintain synchronization with any vault updates or new document uploads.

Acceptance Criteria
Project Document Retrieval Trigger
Given a user selects a project in BidSwift; When the user clicks 'Attach Vault Documents'; Then the system retrieves all documents related to the selected project from the vault API and displays them in the quote attachment list within 5 seconds; And the user sees a confirmation message 'Documents successfully attached'.
Vault API Authentication
Given the system attempts to connect to the project vault; When valid API credentials are provided; Then the system establishes a secure connection using OAuth 2.0; And the system logs an authentication success response.
Request Throttling Management
Given the system receives a 429 Too Many Requests response from the vault API; When rate limits are exceeded; Then the system automatically queues and retries the request after the specified 'Retry-After' duration; And no document retrieval requests are lost or duplicated.
Document Data Parsing and Validation
Given raw document metadata is returned from the vault API; When the system parses the metadata; Then each document entry must include a valid filename, file type, size, and URL; And any missing or invalid entries are logged as errors without blocking other documents.
Vault Update Synchronization
Given new documents are added to an existing project vault; When the user triggers the 'Sync Vault Documents' action on an existing quote; Then the system detects and retrieves only the new or updated documents; And the quote attachment list is updated without duplicating existing attachments.
Access Control Enforcement
"As an administrator, I want document retrieval to respect user permissions so that only users with proper roles can access and attach confidential project files."
Description

Implement role-based access control to ensure that only authorized users can retrieve or attach documents from the project vault. The requirement includes verifying user permissions against the vault’s security policies and logging access attempts. This will safeguard sensitive documents, maintain compliance with company policies, and prevent unauthorized data exposure during the auto-attach process.

Acceptance Criteria
Authorized User with Read Permission Initiates Auto-Attach
Given a user with 'Editor' role and valid vault read permissions When the user clicks the auto-attach button Then the system retrieves and attaches all relevant documents without errors or additional prompts
User Without Permission Attempts Document Attach
Given a user without document retrieval permissions When the user initiates auto-attach Then the system blocks the action, returns a 'Permission Denied' error, and does not attach any documents
Permission Role Change Reflects Immediately
Given a user's vault permissions are modified When the user next initiates auto-attach Then the system enforces the updated permissions and allows or denies access according to the new role without requiring a session restart
Access Attempts Are Logged for Audit
Given any auto-attach request When a user initiates the process Then the system logs the user ID, timestamp, project ID, document IDs, and outcome (success or failure) in the centralized audit log
Unauthorized Access Attempts Trigger Alerts
Given multiple consecutive unauthorized auto-attach attempts When a user exceeds three failed attempts within ten minutes Then the system flags the user account, generates a security alert, and notifies the security team via email
Contextual Document Matching
"As a subcontractor, I want relevant documents to be auto-selected based on bid context so that I avoid attaching irrelevant files and focus on key project details."
Description

Develop an intelligent matching engine that analyzes quote context—such as project type, bid scope, and document metadata—to automatically select and attach the most relevant documents. It should employ configurable rules and tagging to refine selection criteria and allow overrides. This will ensure that only pertinent files are attached, reducing clutter and improving the accuracy of submitted quotations.

Acceptance Criteria
Default Document Selection for Architectural Projects
Given a new quote is created for an architectural project tagged “Architectural”; When the user clicks the Auto Attach Vault button; Then the engine automatically attaches all documents tagged “Blueprint” or “Specification” linked to that project
Configurable Rule Enforcement for Subcontractor Projects
Given the user has defined a rule to exclude documents tagged “Permit” for subcontractor bids; When Auto Attach Vault runs on a subcontractor quote; Then no “Permit” documents are attached to the quote
Metadata-Based Version Prioritization
Given multiple versions of the same document exist in the project vault; When Auto Attach Vault selects documents for a quote; Then only the latest version—determined by the highest version number or most recent upload date—is attached
User Override of Auto-Attached Documents
Given Auto Attach Vault pre-selects a set of documents; When the user removes one of the auto-attached files and adds a different document manually; Then the final list of attachments reflects exactly the user’s additions and removals
No Relevant Documents Found Notification
Given the engine finds no documents matching the quote’s project type, bid scope, or configured rules; When Auto Attach Vault completes its search; Then the system displays a warning “No relevant documents found” and prompts the user to select files manually
Bulk Attach Execution
"As a project manager, I want to attach dozens of documents at once so that I can complete bid preparation quickly without waiting on individual uploads."
Description

Create a bulk processing module that compiles and attaches multiple documents to a quote in a single operation with progress tracking and retry capabilities. The module should support batch size limits, parallel uploads, and fallback mechanisms for temporary errors. This will speed up the attachment workflow for large projects and provide users with real-time feedback on upload status.

Acceptance Criteria
Bulk Attachment with Mixed Document Types
Given the user selects a combination of blueprints, specification sheets, and permits When the user clicks the 'Attach All' button Then the system compiles and attaches all selected documents to the quote without requiring individual selection and confirms success within 10 seconds
Progress Tracking Display
Given a bulk attachment process is initiated for multiple documents When the upload is in progress Then a real-time progress bar displays the number of files uploaded versus total files, updating at least once per second
Parallel Upload Handling
Given a configured batch size limit and parallel upload setting of up to 5 concurrent uploads When the user starts the bulk attach operation Then the system uploads up to 5 files simultaneously, queues remaining files, and ensures no more than 5 active uploads at any time
Retry Mechanism on Temporary Failures
Given a temporary network or server error occurs during file upload When an upload fails Then the system automatically retries the upload up to 3 times with exponential backoff before marking it as failed
Fallback to Individual Attachment
Given a document fails bulk attachment after all retry attempts When bulk retry attempts are exhausted for that document Then the system switches to individual attachment mode for remaining documents and logs detailed error information for the failed document in the notification center
Preview & Confirmation UI
"As a user, I want to preview and confirm which documents will be attached to the quote so that I can ensure accuracy and completeness before submission."
Description

Design and integrate a user interface component that displays the list of documents selected for attachment, including thumbnails or file details, and allows users to review, reorder, or remove items before finalizing the attach action. Upon confirmation, the UI should provide status updates and receipt of successful attachments. This will empower users to validate attachments and minimize accidental omissions.

Acceptance Criteria
Document List Display
Given the user has selected documents to attach When the preview UI opens Then each document is displayed with a thumbnail, file name, file size, and upload status icon.
Reordering Documents
Given multiple documents in the preview list When the user drags a document entry up or down Then the document order updates immediately and persists after attachment.
Removing a Document
Given documents are listed in the preview UI When the user clicks the remove icon on a document Then the document is removed from the list and the total document count decreases accordingly.
Attachment Confirmation
Given the user confirms attachments When the attach action is initiated Then a progress indicator displays for each document and a success message appears for each successfully attached file.
Error Handling on Attachment Failure
Given an attachment fails When the attach action completes Then the UI displays an error message for the failed document and offers options to retry or remove it.
Error Handling & Logging
"As a developer, I want detailed logs and clear error messages for attachment failures so that I can quickly identify and resolve issues with the auto-attach feature."
Description

Implement robust error detection, retry logic, and centralized logging for the auto-attach process. The system should capture failures at each stage—retrieval, matching, upload—and surface actionable error messages to users and administrators. Logs must be stored in a searchable format for troubleshooting and audit compliance. This will improve reliability, diagnose issues faster, and maintain transparency.

Acceptance Criteria
Document Retrieval Failure Handling
Given the vault service is unavailable when a user initiates the auto-attach process, then the system retries retrieval up to 3 times at 5-second intervals; In case of continued failure, the system logs an error entry containing timestamp, project ID, and error code; The user receives an in-app notification stating "Unable to retrieve documents from the vault, please try again later."
Document Matching Accuracy
Given the project vault contains various document types, when the auto-attach process is executed, then the system correctly identifies and attaches the blueprint, spec sheet, and permit documents based on metadata matching with 100% accuracy; No unrelated documents are included in the quote attachments.
Document Upload Retry Logic
Given a network failure occurs during document upload, when the auto-attach process uploads attachments, then the system retries the upload automatically up to 2 times with exponential backoff; If uploads still fail, the system logs the failure with details and marks the upload status as failed in the dashboard.
Error Message Display to Users
Given any stage of the auto-attach process fails, when an error occurs, then the user interface displays an actionable error message specifying the document type, stage of failure, and recommended next steps; The message is displayed within 3 seconds of detecting the error.
Centralized Log Searchability
Given the centralized logging system, when an administrator queries error logs, then they can filter results by date range, project ID, and error code; The system returns matching log entries within 2 seconds in a searchable, exportable format.

Dynamic Pricing Tuner

Provides an in-line pricing adjustment slider with real-time cost calculations and markup suggestions, allowing users to fine-tune quotes on the fly for maximum competitiveness and profitability.

Requirements

Inline Pricing Slider
"As a subcontractor, I want to adjust my bid pricing with a slider so that I can quickly find the optimal price without manually recalculating costs."
Description

Integrate a user-friendly slider component directly within the bid pricing table that allows users to adjust pricing variables (e.g., base cost, labor, markup) in real-time. The slider updates the bid's total cost dynamically, providing visual feedback on how adjustments impact the final quote. It enhances efficiency by eliminating manual input and recalculations, ensuring quick, precise pricing decisions within the existing BidSwift dashboard.

Acceptance Criteria
Base Cost Adjustment Impact
Given the user moves the base cost slider value When the slider value updates Then the total bid cost recalculates immediately and displays the new total accurate to two decimal places
Labor Cost Tuning
Given the user adjusts the labor cost slider When the slider position changes Then the bid’s labor cost field updates in real time and the total bid cost reflects this change without page reload
Markup Percentage Slider Interaction
Given the user uses the markup percentage slider When the slider level is set Then the system applies the selected markup percentage to the subtotal and updates the total bid cost dynamically
Visual Feedback Response Time
Given the user adjusts any pricing slider When a slider change occurs Then the updated total cost and a change animation appear within 200 milliseconds to confirm the adjustment
Slider Boundary Conditions
Given the user drags the slider beyond its defined min or max When the slider hits its boundary Then it stops at the limit and the system displays the boundary value without error
Real-Time Cost Calculation Engine
"As a general contractor, I want to see updated total costs immediately when adjusting pricing factors so that I can present accurate quotes without delay."
Description

Develop a calculation engine that processes changes to cost inputs instantly and recalculates the total bid value as sliders are adjusted. The engine must aggregate base materials, labor, overhead, and markup values, ensuring accuracy and consistency with existing cost databases. This integration ensures that users see up-to-the-second pricing results, improving decision-making and reducing errors.

Acceptance Criteria
Adjusting Material Cost Slider
Given the user moves the material cost slider, When the slider value changes, Then the total bid value updates within 200ms and the cost breakdown reflects the new material cost along with recalculated overhead and markup values.
Simultaneous Labor and Overhead Modification
Given the user adjusts the labor and overhead sliders in quick succession, When each slider adjustment is made, Then the engine recalculates the total bid value correctly for each adjustment without displaying any intermediate incorrect values.
Database Cost Sync Verification
Given the underlying cost database has been updated, When the user adjusts any cost input slider, Then the engine uses the latest database rates for calculations and displays results that match database values within a 0.01% tolerance.
Markup Suggestion Accuracy
Given default markup suggestions are displayed, When the user changes cost inputs via sliders, Then the markup suggestion updates dynamically based on the predefined profitability model and flags any margin falling below the minimum threshold.
High Volume Adjustments Stress Test
Given a continuous stream of 100 slider adjustments per minute in a stress test, When adjustments occur, Then each recalculation completes within 500ms, with no errors or missed updates and consistent total bid values.
Markup Recommendation System
"As a lean team member, I want markup suggestions based on past performance and market benchmarks so that I can set profitable and competitive margins with confidence."
Description

Implement an algorithm that analyzes project data (industry standards, past bids, risk factors) to suggest optimal markup rates. Suggestions appear alongside the slider, with contextual tooltips explaining rationale. This system guides users toward competitive yet profitable pricing, integrating historical bid analytics stored in BidSwift.

Acceptance Criteria
Markup Suggestions Visibility
Given the user opens the Dynamic Pricing Tuner slider and project data is fully loaded, when the suggestion algorithm completes, then an optimal markup rate appears alongside the slider with a visible tooltip icon.
Tooltip Explanation Accessibility
Given the user hovers over the markup suggestion tooltip icon, then a contextual tooltip expands displaying the rationale based on industry standards, past bids, and risk factors.
Real-Time Suggestion Update
Given the user adjusts the pricing slider or modifies project parameters, when input changes are detected, then the markup suggestion recalculates and updates on-screen within one second.
Historical Data Integration
Given historical bid records exist for the selected project type, when generating markup suggestions, then the algorithm incorporates average and variance from past bids and reflects them in the recommendation.
Industry Benchmark Compliance
Given the project’s industry category is selected, when computing the markup recommendation, then the suggested rate falls within ±10% of the current industry standard for that category.
Fallback for Insufficient Data
Given required project data is incomplete or fails validation, when the algorithm cannot compute an optimal markup, then a default safe markup rate is suggested and a warning message is displayed.
Dynamic Visual Feedback
"As a user adjusting my quote, I want visual feedback on margin health so that I can instantly recognize if my pricing is too low or high."
Description

Provide visual indicators—such as color-coded highlights, incremental animation, and warning icons—on the pricing slider and cost summary. Green signifies profitable margins, red indicates below-threshold margins. Visual cues enhance user awareness of pricing implications and signal when the bid may be uncompetitive or at risk.

Acceptance Criteria
Profitable Margin Highlight
Given the user adjusts the pricing slider resulting in a margin equal to or above the predefined minimum threshold, When the slider value changes, Then the slider track and cost summary text are highlighted in green.
Below-Threshold Margin Alert
Given the user adjusts the pricing slider resulting in a margin below the warning threshold, When the slider value changes, Then the slider track and cost summary text are highlighted in red.
Warning Icon Activation
Given the calculated margin falls below the warning threshold, When the margin crosses below the threshold, Then a warning icon appears adjacent to the slider and remains visible until the margin returns above the threshold.
Slider Animation Feedback
When the user drags the pricing slider, Then the color highlight transitions smoothly between states within 200 milliseconds of the value change.
Real-Time Cost Summary Update
When the user adjusts the pricing slider, Then the cost summary recalculates and displays the updated total cost and margin instantly without requiring a page reload.
Pricing Presets and Restoration
"As a subcontractor, I want to save and restore my favorite pricing configurations so that I can compare different bid strategies without re-entering data."
Description

Enable users to save multiple custom pricing configurations (presets) and quickly apply or restore them. Presets include slider positions, markup rates, and calculated totals. This feature helps users experiment with different scenarios without losing prior configurations, improving workflow efficiency.

Acceptance Criteria
Saving a New Pricing Preset
Given a user has adjusted the pricing slider and markup rate, when the user clicks the “Save Preset” button and provides a preset name, then the system saves the configuration and displays it in the presets list with the correct slider positions, markup rates, and totals.
Applying an Existing Preset
Given a user has multiple saved presets, when the user selects a preset from the list, then the system restores the slider positions, markup rate, and total values to match the selected preset and updates the quote view in real time.
Overwriting an Existing Preset
Given a user selects an existing preset and modifies the pricing settings, when the user clicks “Save Preset” and confirms overwrite, then the system replaces the old preset configuration with the new values and confirms successful update.
Deleting a Pricing Preset
Given a user views the presets list, when the user clicks the delete icon next to a preset and confirms deletion, then the system removes the preset from the list and displays a confirmation message.
Restoring Default Configuration
Given a user is editing a quote without selecting any saved preset, when the user clicks “Restore Default” then the system resets slider positions, markup rates, and total calculations to the original default values.

Instant Preview Snapshot

Generates a real-time, interactive preview of the final bid package—cover letter, attachments, and pricing breakdown—so users can verify accuracy before sending without leaving the quicklink interface.

Requirements

Real-Time Preview Rendering
"As a project estimator, I want to see an immediate visual preview of the entire bid package so that I can confirm all details are correct without navigating away from the quicklink interface."
Description

The system must render the complete bid package—including cover letter, attachments, and pricing breakdown—in real-time within the quicklink interface. This rendering engine should update instantly as users make edits, ensuring an accurate representation of the final document. It should support dynamic content loading, styling consistency with the final output, and handle complex formatting to give users confidence before sending.

Acceptance Criteria
Live Cover Letter Editing
Given the user modifies the cover letter text in the quicklink editor, when the user stops typing for 300ms, then the preview pane updates the cover letter text within 500ms reflecting the latest changes.
Attachment Inclusion
Given the user attaches a PDF, image, or DOCX file, when the file upload completes, then the preview shows the attachment name and icon within 1 second without manual refresh.
Pricing Breakdown Synchronization
Given the user updates line item prices or quantities in the bid form, when the update is confirmed, then the pricing table in the preview reflects the new values and recalculated totals within 1 second, matching the form data.
Styling Consistency Verification
Given the user applies formatting (fonts, colors, headings) to the cover letter or bid items, when the formatting is applied, then the preview displays identical styling (font family, size, color, spacing) as the final PDF output.
Complex Content Formatting
Given the bid package includes tables, images, and dynamic fields (e.g., client name, date), when rendering, then the preview displays all elements correctly aligned, with no overlap or truncation, maintaining the layout within acceptable thresholds.
Interactive Component Synchronization
"As a bid manager, I want to interact with specific components in the preview, such as expanding attachment thumbnails and reviewing pricing breakdowns inline, so that I can validate each section thoroughly before submission."
Description

The preview snapshot must allow interactive interaction with individual elements, such as expandable attachments and collapsible pricing line items. Any interaction—like opening an attachment or adjusting line item details—should reflect accurately in the preview and update the underlying data model. This ensures that users can inspect specific sections in detail and trust that their actions are synchronized with the final package.

Acceptance Criteria
Expand Attachment View
Given the user clicks on an attachment icon in the preview snapshot When the attachment is expanded Then the attachment content displays inline within the preview snapshot And the underlying data model flags the attachment as "viewed"
Collapse Pricing Line Item
Given a pricing line item is currently expanded in the preview When the user clicks the collapse icon Then the line item collapses to its summary view And the data model updates the item state to "collapsed"
Edit Line Item Details
Given the user adjusts quantity or unit price within an expanded line item When the user saves the changes Then the preview displays the updated quantity and price And the underlying data model stores the new values
Synchronize Data Model after Interaction
Given any user interaction (expand/collapse/edit) in the preview When the interaction completes Then the underlying data model timestamp updates to match the interaction time And the data model state aligns exactly with the preview snapshot
Real-Time Feedback for Interactions
Given the user triggers an interaction in the preview When the interaction occurs Then the preview UI updates within 200ms And there are no discrepancies between the UI state and the underlying data model
Template-Based Styling Consistency
"As a marketing coordinator, I want the preview to reflect the final document’s branding and layout so that I can ensure our bids maintain a professional and consistent appearance."
Description

The preview snapshot should apply the bid package’s final styling templates, including fonts, color schemes, headers, footers, and branding elements. It must accurately mirror the layout and design of the sent document to prevent formatting discrepancies. This requirement ensures that the preview aligns with company standards and client expectations.

Acceptance Criteria
Applying Final Styling Templates
Given a bid package with an approved style template including fonts, color schemes, headers, footers, and branding elements, when the user generates an instant preview snapshot, then the snapshot must display all styling elements (font family, size, color codes, header and footer content, logos) exactly as defined in the template.
Maintaining Layout Structure
When the preview snapshot is generated, then all content sections (cover letter, attachments, pricing breakdown) must adhere to the layout metrics (margins, padding, alignment, section breaks) within a 2px tolerance of the final sent document.
Rendering Dynamic Content
Given dynamic placeholders for project name, client name, dates, and pricing tables in the bid package, when the snapshot is generated, then each placeholder is replaced with the correct data and formatted (font style, size, color, alignment) per the style template.
Ensuring Cross-Browser Style Consistency
When the preview snapshot is viewed in Chrome, Firefox, and Edge desktop browsers, then the visual styling (fonts render, color schemes display, spacing and layout) must match the reference final document with no detectable discrepancies.
Displaying Page Headers and Footers Correctly
Given a multi-page bid package, when the preview snapshot is generated, then each page displays the correct header and footer content in the designated template areas and does not overlap or truncate main content.
Real-Time Validation and Alert System
"As a contract administrator, I want the preview to alert me to missing information or discrepancies in attachments and pricing so that I can address issues before sending the bid."
Description

Implement real-time validation checks within the preview to detect missing fields, incorrect attachments, or pricing anomalies. The system should highlight errors directly in the preview view and provide actionable alerts or suggestions to resolve issues. This proactive error management prevents incomplete or incorrect bid submissions.

Acceptance Criteria
Missing Field Detection in Bid Preview
Given a bid preview with one or more mandatory fields left blank, when the real-time validation runs, then each missing field is highlighted with a red border and a tooltip explaining the requirement.
Incorrect Attachment Alert During Preview
Given an uploaded attachment with an unsupported file type or missing mandatory document, when validation executes, then an inline alert is displayed specifying the incorrect or missing attachment and suggests acceptable file types or required documents.
Pricing Anomaly Identification in Real-Time
Given line-item pricing entries that exceed predefined budget thresholds or fail sum-of-parts calculations, when the user previews the bid, then a pricing anomaly banner appears listing the flagged items with details of the detected discrepancy.
Interactive Resolution Suggestion Display
Given detected validation errors, when the user clicks on an error highlight, then a contextual suggestion panel opens offering specific corrective actions and, upon selection, automatically applies the recommended change.
Validation Performance Under High-Load Conditions
Given a bid package containing up to 100 attachments and 50 line items, when the real-time validation is triggered, then all checks complete and highlight results within 2 seconds without UI lag.
Export and Sharing Integration
"As a team leader, I want to export the preview as a PDF or share a secure link with stakeholders so that I can gather feedback and approvals without leaving the BidSwift platform."
Description

Enable users to export the interactive preview as a PDF or share a secure link directly from the quicklink interface. The exported document must preserve all formatting and include interactive elements where possible (e.g., clickable table of contents). Integrate with sharing platforms (email, Slack) to streamline collaboration and feedback gathering before final submission.

Acceptance Criteria
Export Preview as PDF
Given a user has generated an interactive preview in the quicklink interface, when the user selects 'Export as PDF', then the system generates and downloads a PDF that matches the on-screen preview including all text, images, and layout without loss of content or formatting.
Clickable Table of Contents in PDF
Given the preview contains multiple sections, when the PDF is exported, then the PDF's table of contents contains working links that navigate to the corresponding sections within the document.
Secure Share Link Generation
Given a user views an interactive preview, when the user selects 'Share Secure Link', then the system generates a unique URL with an access token that can be accessed only by invited recipients within 7 days.
Email Integration for Sharing Preview
Given a user has a secure share link, when the user chooses 'Share via Email' and enters one or more email addresses, then the system opens a draft email with the link embedded, pre-fills the subject and body as per template, and queues the email for sending.
Slack Integration for Sharing Preview
Given a user has a secure share link, when the user selects 'Share via Slack' and chooses a Slack channel or user from the interface, then the system posts a message to the selected channel or user containing the link and an optional custom message.

Scheduled Dispatch

Enables users to choose an optimal send time or recurring schedule for one-click bids, ensuring submissions hit inboxes when decision-makers are most likely to engage.

Requirements

One-off Dispatch Schedule
"As a contractor, I want to pick a specific date and time to dispatch my bid so that it arrives in recipients’ inboxes at peak engagement hours."
Description

Provide users with a calendar and timepicker interface that allows selecting a specific date and time for a one-click bid to be sent. The feature should integrate seamlessly into the bid creation workflow, offering an intuitive UI with validations for past dates and bid deadlines. Users benefit by choosing optimal send times without manual reminders, improving engagement with decision-makers.

Acceptance Criteria
Scheduling a Bid for a Future Date
Given a user selects a valid future date and time in the calendar and timepicker, when they click “Schedule,” then the system displays a confirmation message and the bid appears in the scheduled dispatch list with the correct date and time.
Preventing Scheduling in the Past
Given the datepicker is open, when a user attempts to select a past date or time, then the schedule button is disabled and an inline error message ‘Cannot select past dates’ is displayed.
Enforcing Bid Deadline Constraints
Given a bid has a defined submission deadline, when a user selects a send time after that deadline, then the system prevents scheduling and shows an error ‘Send time must be before bid deadline.’
Integration into Bid Creation Workflow
Given a user is on the final step of bid creation, when they access the dispatch options, then the calendar and timepicker interface loads inline without page reload, and saving the schedule persists the send time in the bid details.
Time Zone Consistency
Given a user is in any supported time zone, when they select a send time, then the interface displays times in their local time zone and the backend stores the timestamp in UTC correctly.
Schedule Confirmation Notification
Given a bid is successfully scheduled, when the schedule is saved, then the user receives an in-app notification confirming the date and time of dispatch.
Recurring Dispatch Setup
"As a busy subcontractor, I want to set my bid to send on a recurring schedule so that I can automate follow-ups without logging in each time."
Description

Enable users to configure a recurring send schedule (daily, weekly, monthly) for automated bid dispatches. The requirement includes UI components to define recurrence patterns, end dates, and exceptions, as well as backend scheduling logic to queue and send bids on the defined cadence. This functionality reduces manual effort for repeat submissions and maintains consistent follow-up.

Acceptance Criteria
Daily Recurrence Configuration
Given the user opens the Recurring Dispatch Setup and selects “Daily” recurrence at 09:00 with end date 2025-06-30 When the user clicks Save Then the system creates a schedule with frequency “Daily”, time “09:00”, and end date “2025-06-30”; and displays a success confirmation
Weekly Recurrence with End Date
Given the user selects “Weekly” recurrence on Mondays and Wednesdays at 14:00 and sets end date to 2025-07-15 When the user saves the schedule Then the system schedules dispatches every Monday and Wednesday at 14:00 until 2025-07-15; and shows the recurrence summary on the dashboard
Monthly Recurrence on Specific Day
Given the user chooses “Monthly” recurrence on the 15th of each month at 10:30 When the user confirms and saves Then a monthly schedule is created for day 15 at 10:30 with no end date; and the next dispatch date is displayed correctly
Recurrence Without End Date
Given the user selects any recurrence pattern and leaves the end date blank When the user saves the configuration Then the system treats the schedule as infinite, continues dispatching according to pattern without end; and indicates “No End Date” in the schedule summary
Add Exception Dates to Recurrence Pattern
Given an existing recurrence schedule and the user adds exception dates (e.g., 2025-06-10 and 2025-06-20) When the user saves the updated schedule Then dispatches do not occur on the specified exception dates; and the exception dates are listed in the schedule details
Timezone-Aware Scheduling
"As a project manager working across regions, I want my bids to be sent at the right local time so that stakeholders receive them during their working hours."
Description

Implement timezone detection and selection so that users can schedule sends based on their recipient’s local time. The system should automatically convert scheduled times to recipient timezones and display both sender and recipient times in the UI. This ensures that bids are delivered during optimal business hours across regions.

Acceptance Criteria
Detect and Display Recipient Timezone
Given a recipient email is entered, when the scheduling modal loads, then the system auto-detects and displays the recipient’s timezone next to the send-time input field.
Automatic Time Conversion in Schedule Setup
Given a send time selected in the sender’s timezone, when the schedule is saved, then the system converts and stores the equivalent UTC and recipient local time correctly.
Dual Time Display on Confirmation Screen
When the user reviews the scheduled dispatch confirmation, then the UI shows both the sender’s chosen time and the converted recipient local time.
Recurring Schedule Across Timezones
Given a recurring schedule set at a specific local time for the recipient, when the system triggers each dispatch, then it sends at the correct local time daily, accounting for daylight saving changes.
Send Dispatch at Recipient Local Business Hours
Given defined business hours for the recipient’s timezone, when a send time falls outside that window, then the system delays dispatch until the next valid business hour block.
Schedule Conflict Detection
"As a site supervisor, I want to be alerted if my scheduled send conflicts with the bid deadline so that I can avoid late submissions."
Description

Introduce validation logic to detect conflicts between scheduled dispatch times and bid deadlines or other scheduled sends. The system should warn users if a chosen schedule may miss a deadline or overlap with another send, offering options to adjust times. This prevents missed opportunities and scheduling errors.

Acceptance Criteria
Overlapping Dispatch Detection
Given a user schedules a dispatch at a time that overlaps with an existing scheduled dispatch for the same bid, When the user saves the schedule, Then the system displays a conflict warning and suggests available time slots.
Deadline Conflict Detection
Given a user schedules a dispatch after the bid deadline, When the user confirms the schedule, Then the system displays an error stating the dispatch will miss the deadline and prevents saving until adjusted.
Recurring Schedule Conflict Resolution
Given a user sets up a recurring dispatch that conflicts with another recurring event, When the user reviews the schedule, Then the system highlights the conflicting occurrences and allows the user to skip or reschedule individual instances.
Automatic Adjustment Suggestions
Given a conflict is detected, When the user views the conflict details, Then the system offers at least three alternative times before the deadline with no overlaps.
Past Time Scheduling Prevention
Given a user attempts to schedule a dispatch in the past, When the user submits the schedule, Then the system rejects the entry with an error indicating the time is invalid.
Scheduled Dispatch Dashboard
"As an operations lead, I want to see and manage all my scheduled dispatches on a single dashboard so that I can track upcoming sends and their outcomes."
Description

Extend the real-time dashboard to display all scheduled dispatches, including next send time, status (pending, sent, failed), and history of past sends. Users can filter, sort, and search scheduled items to monitor and manage upcoming bid dispatches in one centralized view.

Acceptance Criteria
Viewing Scheduled Dispatches Summary
Given a user accesses the Scheduled Dispatch Dashboard When the dashboard loads Then the user sees a table listing all scheduled dispatches with columns for bid name, next send date/time, current status (pending/sent/failed) and number of past sends
Filtering Scheduled Dispatches
Given a list of scheduled dispatches exists When the user applies a filter by status or by send date range Then only dispatch items matching the filter appear in the dashboard
Sorting Scheduled Dispatches
Given the dashboard displays scheduled dispatches When the user clicks on a column header (next send time, status, or bid name) Then the list is sorted ascending or descending based on that column
Searching Scheduled Dispatches
Given the user enters a search term matching bid name or recipient in the search field When the user submits the search Then only dispatches containing the term in the bid name or recipient fields are displayed
Viewing Dispatch History Details
Given a scheduled dispatch entry exists When the user selects the entry’s history view Then the dashboard shows a chronological list of past send times and statuses for that dispatch
Manual Override and Edit
"As a bidding coordinator, I want to modify or cancel a scheduled send if project details change so that I maintain accuracy and control."
Description

Allow users to edit or cancel pending scheduled dispatches directly from the dashboard. The feature should provide editing capabilities for timing parameters and an immediate cancel option, with confirmation dialogues to prevent accidental changes. This flexibility ensures users can react to last-minute changes or correct errors.

Acceptance Criteria
Edit Scheduled Dispatch Timing
Given a pending scheduled dispatch exists When the user clicks the “Edit” button for that dispatch Then the timing parameters (date, time, recurrence) become editable and the “Save” button is enabled
Persist Updated Dispatch Parameters
Given the user has modified timing parameters and clicks “Save” When the system processes the update Then the dashboard reflects the new schedule and displays a success message
Cancel Pending Scheduled Dispatch
Given a pending scheduled dispatch exists When the user clicks the “Cancel” button for that dispatch Then a confirmation dialog appears with “Yes, Cancel” and “No, Keep It” options
Confirm Cancellation of Scheduled Dispatch
Given the confirmation dialog is displayed When the user selects “Yes, Cancel” Then the scheduled dispatch is removed from the pending list and a cancellation success message is shown
Abort Cancellation of Scheduled Dispatch
Given the confirmation dialog is displayed When the user selects “No, Keep It” Then the dialog closes and the scheduled dispatch remains unchanged

Submission Analytics

Offers immediate feedback on delivery status, open rates, and recipient engagement metrics right after sending, empowering teams to follow up strategically and improve future bid performance.

Requirements

Delivery Status Dashboard
"As a bid manager, I want to see the real-time delivery status of all my submissions so that I can quickly identify and resolve any delivery issues and ensure bids are received on time."
Description

Provide a unified dashboard displaying real-time delivery status of all bid submissions, indicating successful deliveries, pending sends, and failures, integrated seamlessly into the BidSwift interface to enable teams to quickly identify and address delivery issues and ensure all bids reach recipients on time.

Acceptance Criteria
View real-time delivery status for recent submissions
Given a user has sent bid documents to multiple recipients, When the user navigates to the Delivery Status Dashboard, Then the dashboard displays each submission’s status as Delivered, Pending, or Failed, and updates statuses within 10 seconds of submission.
Highlight failed deliveries for follow-up
Given a submission fails due to email bounce or network error, When the dashboard refreshes, Then the failed delivery entry is highlighted in red with an associated error code and an option to retry sending.
Filter submissions by status
Given a list of bid submissions exists, When the user applies a status filter (Delivered, Pending, or Failed), Then only submissions matching the selected status are displayed in the dashboard.
Receive notification on delivery failures
Given a submission failure occurs, When the failure is detected, Then the user receives an in-app notification within 1 minute indicating which submission failed and why.
Retrieve historical delivery data
Given the user selects a date range up to the last 30 days, When the date filter is applied, Then the dashboard displays the count and statuses of submissions sent within that range, accurate to the selected dates.
Open Rate Tracker
"As a contractor, I want to know how many recipients have opened my bid emails so that I can gauge interest and plan targeted follow-ups."
Description

Implement a module to calculate and display the open rate of bid emails, presenting metrics such as total opens, unique opens, and open rate percentage, enabling users to assess recipient interest and inform follow-up strategies.

Acceptance Criteria
Initial Open Rate Display
Given a bid email has been sent to 10 recipients and 4 unique recipients have opened it within 24 hours, When the user views the Open Rate Tracker module, Then the system displays Total Opens = 6, Unique Opens = 4, and Open Rate % = 40.0%.
Subsequent Opens Handling
Given a recipient opens the same email three times and another recipient opens it once, When tracking open events, Then Total Opens increments to 4 and Unique Opens increments to 2, and the open rate percentage is updated accordingly.
Real-Time Dashboard Update
Given the user has the dashboard open, When a new open event is recorded, Then the Open Rate Tracker metrics refresh within 5 seconds without requiring a page reload.
Filter by Date Range
Given the user applies a start and end date filter to the tracker, When the filter is set, Then the system recalculates and displays Total Opens, Unique Opens, and Open Rate % only for opens within the specified date range.
No Opens Scenario
Given no recipients have opened the email within the specified tracking period, When the user checks the Open Rate Tracker, Then the system displays Total Opens = 0, Unique Opens = 0, and Open Rate % = 0%.
Engagement Timeline Visualization
"As a subcontractor, I want to view a timeline of when recipients interact with my bid emails so that I can identify optimal follow-up windows and tailor communication efforts."
Description

Display a chronological timeline that shows when recipients engage with bid emails, including timestamps for first open, repeat opens, and link clicks, allowing teams to understand engagement patterns and optimize send times.

Acceptance Criteria
First Email Open Recording
Given a sent bid email, when the recipient opens the email for the first time, then the system records the timestamp of the first open and displays it in the timeline.
Multiple Opens Aggregation
Given a sent bid email, when the recipient opens the email multiple times, then the system logs each open event with distinct timestamps and aggregates them in chronological order on the timeline.
Link Click Activity Logging
Given a sent bid email contains at least one tracked link, when the recipient clicks any link, then the system captures the click event's timestamp and associates it with the correct email in the timeline view.
Chronological Timeline Display
Given recorded open and click events for an email, when viewing the engagement timeline, then events are displayed in strict chronological order with clear labels for open and click events.
Timeline Data Export
Given an engagement timeline with recorded events, when exporting timeline data, then the exported file includes all open and click timestamps in chronological order with corresponding event types.
Automated Follow-up Suggestions
"As a busy estimator, I want automated suggestions for when and how to follow up on my bid submissions so that I can maximize engagement without manually analyzing metrics."
Description

Generate AI-driven follow-up recommendations based on engagement metrics, suggesting the best times and messaging for follow-up emails, integrated with BidSwift's email module to allow one-click scheduling of follow-ups.

Acceptance Criteria
Repeated Email Opens Without Response
Given a bid email has been opened at least three times by the recipient within 24 hours and no reply has been received, When the user accesses the analytics dashboard, Then the system generates a follow-up recommendation suggesting a personalized message to be sent within 4 hours.
Low Open Rate Identification
Given a bid email sent to multiple recipients has an open rate below 20% after 48 hours, When the user reviews the email analytics, Then the system recommends resending the email with an adjusted subject line by the next business day.
No Response Post Deadline Reminder
Given a bid invitation is 24 hours away from the response deadline and no engagement is recorded, When the system reaches the 24-hour threshold, Then it schedules an automated reminder follow-up email for the user to send immediately.
High-Priority Client Engagement Boost
Given a high-priority client has opened the bid email but not replied within 6 hours, When the user marks the client as high-priority in the dashboard, Then the system suggests a same-day follow-up with a recommended call script.
User-Adjusted Follow-up Timing
Given the user customizes follow-up timing preferences in settings, When engagement thresholds are met, Then the system schedules follow-up suggestions according to the user-defined time intervals.
Push Notification Alerts
"As a project lead, I want to receive real-time alerts on mobile for important submission events so that I can take prompt action when issues or opportunities arise."
Description

Enable configurable push notifications for key submission events such as delivery failures, high engagement spikes, or unchanged unopened emails past a threshold, ensuring users are immediately notified of critical bid submission updates.

Acceptance Criteria
Delivery Failure Alert Configuration
Given a bid submission email fails to deliver, when the system detects the failure, then a push notification is sent to the user’s device within one minute.
High Engagement Spike Notification
Given recipient open rates exceed the defined engagement threshold within a 24-hour window, when the threshold is reached, then a push notification detailing the spike is delivered immediately.
Unopened Email Threshold Alert
Given a submission email remains unopened past the user-configured time threshold, when the threshold lapses, then a push notification reminder is sent automatically.
Notification Preferences Management
Given a user updates notification event toggles or threshold values in settings, when changes are saved, then the system applies the new configuration for all subsequent events and confirms success with an on-screen message.
Notification Delivery Confirmation
Given the system sends a push notification, when the notification is received by the device, then the device sends an acknowledgment back to the server within 30 seconds; if no acknowledgment is received, the system retries up to two times.

SpecSnap

Automatically scans uploaded blueprints to extract key specifications—materials, structural details, and callouts—into organized fields. By transforming complex plans into structured data, SpecSnap eliminates manual data entry, accelerates bid preparation, and ensures accuracy in scope definition.

Requirements

High-Resolution Blueprint Upload
"As a project manager, I want to upload various blueprint file types reliably so that I can ensure all plan details are captured accurately for specification extraction."
Description

Enable users to upload high-resolution blueprint files in formats such as PDF, DWG, and TIFF, with automated file integrity validation and pre-upload optimization. This functionality ensures that complex architectural and engineering plans maintain clarity for accurate extraction, reduces failed uploads due to file size or format issues, and integrates seamlessly into the BidSwift dashboard upload workflow.

Acceptance Criteria
Valid File Format Upload
Given a user selects a blueprint file in PDF, DWG, or TIFF format When the user clicks the upload button Then the system accepts the file without error and displays it in the upload queue
Unsupported File Format Handling
Given a user selects a file that is not in PDF, DWG, or TIFF format When the user attempts to upload Then the system rejects the file and displays an error message indicating the file format is unsupported
High-Resolution File Integrity Validation
Given a user uploads a high-resolution blueprint file When the upload completes Then the system verifies file integrity using checksum validation and confirms no corruption
Pre-Upload Optimization for Large Files
Given a user uploads a blueprint file larger than 50MB When the system detects the file size Then the system automatically performs lossless compression or optimization and proceeds with the upload without user intervention
Dashboard Upload Workflow Integration
Given a successful upload of a validated blueprint file When the upload process finishes Then the blueprint is immediately visible in the BidSwift dashboard with an “Uploaded” status and a link to view or process in SpecSnap
Automated Specification Extraction Engine
"As an estimator, I want the system to automatically extract specifications from blueprints so that I can quickly generate accurate bid data without manual transcription."
Description

Implement an OCR and machine learning-powered engine that scans uploaded blueprints to identify and extract key specifications including materials, structural elements, dimensions, and callouts. The engine should classify extracted data into predefined fields, handle diverse blueprint styles, and provide confidence scoring for each extracted element to streamline bid preparation and minimize manual entry.

Acceptance Criteria
Standard Blueprint Upload
Given a user uploads a clear PDF blueprint, When the engine processes the file, Then all key specifications (materials, structural elements, dimensions, callouts) are extracted into their respective predefined fields with a confidence score >= 0.9
Diverse Blueprint Format Handling
Given blueprints in various formats (PDF, TIFF, JPEG) and resolutions, When processed by the engine, Then the system correctly extracts all key specifications and maps them to fields with no more than 5% extraction errors across 100 samples
Low Confidence Score Flagging
Given an extracted element with confidence score < 0.6, When extraction is complete, Then the element is flagged in the UI and users can review and correct it manually before finalizing the bid
Specification Classification Accuracy
Given extracted data elements, When classified by the engine, Then at least 95% of materials, dimensions, structural elements, and callouts are correctly categorized according to predefined taxonomy
Batch Processing Performance
Given a batch of 50 blueprints uploaded simultaneously, When processed by the engine, Then the extraction completes within 2 minutes and maintains extraction accuracy >= 90% for all specifications
Error Handling for Corrupted Files
Given a corrupted or unreadable blueprint file, When the engine attempts extraction, Then the system logs an error, notifies the user of the issue, and skips to the next file without crashing
User Feedback Loop Integration
Given a manual correction made by the user on an extracted element, When submitted, Then the engine logs the correction and updates its ML model data store for future training
Interactive Data Correction Interface
"As a subcontractor, I want to correct any extraction errors directly within the interface so that the final data reflects the actual plan requirements."
Description

Provide an intuitive interface where users can review extracted specifications side-by-side with blueprint previews, make corrections or annotations to misidentified data, and flag elements for reprocessing. Changes should update the structured data in real time, ensuring high accuracy and giving users control over the final specification set.

Acceptance Criteria
Specification Data Review Mode
Given a blueprint is uploaded and its extracted specifications are displayed side-by-side with blueprint previews; When the user edits a misidentified specification field; Then the structured data updates immediately to reflect the user’s input and highlights the change.
Annotation of Misidentified Elements
When the user selects an element on the blueprint preview and flags it as incorrectly extracted; Then the system tags the element for reprocessing, logs the flag in the change history, and displays a confirmation message within two seconds.
Bulk Correction Workflow
Given multiple specification fields are flagged for correction; When the user applies a bulk correction action for a common error type; Then the interface updates all selected fields accordingly, refreshes the data view, and records each change in the audit log.
Undo/Redo Correction Actions
When the user performs a correction action and then clicks 'Undo'; Then the interface reverts the last change across both the blueprint annotation and structured data within one second; And clicking 'Redo' restores the change.
User Confirmation of Final Specification Set
When the user finishes all desired corrections and no fields remain flagged; Then the 'Finalize Specifications' button becomes enabled; And clicking it exports the updated structured data set in the specified format.
Structured Data Export & Integration
"As an admin, I want to export and integrate extracted data into other systems so that I can maintain consistent information across our toolchain."
Description

Allow users to export extracted specifications in structured formats (JSON, CSV) and map them directly to BidSwift dashboard fields or external systems via API. This ensures seamless data flow into bid management processes, reduces duplication of effort, and supports integration with ERP or project management tools.

Acceptance Criteria
JSON Export of Extracted Specifications
Given a user has extracted specifications from a blueprint When the user selects the option to export as JSON Then the system generates a downloadable .json file containing all extracted fields formatted according to the defined JSON schema
CSV Export of Extracted Specifications
Given a user has extracted specifications from a blueprint When the user selects the option to export as CSV Then the system generates a downloadable .csv file where each row represents an extracted specification and columns match the header definitions in the export template
Mapping Exported Data to Dashboard Fields
Given a user is exporting extracted specs to the BidSwift dashboard When the user maps JSON/CSV fields to dashboard fields via the mapping interface Then the system saves the mapping configuration and displays a preview showing correctly aligned data fields
API Integration with External System
Given a user has configured an API endpoint for a third-party system When the user triggers data export via API Then the system sends a POST request with the structured JSON payload to the endpoint and returns a success confirmation if the response status code is 200
Error Handling for Missing Required Fields
Given a user attempts to export data with required fields missing When the export action is initiated Then the system validates the presence of all required fields, prevents export, and displays an error message listing the missing fields
Real-Time Processing & Feedback
"As a user, I want to see the processing status and receive notifications when extraction is complete so that I can plan my workflow efficiently."
Description

Optimize the extraction engine to process typical blueprint uploads within a defined SLA (e.g., under 2 minutes for files up to 100 MB) and provide real-time progress indicators. Implement scalable cloud infrastructure to handle peak loads and notify users upon completion or failure via in-dashboard alerts or email.

Acceptance Criteria
Blueprint Upload Processing Under SLA
Given a user uploads a blueprint file up to 100 MB, When the file is submitted, Then the system completes extraction within 2 minutes.
Progress Indicator Display During Processing
Given a blueprint is processing, When the extraction starts and at each 25% completion mark, Then the dashboard displays updated progress percentage to the user in real time.
Peak Load Scalability Handling
Given 100 concurrent blueprint uploads at peak usage, When the system processes all files, Then average processing time remains below 2 minutes per file and no requests are dropped.
User Notification on Successful Completion
Given a blueprint extraction completes successfully, When processing ends, Then the user receives both an in-dashboard alert and an email notification containing a summary of extracted specs within 30 seconds.
Error Handling and Failure Notification
Given a blueprint fails extraction due to corruption or unsupported format, When processing ends, Then the system retries extraction once, and if still failing, displays an in-dashboard error alert and sends an email with failure details and next steps.
Error Logging & Analytics Dashboard
"As a product owner, I want to view analytics on extraction performance so that I can prioritize model training and enhance accuracy over time."
Description

Implement comprehensive logging of extraction errors, user corrections, and system performance metrics. Provide an analytics dashboard for administrators to monitor extraction accuracy trends, pinpoint frequent error types, and identify opportunities for model improvement.

Acceptance Criteria
Logging extraction errors on upload
Given a user uploads a blueprint file, when the extraction engine fails to detect a required specification, then the system must create an error log entry containing the blueprint ID, error type, error description, and timestamp.
Tracking user corrections to extracted data
Given a user reviews and corrects an extracted specification, when the user submits the correction, then the system must record the original value, corrected value, field name, user ID, and timestamp in the error log.
Visualization of extraction accuracy trends
Given an administrator views the analytics dashboard, when accessing the accuracy trends section, then a line chart must display daily extraction accuracy percentages for the past 30 days with options to filter by specification category.
Identification of frequent error types
Given an administrator navigates to the error type summary report, when selecting a date range, then the dashboard must list the top five error categories sorted by occurrence count, showing both absolute counts and percentage of total errors.
Monitoring system performance metrics
Given an administrator is on the performance metrics page, when the page loads, then the dashboard must display average, minimum, and maximum extraction times and total documents processed per hour for the last 24 hours, updating automatically every 5 minutes.

Dimension Detect

Harnesses advanced OCR to identify and capture precise measurements directly from blueprints, populating length, area, and volume metrics in your dashboard. Dimension Detect streamlines quantity takeoffs, reducing estimation errors and saving valuable time on manual calculations.

Requirements

OCR Blueprint Upload
"As a project estimator, I want to upload blueprint documents in multiple formats so that I can quickly import them into the system for automated dimension detection."
Description

Enable users to upload blueprints in various file formats (PDF, JPEG, PNG, TIFF) to the Dimension Detect dashboard. The system will preprocess uploaded files—adjusting image contrast, removing noise, and standardizing resolution—to optimize them for OCR processing. This integration ensures seamless ingestion of blueprint data, forming the foundation for accurate dimension recognition and automated takeoff calculations.

Acceptance Criteria
Successful Upload of Supported Blueprint File
Given the user selects a PDF, JPEG, PNG, or TIFF file under 50MB; When the file is uploaded; Then the system stores the file in the dashboard, displays a thumbnail preview, and shows a success notification within 5 seconds.
Preprocessing Quality Enhancement for Low-Quality Images
Given the user uploads a low-contrast or noisy blueprint image; When preprocessing is triggered; Then the system enhances contrast by at least 20%, removes noise artifacts below ISO-standard threshold levels, and standardizes resolution to 300 DPI without distortion.
Handling Unsupported File Format
Given the user attempts to upload an unsupported file format; When the file is submitted; Then the system rejects the file, displays an error message 'Unsupported format. Please upload PDF, JPEG, PNG, or TIFF', and prevents further processing.
Processing of Large Blueprint File Sizes
Given the user uploads a blueprint file between 100MB and 200MB; When the file is uploaded; Then the system compresses the file to under 100MB, preprocesses it, and notifies the user of the successful compression and upload.
Batch Upload of Multiple Blueprints
Given the user selects up to 10 blueprint files for batch upload; When the upload is initiated; Then the system processes each file sequentially, displays individual progress indicators, and provides a summary report highlighting any failures or successes.
Dimension Extraction Engine
"As an estimator, I want the system to automatically extract measurements from blueprints so that I can minimize manual calculation errors and accelerate my estimating process."
Description

Implement an advanced OCR-based engine that automatically identifies and extracts linear, area, and volumetric measurements from blueprint drawings. The engine will leverage machine learning models specialized for construction plans to detect annotation text, scale bars, and line segments, converting these elements into precise numerical values. By automating this process, the system reduces manual measurement errors and accelerates the takeoff workflow.

Acceptance Criteria
Linear Measurement Extraction from Standard Scale Blueprint
Given a scanned blueprint at a recognized scale, when a user uploads the image to BidSwift, then the engine extracts all linear dimensions with an accuracy within ±2% compared to manual measurements.
Area Calculation for Enclosed Spaces
Given a blueprint containing closed polygonal areas, when processed by the engine, then the calculated area values match manual takeoff results within ±3% and are displayed correctly in the dashboard.
Volume Estimation for 3D Components
Given blueprints annotated with height, depth, and length dimensions, when the engine processes the drawing, then it computes volume for simple prisms and boxes within ±5% accuracy and populates the volume field in the dashboard.
Scale Bar Recognition and Calibration
Given a blueprint featuring a scale bar in standard units, when processed, then the engine automatically detects the scale bar, calibrates measurement conversions, and applies correct unit scaling to all extracted dimensions.
Preprocessing Low-Resolution or Skewed Images
Given a low-resolution or skewed blueprint image, when the engine applies preprocessing enhancements, then at least 90% of textual annotations and line segments are correctly detected and measurements are extracted with an accuracy within ±5%.
Scale Recognition and Calibration
"As an estimator, I want the system to recognize or let me calibrate the drawing scale so that the extracted dimensions are correctly scaled to actual project specifications."
Description

Incorporate automatic recognition of drawing scales using metadata or visible scale bars on blueprints. Provide a user interface component for manual calibration, allowing users to correct or refine the detected scale when automatic detection is inconclusive. This ensures that all extracted dimensions accurately reflect real-world measurements.

Acceptance Criteria
Automatic Scale Detection from Metadata
Given a blueprint file containing valid scale metadata, when the user uploads the blueprint, then the system automatically detects and applies the correct scale to the document.
Automatic Scale Detection from Visible Scale Bar
Given a blueprint without metadata but containing a visible scale bar, when the user uploads the blueprint, then the system uses OCR to identify the scale bar and accurately calculates the drawing scale.
Manual Scale Calibration
Given the automatically detected scale is inconclusive or inaccurate, when the user enters a custom scale value or adjusts calibration controls, then the system updates and applies the new scale to all measurements.
Scale Verification Prompt
Given a detected or manually entered scale, when the system processes dimensions for quantity takeoff, then it prompts the user to confirm the scale before extracting any measurements.
Post-Calibration Measurement Accuracy
Given a blueprint processed with a calibrated scale, when the system calculates length, area, and volume, then the measured dimensions match ground-truth values within a 1% error margin.
Interactive Measurement Review Interface
"As a user, I want to review and correct detected measurements on the blueprint so that I can ensure the final data is accurate before exporting reports."
Description

Create an interactive overlay on the blueprint view that displays detected measurements (length, area, volume) directly on the drawing. Users can click on any measurement to review details, edit values, or reject incorrect detections. All adjustments dynamically update the dashboard’s aggregate metrics to maintain an accurate and up-to-date takeoff report.

Acceptance Criteria
Overlay Measurement Visibility
Given a blueprint with detected measurements, when the user opens the Interactive Measurement Review Interface, then each length, area, and volume measurement is displayed as a clickable overlay at its correct location on the drawing.
Measurement Detail Popup Interaction
Given the user clicks on a measurement overlay, when the detail popup opens, then it displays the detected value, unit, source bounding box, and options to edit or reject the measurement.
Measurement Edit Adjustment
Given the detail popup is open, when the user edits the measurement value and confirms, then the overlay updates to reflect the new value and the change is logged in the system.
Incorrect Measurement Rejection
Given the detail popup is open, when the user rejects the detected measurement, then the overlay is removed from the drawing and the measurement count is decremented accordingly.
Dashboard Metric Synchronization
Given any user adjustment (edit or rejection) is made, when the user returns to the dashboard view, then the aggregate length, area, and volume metrics reflect all approved measurements without delay.
Quantity Takeoff Report Export
"As an estimator, I want to export the detected measurements into structured reports so that I can share accurate quantity takeoffs with clients and subcontractors."
Description

Develop export functionality for finalized takeoff data, allowing users to generate reports in CSV, Excel, and PDF formats. Reports will include a detailed breakdown of all detected dimensions, blueprint references, and summary statistics. The export feature will integrate with BidSwift’s document-sharing module to facilitate automated distribution to stakeholders.

Acceptance Criteria
CSV Download from Takeoff Dashboard
Given a finalized quantity takeoff report exists, when the user selects the CSV export option on the takeoff dashboard, then the system generates a CSV file that includes all detected dimensions, blueprint references, and summary statistics, and prompts the user to download the file.
Excel Download from Takeoff Dashboard
Given a finalized quantity takeoff report exists, when the user selects the Excel export option on the takeoff dashboard, then the system generates an XLSX file that includes all detected dimensions, blueprint references, and summary statistics, preserves table formatting, and prompts the user to download the file.
PDF Download from Takeoff Dashboard
Given a finalized quantity takeoff report exists, when the user selects the PDF export option on the takeoff dashboard, then the system generates a paginated PDF document that includes a detailed breakdown of detected dimensions, blueprint thumbnails, summary statistics, and a cover page, and prompts the user to download the file.
Automated Email Distribution of Reports
Given a finalized quantity takeoff report has been exported, when the user configures automated distribution to stakeholder emails, then the system attaches the chosen report format (CSV, Excel, or PDF) to an email, includes a customizable message, and successfully sends it to the specified recipients.
Report Content Verification
Given any exported report (CSV, Excel, or PDF), when the report is opened, then it must contain accurate and complete data for every detected dimension, correct blueprint reference links, and correct aggregate summary statistics as displayed in the dashboard.

Revision Radar

Compares new and previous blueprint versions to pinpoint additions, deletions, and modifications automatically. Revision Radar highlights changes visually, sends alerts to assigned team members, and maintains an audit trail, ensuring everyone stays aligned and responsive to design updates.

Requirements

Document Comparison Engine
"As a project manager, I want the system to automatically compare new and previous blueprint versions so that I can immediately understand what has changed without manually reviewing each document."
Description

Develop a robust engine that ingests two blueprint versions and analyzes them to detect and categorize additions, deletions, and modifications at the element level. It integrates with the existing file management system to support common blueprint formats (PDF, DWG) and returns structured change data via an API. The engine must perform efficiently on large documents, minimizing processing time, and provide endpoints for front-end visualization and alert triggering.

Acceptance Criteria
Element-Level Change Detection
Given two blueprint versions in PDF or DWG format, When the Document Comparison Engine processes the files, Then it correctly identifies and categorizes all additions, deletions, and modifications at the element level with 100% accuracy.
Structured Change Data API Response
Given change analysis results, When a client calls the /compare endpoint, Then the engine returns a JSON payload containing change type, element identifier, coordinates, and metadata, adhering to the API specification.
Efficient Processing for Large Blueprints
Given two blueprint files each up to 500 pages in DWG format, When the engine processes them under typical server load, Then the comparison completes within 2 minutes without errors.
Automated Alert Dispatch
Given new changes are detected, When the change data is available, Then the system sends email and in-app notifications to assigned team members within 1 minute.
Comprehensive Audit Logging
Given any comparison operation is executed, When the engine completes the run, Then it writes an audit entry including user ID, timestamp, file versions compared, and summary of changes to the audit log.
Visual Change Highlighting
"As a field engineer, I want to see changes visually highlighted on the blueprint so that I can quickly grasp modifications and plan site visits effectively."
Description

Enable clear, intuitive visual representation of detected changes directly on the blueprint view. Added elements are highlighted in green, deletions in red, and modifications in yellow. Users can toggle change layers and zoom into specific areas. This feature integrates seamlessly with the dashboard’s blueprint viewer and supports annotations for users to add comments on highlighted changes.

Acceptance Criteria
Toggle Change Layers
Given a blueprint with detected changes When the user clicks the 'Toggle Change Layers' control Then the application shows or hides green, red, and yellow highlights according to the selected layers without a full view reload and updates within 1 second.
Highlight Added Elements
Given a new blueprint version with added elements When the blueprint loads in the viewer Then every added element is highlighted in green with a 1px outline and 50% opacity overlay, and a legend item for 'Additions' appears in the layer control.
Highlight Deleted Elements
Given a new blueprint version where elements have been removed When the blueprint loads in the viewer Then every deleted element's previous location is marked with a red overlay and strike-through symbol, and a legend item for 'Deletions' appears in the layer control.
Highlight Modified Elements
Given a blueprint with elements whose properties changed between versions When the blueprint loads in the viewer Then affected elements are highlighted in yellow with a dashed border, and hovering over a highlighted element shows a tooltip summarizing the modification.
Zoom into Change Zones
Given highlighted changes across a large blueprint When the user selects a highlighted area or uses the zoom control on a change Then the viewer zooms to at least 200% centered on the change zone within 0.5 seconds and maintains highlight visibility.
Annotate Highlighted Changes
Given highlighted changes displayed on the blueprint When the user selects a change and opens the annotation tool Then the system displays a comment input box attached to that change, allows entry of up to 500 characters, saves the annotation, and displays it as a linked marker.
Real-time Team Alerts
"As a subcontractor, I want to receive immediate notifications when a blueprint is updated so that I can respond quickly to design changes and avoid project delays."
Description

Implement a notification system that sends real-time alerts to assigned team members when changes are detected. Alerts are delivered via email, in-app notifications, and optional SMS. The system allows configuration of notification preferences per project and user role, ensuring relevant stakeholders are informed promptly of revisions.

Acceptance Criteria
Email Alert Dispatch
Given a blueprint revision is detected for a project and a user is assigned to it, when the system processes the revision, then an email notification containing the revision summary and link is sent to the user within 2 minutes.
In-App Notification Delivery
Given a new revision is recorded, when the assigned user next accesses the BidSwift dashboard, then an in-app notification badge appears and the revision details are displayed in the notifications panel.
SMS Notification Opt-In
Given a user has enabled SMS alerts in their notification preferences, when a new blueprint revision occurs, then an SMS containing the revision summary and link is delivered to the user’s registered mobile number within 5 minutes.
Notification Preference Configuration
Given a project is created or updated, when a project manager configures team notification settings by role and method, then the preferences are saved and applied to future revision alerts for that project.
Notification Audit Trail Logging
Given any notification is dispatched (email, in-app, SMS), when the alert is sent, then the system logs the notification type, timestamp, recipient, delivery method, and status in the project’s audit trail accessible via settings.
Audit Trail & Version History
"As a contract administrator, I want to access a detailed history of all blueprint revisions so that I can track decision-making and roll back to previous versions if necessary."
Description

Maintain a comprehensive audit trail for all blueprint revisions, capturing timestamps, user actions (upload, approval), and change summaries. Provide a version history interface where users can review previous versions, compare selected versions, and restore or export specific revisions. Data integrity and security measures ensure records are tamper-proof.

Acceptance Criteria
New Blueprint Upload Recorded
Given a user uploads a blueprint revision, When the upload completes, Then the system records the revision with timestamp, user identity, and auto-generated change summary in the audit trail.
Access Version History Interface
Given a user navigates to the version history page, When the interface loads, Then all past revisions are listed in descending date order with revision number, timestamp, and user information.
Compare Selected Blueprint Versions
Given a user selects two blueprint revisions from the history, When the user initiates a comparison, Then the system highlights additions, deletions, and modifications on a visual diff overlay.
Restore Previous Revision
Given a user selects a past revision and clicks restore, When the restore is confirmed, Then the selected revision becomes the current active version and a new audit trail entry is created noting the restore action.
Export Specific Revision
Given a user selects a revision and chooses export, When the export is confirmed, Then the system generates a downloadable file of the selected blueprint version and logs the export action with timestamp and user ID in the audit trail.
Role-based Access Control
"As a project administrator, I want to assign specific access rights to team members so that critical actions are restricted to authorized personnel and project data remains secure."
Description

Introduce role-based permissions to control who can upload new blueprints, approve changes, and manage notifications. Roles such as Administrator, Manager, Engineer, and Viewer have configurable rights within each project. The permission system integrates with existing user accounts and supports single sign-on (SSO) configurations.

Acceptance Criteria
Administrator Blueprint Upload Control
Given a user with 'Administrator' role is logged in using SSO, When they navigate to the blueprint upload page and upload a valid blueprint file, Then the system stores the new blueprint, updates the version history, and grants access to project members.
Manager Revision Approval Process
Given a user with 'Manager' role is assigned to a project, When they review a proposed revision and click 'Approve', Then the system marks the revision as approved, logs the action in the audit trail, and notifies the engineer.
Engineer Change Notification Management
Given a user with 'Engineer' role is subscribed to change notifications for a project, When a blueprint revision is made, Then the system sends an email and in-app notification detailing the changes only if the engineer has notification permissions.
Viewer Access Restriction Enforcement
Given a user with 'Viewer' role is logged in, When they attempt to upload or approve a blueprint, Then the system denies the action and displays an 'Access Denied' message.
SSO Integration Verification
Given a user attempts to log in via the organization's SSO provider, When the credentials are valid and the user has an assigned role, Then the system logs them in and assigns the correct role-based permissions without additional login prompts.

Task Tailor

Transforms extracted specifications into customized action items by mapping scopes of work to your team’s roles and skills. Task Tailor automatically assigns deadlines and notifies stakeholders, streamlining project planning and boosting accountability from the moment plans are uploaded.

Requirements

Specification Upload & Parsing
"As a project manager, I want to upload project specifications so that Task Tailor can parse and extract work items automatically, saving me time and reducing errors."
Description

Enables users to upload project specification documents in various formats (PDF, Word, Excel), which the system then parses using NLP to extract scopes of work, deliverables, and deadlines. Integrates seamlessly with the BidSwift dashboard, allowing Task Tailor to transform raw specs into structured data, reducing manual entry and ensuring accuracy in task generation.

Acceptance Criteria
PDF Specification Upload and Parsing
Given a valid PDF file containing project specifications When the user uploads the file Then the system accepts the upload within 5 seconds, displays a success notification, and extracts scopes of work, deliverables, and deadlines into structured fields with ≥95% accuracy
Word Document Parsing with Embedded Tables
Given a Word document with tables outlining tasks and deadlines When uploaded Then the system parses table contents accurately into the BidSwift dashboard, maps deadlines to corresponding deliverables, and requires no manual adjustments
Excel Specification Extraction
Given an Excel workbook with multiple sheets listing deliverables and timelines When the user uploads the workbook Then the system reads all sheets, merges duplicate entries, extracts deliverables and deadlines correctly, and generates corresponding Task Tailor action items
Unsupported File Format Rejection
Given a user attempts to upload a file in an unsupported format When the user selects and uploads the file Then the system rejects the upload, displays an error message specifying supported formats (PDF, Word, Excel), and prevents further processing
Partial Data Extraction with Error Logging
Given a specification document containing both recognizable and ambiguous sections When parsed Then the system extracts all valid data, flags ambiguous sections in a review queue, and logs detailed error messages with references to document locations
Role-Skill Matching Engine
"As an operations lead, I want Task Tailor to assign tasks to team members based on their roles and skills so that each task goes to the most qualified person automatically."
Description

Implements an algorithm that maps extracted work items to team members based on predefined roles and skill sets stored in user profiles. Provides configuration options for weight adjustments (e.g., availability, workload) to optimize task assignments and ensure balanced workloads across the team.

Acceptance Criteria
New Project Upload Assignment
Given a new project plan file is uploaded to the system When the Role-Skill Matching Engine processes the file Then every extracted work item is assigned to a team member whose profile matches the required role and skill set And the assignment completes within 5 seconds of upload
Weight Adjustment Impact
Given a user updates the weight parameters for availability and workload When the matching algorithm reruns with the new weights Then at least 90% of assignments reflect the adjusted weights And no team member’s total workload increases by more than 10% compared to the previous assignment
Deadline-Driven Rebalancing
Given an existing assignment schedule and a deadline change for a critical work item When the deadline is updated in the system Then the engine rebalances assignments so no team member’s workload exceeds 8 hours per day And all impacted assignments are updated within 2 minutes of the deadline change
Manual Override Conflict Prevention
Given a project manager manually reassigns a work item to a different team member When the override is submitted Then the system validates that the new assignee meets the role and skill requirements And it prevents assignment if the assignee’s workload exceeds configured thresholds, displaying an error message
Scalability Under Load
Given a project containing 500+ work items and 50+ team members When the matching engine executes Then all items are assigned without errors And the process completes within 10 seconds
Automated Deadline Assignment
"As a scheduler, I want Task Tailor to assign deadlines automatically so that I don’t have to set each task’s due date manually, improving scheduling accuracy and efficiency."
Description

Automatically assigns realistic deadlines to each task based on project timelines, task complexity, and team members’ availability. Integrates with the company calendar and allows customization of buffer times and business hours to ensure deadlines are achievable and visible in the dashboard.

Acceptance Criteria
Default Deadline Calculation on Task Upload
Given a new task is uploaded with defined project start/end dates, complexity level, and assigned team members, when the system processes the task, then it automatically assigns a deadline that falls within project dates, accounts for each member’s availability, and applies the default buffer time.
Custom Buffer Time Adjustment
Given a user configures a custom buffer time in task settings, when a deadline is recalculated, then the new deadline reflects the custom buffer and updates immediately in the dashboard.
Non-Business Hours Exclusion
Given the company’s business hours are set, when scheduling deadlines, then no deadline is assigned outside business hours, and tasks due on weekends or holidays are moved to the next valid business day.
Team Member Availability Conflict Resolution
Given a task assigned to a team member with a conflicting calendar event, when calculating the deadline, then the system selects the next available slot within project timelines and notifies the project manager of the adjustment.
Calendar Integration Validation
Given the company calendar is integrated and synced, when the deadline engine runs, then it reads all calendar events, excludes busy periods and company holidays, and ensures assigned deadlines do not overlap existing commitments.
Stakeholder Notification System
"As a team member, I want to receive notifications when a task is assigned to me or updated so that I stay informed and can act promptly."
Description

Builds a notification engine that alerts relevant stakeholders (e.g., assignees, managers, external collaborators) via email and in-app notifications when tasks are created, updated, or approaching deadlines. Allows users to configure notification triggers and channels.

Acceptance Criteria
Notification Channel Configuration
Given a user navigates to notification settings When the user selects preferred channels (email, in-app) Then the system saves and applies the channel preferences for future alerts
New Task Created Notification
Given a new task is created and stakeholders are assigned When the task creation event is processed Then an email and in-app notification are sent to all stakeholders within 60 seconds, including task title, assignee, deadline, and link to details
Task Update Notification
Given an existing task’s status or details are modified When the task update is saved Then the system sends email and in-app notifications to stakeholders configured for update alerts, showing previous and updated values
Deadline Approaching Reminder
Given a task with a configured deadline and user-defined reminder threshold When the deadline is within the threshold period Then the system sends a single reminder via email and in-app notification per threshold period
External Collaborator Invitation
Given an external collaborator is added to a task with their email address When the collaborator is added Then the system sends an invitation email and in-app notification, creates an external user account, and prompts for password setup
Task Management Dashboard Integration
"As a contractor, I want to view all tailored tasks in the BidSwift dashboard so that I can monitor progress and deadlines in one place without switching between tools."
Description

Integrates the generated tasks and assignments into the existing BidSwift real-time dashboard, providing filters, sorting, and search functionality. Enables users to view task status, assignees, and timelines at a glance, and supports exporting task lists for reporting or sharing.

Acceptance Criteria
Filter Tasks by Assignee and Status
Given a user is viewing the Task Management Dashboard When the user selects an assignee and status filter Then only tasks assigned to the selected user and matching the selected status are displayed
Search for a Task by Keyword
Given a user has multiple tasks listed When the user enters a keyword into the search bar and submits Then only tasks containing the keyword in the title or description are shown
Sort Tasks by Deadline
Given a list of tasks with varying deadlines When the user applies the sort-by-deadline option Then tasks are ordered ascending by due date, with the nearest deadlines at the top
Export Tasks to CSV for Reporting
Given a filtered or full task list When the user clicks the 'Export to CSV' button Then a CSV file is generated containing task ID, title, assignee, status, and deadline
Real-Time Task Status Update
Given a task status is changed by any stakeholder When the change is confirmed Then the dashboard reflects the updated status within 2 seconds without manual refresh

Material Matrix

Aggregates material requirements from scanned blueprints into a detailed list of quantities and types, integrating directly with your procurement workflows. Material Matrix provides instant insights into resource needs, supports quick supplier quotes, and lays the groundwork for precise cost estimation.

Requirements

Blueprint Scan Ingestion
"As a project manager, I want to upload scanned blueprints into Material Matrix so that I can centralize all project documentation and initiate material requirement analysis without manual data entry."
Description

Enable users to upload or capture scanned blueprints directly into the Material Matrix module, automatically converting image files into a standardized format for further analysis. This feature should support common file types (PDF, JPEG, TIFF) and ensure high-fidelity rendering of all layers, annotations, and scale information. Integration with the existing dashboard must allow users to preview uploads, verify scan quality, and correct orientation or scaling before processing begins.

Acceptance Criteria
Upload Blueprint File
Given the user is on the Material Matrix upload interface When they upload a PDF, JPEG, or TIFF file under 50MB Then the system accepts the file, generates a high-fidelity preview, and extracts basic metadata within 5 seconds
Preview and Quality Verification
Given a blueprint has been uploaded When the user views the preview Then all layers, annotations, and scale information are rendered clearly at a minimum of 300 DPI with no visual artifacts
Orientation Correction
Given the uploaded blueprint appears rotated or flipped When the user applies orientation controls (rotate 90° increments or flip) Then the preview updates instantly and displays the blueprint correctly without cropping or distortion
Scaling Accuracy Validation
Given the user selects auto-detect scale or manually inputs a scale factor When the system processes the blueprint Then the displayed dimensions in the preview match the intended scale within a 1% margin of error
Error Handling for Unsupported or Corrupted Files
Given the user attempts to upload a file in an unsupported format or a corrupted image When the upload is initiated Then the system rejects the file and displays an error message listing supported formats (PDF, JPEG, TIFF) and a brief guide to resolve the issue
Quantity Extraction Engine
"As an estimator, I want Material Matrix to automatically extract and tally material quantities from scanned blueprints so that I can reduce manual takeoff time and minimize human error."
Description

Develop an algorithmic engine that parses scanned blueprints to identify and quantify material elements—such as walls, floors, beams, and fixtures—based on scale and annotations. The engine should classify materials by type (e.g., concrete, steel, lumber), calculate precise quantities, and automatically populate a structured materials list. The system must include validation checks to flag anomalies (e.g., missing scale, unreadable annotations) and provide interactive correction tools for users.

Acceptance Criteria
Standard Blueprint Scale Processing
Given a scanned blueprint with a clear 1:50 scale annotation, When the user uploads the file, Then the engine accurately identifies and quantifies all walls, floors, beams, and fixtures, and populates the materials list with the correct quantities.
Missing Scale Annotation Detection
Given a blueprint without any scale annotation, When the file is processed, Then the system flags a missing scale anomaly, prompts the user to input the correct scale, and prevents final material list generation until the scale is provided.
Unreadable Annotation Flagging
Given a blueprint containing smudged or unreadable annotations, When the engine parses the document, Then it highlights each unreadable annotation, provides an interactive correction tool, and updates the quantity extraction only after user confirmation of corrected annotations.
Material Classification Verification
Given elements extracted from the blueprint, When the engine classifies materials by type, Then it achieves at least 95% classification accuracy on a predefined test dataset of concrete, steel, and lumber elements.
Performance Under Load
Given a multi-page blueprint set of up to 100 pages, When the user initiates processing, Then the engine completes extraction, classification, and list population within 2 minutes.
Supplier Quote Integration
"As a procurement coordinator, I want to send material lists to suppliers and receive quotes within the same platform so that I can streamline communication and accelerate the bidding process."
Description

Integrate the Material Matrix materials list with supplier quotation workflows, allowing users to select multiple suppliers and send request-for-quote (RFQ) packets directly from the dashboard. The integration should support email and API-based RFQ methods, attach detailed material lists with specifications, and track responses in real time. Users must be able to compare quotes, update cost fields in the system, and store supplier data for future projects.

Acceptance Criteria
Batch RFQ Dispatch via Email
Given a user selects multiple suppliers and initiates an email RFQ, the system generates individual emails addressed to each supplier When emails are sent, each email includes the complete material list as a PDF attachment with correct quantities and specifications Then the system logs a timestamp and delivery status for each sent email And the user sees a confirmation message listing suppliers and email statuses
API-Based RFQ Submission
Given a user selects suppliers with configured API endpoints and authentication tokens When the user triggers an API RFQ submission, the system sends a POST request for each supplier containing the material list in JSON format Then the system receives and logs API response codes and response bodies for each supplier And the system surfaces errors for any failed requests and allows the user to retry
Real-Time Supplier Response Tracking
Given RFQs have been dispatched via email or API When suppliers send back quotes, the system ingests and timestamps incoming responses automatically Then the dashboard updates in real time to show each supplier’s quote status (pending, received, error) And the user can filter and sort RFQs by status and response time
Quote Comparison and Selection
Given multiple supplier quotes have been received and stored When the user views the comparison table, the system displays unit price, total cost, lead time, and supplier rating side by side for each quote Then the user can select one or more quotes to accept or reject And accepted quotes automatically update the cost fields in the Material Matrix and generate a purchase order draft
Supplier Data Persistence and Reuse
Given the user has received quotes and supplier data exists in the system When the user initiates a new RFQ for a future project Then all previously stored supplier information (contact details, API credentials, rating) is available for selection And the user can update or deactivate supplier entries without losing historical quote data
Cost Estimation Module
"As a subcontractor, I want to generate accurate cost estimates based on material quantities and supplier pricing so that I can submit competitive and transparent bids."
Description

Create a cost estimation module that combines extracted quantities with supplier pricing, labor rates, and markup rules to generate detailed cost breakdowns. The module should allow users to adjust markups, labor hours, and overhead factors, then produce customizable reports and summary views. Integration with export functions must enable PDF and spreadsheet output for sharing with stakeholders and inclusion in project bids.

Acceptance Criteria
Cost Estimation from Extracted Quantities
Given a set of extracted material quantities When the user initiates cost estimation Then the system calculates the base material cost by multiplying quantities with supplier prices for each item and displays the results in the breakdown view.
Adjustment of Markup and Overhead Factors
Given an existing cost estimate When the user modifies markup percentage, labor hours, or overhead factor Then the system recalculates total costs in real time and updates the summary view with the new values.
Updating Labor Rates
Given a cost estimate with default labor rates When the user updates labor rates for one or more tasks Then the system recalculates labor cost components and reflects the changes immediately in the cost breakdown and summary.
Exporting Estimates to PDF and Spreadsheet
Given a completed cost estimate When the user selects export to PDF or export to spreadsheet Then the system generates the requested output with correct formatting, includes all cost breakdown details, and prompts the user to download the file.
Supplier Price Update and Quote Comparison
Given multiple supplier price entries for materials When the user updates supplier prices or selects preferred suppliers Then the system applies the selected pricing to the estimate, highlights the lowest cost options, and updates the cost summary accordingly.
Procurement Workflow Handoff
"As an operations manager, I want Material Matrix outputs to flow directly into our procurement workflow so that we can track ordering and delivery without manual data transfer."
Description

Implement a seamless handoff from the Material Matrix to the procurement dashboard, automatically transferring verified material lists and cost estimates to the procurement workflow. The feature should create procurement tasks, assign responsibilities, set deadlines, and send notifications to team members. Tracking capabilities must include status updates (e.g., ordered, delivered) and integration with inventory management to update stock levels.

Acceptance Criteria
Automatic Transfer of Material List into Procurement Dashboard
Given a finalized material list in Material Matrix, When the user confirms the list, Then the system must automatically transfer the complete list, including quantities and cost estimates, to the procurement dashboard within 5 seconds.
Creation and Assignment of Procurement Tasks
Given a material list transferred to procurement, When the transfer completes, Then the system must create individual procurement tasks for each material category, assign them to the designated procurement team member, and set default deadlines based on project timelines.
Automated Deadline Notifications for Procurement Tasks
Given procurement tasks with assigned due dates, When a task is created or its deadline is updated, Then the system must send an email and in-app notification to the assigned user at least 48 hours before the deadline and on the deadline day.
Real-time Procurement Task Status Tracking
Given procurement tasks in the dashboard, When a user updates a task status to 'ordered', 'delivered', or 'pending', Then the system must immediately reflect the new status on the procurement dashboard and notify relevant stakeholders.
Stock Level Update upon Material Delivery
Given a procurement task marked as 'delivered', When the delivery confirmation is recorded, Then the system must automatically update the inventory management module to reflect the new stock quantities and flag any discrepancies greater than 2% for review.

SkillSync

Leverages AI to analyze project requirements and match them with subcontractors’ proven expertise and specialties, ensuring you connect with the ideal partners for each bid. Reduces manual vetting, speeds up decision-making, and boosts bid success rates.

Requirements

Requirements Parsing Engine
"As a contractor, I want the system to automatically parse bid documents to identify required skills and criteria so that I don't have to manually review each document."
Description

Automatically ingest and semantically analyze bid documents (PDFs, Word, email content) to extract project requirements such as scope, skills, certifications, and deadlines. The engine leverages natural language processing to ensure accurate identification of key criteria, reducing manual effort and enabling the AI matching process to have high-quality input data. It integrates with the existing document management module and triggers parsing when new invitations are uploaded.

Acceptance Criteria
PDF Document Parsing Trigger
Given a PDF invitation is uploaded to the document management module When the upload completes Then the parsing engine automatically starts analysis within 30 seconds And logs a status confirmation message
Word Document Parsing Accuracy
Given a Word document containing project requirements is provided When the parsing engine processes it Then it extracts scope, required skills, certifications, and deadlines with at least 95% accuracy
Email Content Parsing
Given an email invitation is forwarded to the ingestion endpoint When the parsing engine analyzes the email content Then it identifies and extracts project requirements into the corresponding structured fields
Semantic Extraction Validation
Given a set of test documents with known entities When the parsing engine processes these documents Then extracted data matches expected semantic entities for at least 98% of the test cases
Integration with Document Management Module
Given a new file status changes to 'New' in the document management module When the change is detected Then the parsing engine triggers automatically And updates the module with parsed requirement fields within one minute
Subcontractor Profile Enrichment
"As a general contractor, I want detailed, up-to-date profiles of subcontractors’ expertise and performance so that the matching engine can make accurate recommendations."
Description

Maintain a dynamic database of subcontractor profiles enriched with skills, past project performance, certifications, geographical availability, and client ratings. The system periodically syncs and updates information from external sources (e.g., resumes, LinkedIn, past bid results) to keep profiles current. Enriched profiles serve as the foundation for precise AI-driven matching.

Acceptance Criteria
Profile Sync Initialization
Given the system is connected to all configured external data sources When the scheduled sync job executes Then it completes within the SLA (15 minutes) and logs a summary of updates including created, updated, and failed records.
Real-time Profile Enrichment
Given a subcontractor's profile receives new data from an external webhook When the webhook event is processed Then the subcontractor's profile fields (skills, certifications, performance metrics, geographic availability, client ratings) are updated in the database within 5 seconds and an audit log entry is created.
Data Consistency Verification
Given the sync process has updated subcontractor profiles When an administrator reviews the change log Then every update must reference the source system and maintain data integrity (no missing required fields and valid data formats).
Certification Expiry Detection
Given a subcontractor certification has an expiry date passed When the daily validation job runs Then the system flags the certification as expired in the profile and notifies the subcontractor via email.
AI Matching Readiness
Given the enriched profiles are used for AI matching When the matching engine queries the database Then it retrieves profiles with complete required attributes (skills, past performance rating ≥3, at least one valid certification, matching geographic availability) and excludes incomplete profiles.
AI Match Algorithm
"As a project manager, I want the system to recommend the top subcontractor candidates for each bid so that I can speed up partner selection and improve bid success rates."
Description

Develop and integrate a machine learning algorithm that compares parsed project requirements against enriched subcontractor profiles. The algorithm calculates relevance scores based on skill alignment, past performance, availability, and regional factors. It must be scalable, support continuous learning, and provide an API for the dashboard to request match results.

Acceptance Criteria
Basic Match Request
Given a parsed project requirement when the AI Match API is called then it returns a JSON array of subcontractors with relevance scores between 0 and 100 sorted descending within 2 seconds
Skill Alignment Accuracy
Given a project requiring specific skills when matching then each returned subcontractor has at least 80% skill alignment score on primary required skills
Availability and Regional Filtering
Given a project location and timeframe when matching then only subcontractors available during the timeframe and located within the specified region are included in results
Continuous Learning Integration
Given feedback on a match outcome when feedback is submitted then the algorithm updates its model weights and logs the update within 24 hours
Scalability Under Load
Given 10,000 concurrent match requests when load testing then 95% of API responses meet the 2-second SLA with zero error rate
Match Scoring and Ranking
"As a contractor, I want to see confidence scores for each suggested subcontractor so that I can make informed decisions based on transparent ranking criteria."
Description

Present AI-generated subcontractor matches with clear relevance scores and ranking orders. Scores reflect skill fit, historical success, availability, and logistical considerations. The feature includes configurable thresholds and weight adjustments to let users fine-tune how scores are computed and displayed on the dashboard.

Acceptance Criteria
Display of AI-generated Matches
Given a project with defined requirements and a pool of subcontractors, when the user opens the SkillSync dashboard, then the top five subcontractor matches are displayed in descending order of relevance score. Given each subcontractor match displayed, when scores are shown, then each match displays a numerical relevance score and rank position. Given the user hovers over a match’s score, when the tooltip appears, then it shows a breakdown of the score components: skill fit, historical success, availability, and logistics.
Configurable Score Threshold Adjustment
Given the default relevance threshold, when the user adjusts the threshold slider, then matches below the new threshold are removed from the list in real time. Given a threshold adjustment that yields zero matches, when the change is applied, then the system displays a user-friendly 'No matches found' message. Given a user resets the threshold to default, when the reset action is triggered, then all previously hidden matches reappear.
Weight Adjustment Controls
Given each scoring component (skill fit, historical success, availability, logistics), when the user modifies a weight percentage, then the relevance scores recalibrate immediately and display updated values. Given total weights changed, when the sum of weights does not equal 100%, then the system prevents saving and displays an error prompt. Given valid weight adjustments summing to 100%, when the user saves settings, then the new weight configuration persists across sessions.
Ranking Order Validation
Given multiple subcontractor matches with distinct scores, when the user views the list, then matches are strictly ordered from highest to lowest score without ties. Given two matches with identical scores, when ordering is applied, then secondary sorting by historical success date is used to break the tie.
Real-time Score Updates Verification
Given an update to subcontractor availability or performance data, when the data syncs, then relevance scores on the dashboard update within 5 seconds. Given concurrent data changes, when updates arrive, then the system displays a loading indicator and prevents user edits until recalculation completes.
Interactive Recommendation Dashboard
"As a contractor, I want an interactive dashboard to review and refine AI-suggested matches so that I can tailor partner selection to my specific priorities."
Description

Design and implement a dashboard interface where contractors can view, filter, sort, and compare AI-driven subcontractor match recommendations. The dashboard offers interactive controls to adjust weighting of factors (e.g., cost vs. experience), save preferred candidates, and initiate contact directly from the interface. It seamlessly integrates with the existing BidSwift UI.

Acceptance Criteria
Adjusting Recommendation Weightings
Given the dashboard is loaded, when the user adjusts the cost vs experience weighting slider, then the recommendation list refreshes within 2 seconds reflecting the new weighting and the contractors are reordered accordingly.
Filtering Recommendations by Criteria
Given a set of subcontractor recommendations, when the user applies filters (e.g., location, trade specialty), then only recommendations matching all selected filters are displayed and the total count updates.
Sorting Recommendations for Comparison
Given filtered recommendations, when the user selects a sort option (e.g., highest experience, lowest cost), then the list is sorted correctly within 1 second and a visual sort indicator is shown.
Saving Preferred Subcontractors
Given a displayed recommendation, when the user clicks the 'Save to Favorites' icon, then the subcontractor is added to the 'Saved Candidates' section and the icon state changes to indicate it is saved.
Initiating Contact from Dashboard
Given a saved subcontractor entry, when the user clicks the 'Contact Now' button, then a contact modal opens with pre-populated subcontractor details and a functional 'Send Message' action.
Feedback and Learning Mechanism
"As a contractor, I want to give feedback on recommended subcontractors so that the system learns from my choices and improves future match quality."
Description

Enable users to provide feedback on the accuracy of matched subcontractors (e.g., accept, reject, rate), feeding this data back into the AI model to improve future recommendations. The mechanism includes feedback prompts, data storage, periodic retraining jobs, and monitoring metrics on model performance improvements.

Acceptance Criteria
Feedback Prompt Display
Given the AI match suggestions page is loaded When the user views each suggested subcontractor Then a feedback prompt with Accept, Reject, and 1–5 star rating options is displayed adjacent to each suggestion
Submission of Feedback on Match Accuracy
Given the user selects Accept or Reject and assigns a rating between 1 and 5 stars When the user clicks Submit Feedback Then the system records the feedback and displays a confirmation message
Validation of Feedback Input
Given the user attempts to submit feedback without selecting Accept/Reject or rating When the user clicks Submit Feedback Then the system prevents submission and displays an error indicating required fields
Storage of Feedback Data
Given valid feedback is submitted When the feedback API is called Then the feedback record is stored in the database with userID, subcontractorID, matchID, feedbackType, rating, and timestamp fields correctly populated
Scheduled Model Retraining Job
Given feedback data has accumulated weekly When the scheduled retraining job runs Then the AI model is retrained using the latest feedback dataset and job logs indicate success
Monitoring Model Performance Improvement
Given a new model version is deployed after retraining When performance metrics are evaluated Then the dashboard shows a measurable improvement in matching accuracy and reduction in incorrect suggestions

PerformanceProfile

Aggregates and displays subcontractor performance metrics—on-time delivery, quality ratings, and past collaboration results—into a concise dashboard. Empowers you to make informed choices based on real-world outcomes and minimize risks.

Requirements

Aggregate Subcontractor Performance Data
"As a project manager, I want automated aggregation of subcontractor performance data so that I have reliable, up-to-date metrics without manual data entry."
Description

Build a backend service that connects to various data sources (e.g., past project records, quality inspection logs, delivery timetables) to collect, normalize, and store subcontractor performance metrics in real time. Ensure data accuracy, handle inconsistencies, and maintain audit trails for traceability.

Acceptance Criteria
Importing New Project Records
Given a new project record containing subcontractor information is received; When the backend service processes the record; Then the subcontractor’s performance data is fetched from past project records, normalized into the standard schema, and stored in the performance database without errors.
Normalizing Inconsistent Quality Logs
Given quality inspection logs with varying data formats are retrieved; When the service normalizes the quality rating fields; Then all logs conform to the defined quality schema with valid rating values stored in the database.
Handling Missing Delivery Timetables
Given a subcontractor record lacks delivery timetable entries; When the service detects missing timetable data; Then a standardized placeholder entry is created, and a warning is logged in the audit trail without halting the aggregation process.
Maintaining Audit Trails for Performance Updates
Given any update to subcontractor performance data occurs; When the service writes or modifies data; Then an immutable audit record is created with timestamp, source, and change details for traceability, stored separately from the main performance tables.
Real-time Performance Dashboard Display
Given performance metrics are updated in the database; When the frontend requests the latest metrics for a subcontractor; Then the API returns the most recent normalized performance data within 200ms with 99.9% data accuracy.
Real-Time Performance Dashboard
"As a general contractor, I want a real-time performance dashboard so that I can quickly assess subcontractor reliability at a glance."
Description

Design and implement a user interface component that displays key performance indicators such as on-time delivery rates, quality ratings, and collaboration scores. Include visual elements like charts, scorecards, and sortable tables. Ensure the dashboard updates dynamically as new data arrives.

Acceptance Criteria
Initial Dashboard Load
Given the user navigates to the PerformanceProfile dashboard, When the page finishes loading, Then the on-time delivery rate, quality ratings, and collaboration scores are displayed in their respective chart, scorecard, and table components with default date range and no missing values.
Live Data Refresh
Given the dashboard is open and connected to the data source, When new performance data arrives, Then every relevant chart, scorecard, and table cell updates automatically within 5 seconds to reflect the latest values without requiring a page refresh.
User Sorts Performance Table
Given the performance dashboard table is displayed with multiple subcontractor entries, When the user clicks on any column header (e.g., on-time rate), Then the table sorts the entries in ascending or descending order accordingly and displays a visual indicator of the sort direction.
KPI Chart Rendering
Given the performance data is available, When the dashboard renders the on-time delivery chart and quality ratings chart, Then both charts display the correct data points with accurate axis labels, legends, and tooltips showing exact values on hover.
Data Fetch Error Handling
Given a failure in retrieving performance metrics from the backend, When the dashboard attempts to fetch data, Then a user-friendly error message is displayed, existing data remains visible, and a retry button is provided to attempt data fetch again.
Customizable Rating Weightings
"As a contractor, I want to adjust the importance of different performance metrics so that the overall score reflects my project priorities."
Description

Enable users to define custom weightings for different performance metrics (e.g., delivery vs. quality) through a settings panel. Persist user preferences and apply them to recalculate overall performance scores on the dashboard. Provide validation and default templates.

Acceptance Criteria
Access Weighting Settings Panel
Given a logged-in user on the PerformanceProfile feature, when the user navigates to the Weightings settings panel, then the panel displays the default metric weightings and input fields for each performance metric.
Define and Save Custom Weightings
Given the user is on the Weightings settings panel, when the user enters numeric values for each metric between 0 and 100 that sum to 100 and clicks the Save button, then the system persists these values and displays a confirmation message.
Validation of Weighting Inputs
Given the user inputs invalid weighting values (negative numbers, non-numeric characters, or a total sum not equal to 100), when the user attempts to save, then inline validation messages appear next to each invalid field and saving is prevented until all inputs are valid.
Apply Custom Weightings on Dashboard
Given custom weightings have been successfully saved, when the user views the PerformanceProfile dashboard, then the overall performance scores are recalculated using the saved weightings and match expected calculated values.
Reset to Default Templates
Given the user is on the Weightings settings panel, when the user clicks the Restore Defaults button, then the input fields revert to one of the predefined default templates and a notification prompts to save the changes.
Historical Trend Analysis
"As a procurement specialist, I want to view historical performance trends so that I can identify subcontractors whose performance is improving or declining."
Description

Develop functionality to analyze and visualize subcontractor performance trends over time. Provide time-series charts, filter options by date range or project type, and statistical summaries (e.g., moving averages). Ensure performance is optimized for large data sets.

Acceptance Criteria
Display of Monthly Performance Trends
Given performance data for a subcontractor over the past 12 months, when the user selects the subcontractor profile, then the system renders a time-series chart plotting monthly on-time delivery rates for the past year.
Date Range Filter Application
Given a large dataset, when the user applies a custom date range filter from startDate to endDate, then the chart updates to display performance metrics only within that specified range and recalculates statistical summaries accordingly.
Project Type Filtering
Given multiple project types in the data, when the user selects one or more project types in the filter panel, then the trend analysis chart refreshes to include only data from the selected project types and the statistical summary updates.
Moving Average Calculation Accuracy
Given performance metrics across a series of periods, when the moving average option is enabled, then the system calculates and displays a moving average line using a configurable window size (default 3 months) and reflects the values accurately.
Performance with Large Data Volumes
Given a dataset with over 10,000 data points, when the user loads the trend analysis view, then the system responds within 2 seconds, the chart is fully interactive, and no errors occur.
Performance Alerts and Recommendations
"As a project coordinator, I want to receive alerts for low-performing subcontractors so that I can proactively address risks or select better candidates."
Description

Implement an alert system that notifies users when a subcontractor’s performance falls below configured thresholds. Provide automated recommendations for alternative subcontractors based on similar project histories and performance profiles. Integrate with email and in-app notifications.

Acceptance Criteria
Subcontractor Performance Threshold Breach Alert
Given a subcontractor’s on-time delivery rate over the last three projects falls below the user-configured threshold and quality rating is below threshold, when the system detects the breach, then within five minutes it sends an alert via email and in-app notification containing the subcontractor’s name, metrics, breached thresholds, and a link to the performance dashboard.
Automatic Alternative Subcontractor Recommendation
Given an alert has been generated for a subcontractor’s performance breach, when the alert is displayed, then the system provides at least three recommended alternative subcontractors with similar project scopes and performance metrics above thresholds, sorted by relevance, in both the dashboard and the email alert.
User Configuration of Performance Thresholds
Given a user accesses performance settings, when the user sets custom thresholds for on-time delivery and quality rating and saves changes, then the system displays a confirmation message and applies the new thresholds to all subsequent performance monitoring.
In-App Notification Display
Given one or more performance alerts exist, when the user opens the in-app notification pane, then the pane lists all alerts with date and subcontractor filters and allows the user to click an alert to navigate to its detailed performance profile.
Email Notification Formatting and Delivery
Given a performance breach is detected, when the system sends the email alert, then it is delivered to the user’s registered email within five minutes, uses the approved template including summary, action links, and recommendations, and records a delivery success rate of at least 95%.

AvailabilityView

Integrates subcontractors’ calendars and project schedules to surface real-time availability insights. Prevents scheduling conflicts, ensures resource readiness, and simplifies coordination by highlighting who’s free to commit to upcoming bids.

Requirements

Seamless Calendar Integration
"As a project manager, I want to integrate subcontractors’ existing calendars into AvailabilityView so that I can see their real-time availability without switching between platforms."
Description

Enable bidirectional synchronization with subcontractors’ external calendars (e.g., Google Calendar, Outlook) and internal project schedules. This integration will automatically import events and project commitments, map busy/free slots, and consolidate schedule data within the AvailabilityView dashboard. By aggregating calendar data in real time, the system ensures accurate visibility into each subcontractor’s availability without manual data entry, reduces scheduling errors, and streamlines coordination across teams.

Acceptance Criteria
External Calendar Authorization
Given a subcontractor is on the AvailabilityView integration page When they choose to connect their Google or Outlook calendar Then the system initiates OAuth flow and displays a success message upon completion
Real-time Event Import
Given a calendar is authorized When a new event is created or updated in the external calendar Then the event appears in AvailabilityView within five minutes with correct start and end times
Project Commitment Synchronization
Given internal project schedules exist When a project manager adds or updates a commitment Then the change is reflected in AvailabilityView immediately with no manual refresh required
Busy/Free Slot Mapping
Given both external events and project commitments are imported When displaying the subcontractor’s availability Then any overlapping times are marked as busy and non-overlapping times as free
Conflict Detection Alert
Given a subcontractor has overlapping external calendar events and project commitments When the conflict is detected Then the system flags the time slot in red and sends a notification to the project manager
Real-time Conflict Alerts
"As a general contractor, I want to receive immediate alerts when a subcontractor has conflicting events so that I can adjust my bid strategy before deadlines."
Description

Implement proactive detection of overlapping commitments by continuously evaluating incoming calendar events against project bid deadlines and scheduled tasks. When a scheduling conflict is detected—such as a subcontractor being double-booked—the system will generate visual alerts and notifications within the dashboard. This feature prevents resource overcommitment and enables timely adjustments to bidding plans.

Acceptance Criteria
Detecting Double Booking on New Event
Given a subcontractor with an existing bid deadline or scheduled task in their linked calendar, when a new event is created that overlaps with any existing commitment, then the dashboard displays a red conflict icon next to the subcontractor's name and logs the conflict in the notifications panel.
Resolving Conflict for Schedule Update
Given an existing calendar entry for a subcontractor, when the user modifies the entry’s time to overlap with another commitment, then the system highlights the conflict in the calendar view and prompts the user to select an alternate time slot before saving.
Visual Alert Display for Multiple Resource Conflicts
Given multiple subcontractors assigned to the same bid, when two or more have overlapping commitments, then the system displays a consolidated alert banner at the top of the bid details page listing all affected subcontractors.
Notification Delivery to Project Manager
Given a detected scheduling conflict, when the conflict is logged, then the system sends an in-app notification and an email to the assigned project manager within one minute of detection.
Automatic Conflict Resolution Suggestion
Given a conflict that remains unresolved for ten minutes, when no user action is taken, then the system generates and displays the next available non-conflicting time slot as a suggestion and includes an option to apply it directly.
Availability Heatmap
"As a scheduling coordinator, I want a visual heatmap of subcontractor availability so that I can quickly identify suitable time slots for upcoming bids."
Description

Design and integrate an interactive, color-coded heatmap that displays subcontractors’ availability across days and weeks. The heatmap will highlight free, partially booked, and fully booked time slots, allowing users to visually scan and identify open windows for new commitments. Users can hover over or click on heatmap cells to view detailed event information and toggles for different timeframes (daily, weekly, monthly).

Acceptance Criteria
Daily Heatmap Display
Given the user is on the AvailabilityView page and selects the daily timeframe, When the subcontractor calendar data loads, Then each hourly slot cell must be color-coded correctly: green for fully available, yellow for partially booked, and red for fully booked.
Weekly Heatmap Display
Given the user switches to the weekly timeframe, When the subcontractor schedules for the upcoming week are retrieved, Then each day column must display a single color representing the highest booking level of any slot that day (green, yellow, or red).
Monthly Heatmap Display
Given the user selects the monthly timeframe, When the system aggregates availability for the selected month, Then each day cell must reflect the overall booking status of that day with the correct color code and allow month navigation.
Cell Hover Details
Given the heatmap is displayed, When the user hovers over any cell, Then a tooltip must appear showing detailed event information including event title, start time, end time, and date.
Cell Click Drill-Down
Given the heatmap is displayed, When the user clicks on any heatmap cell, Then a sidebar or modal must open listing all events for that slot with titles, times, and links to view or edit those events.
Timeframe Toggle Functionality
Given the heatmap component is visible, When the user selects a different timeframe toggle (daily, weekly, monthly), Then the heatmap must update immediately to reflect the selected timeframe without page reload and maintain the correct color codes.
Filtered Availability View
"As a bidding coordinator, I want to filter subcontractor availability by skills and location so that I can find the best-fit resources for specialized projects."
Description

Develop advanced filtering controls that allow users to narrow down availability results based on criteria such as date range, skill set, geographic location, project type, and subcontractor role. Filters will be multi-selectable and combinable, providing granular control over which resources appear in the AvailabilityView. This ensures that teams can target only the most relevant subcontractors when planning bid submissions.

Acceptance Criteria
Date Range Filter Scenario
Given the user specifies a start date and end date in the date range filter, when the filter is applied, then the AvailabilityView displays only subcontractors whose availability falls entirely or partially within the selected date range.
Skill Set Filter Scenario
Given the user selects one or more skills from the skill set filter multi-select, when the filter is applied, then only subcontractors possessing all of the selected skill sets are displayed in the AvailabilityView.
Geographic Location Filter Scenario
Given the user selects one or more geographic regions or locations, when the filter is applied, then the AvailabilityView displays only subcontractors whose primary operating locations match at least one of the selected regions.
Project Type and Role Combination Filter Scenario
Given the user selects a project type and a subcontractor role from their respective filters, when applied, then the AvailabilityView displays only subcontractors who both have experience in the selected project type and fulfill the chosen role.
Combined Multi-select Filters Scenario
Given the user applies multiple filters simultaneously (date range, skill set, geographic location, project type, and subcontractor role), when the filters are applied, then the AvailabilityView displays only subcontractors meeting all selected filter criteria and excludes any who fail to meet one or more criteria.
Scheduled Availability Sync
"As a busy project manager, I want AvailabilityView to refresh automatically at set intervals so that I always have the most up-to-date resource availability."
Description

Create a background synchronization process that automatically updates subcontractor availability data at configurable intervals (e.g., every 5 minutes, hourly). The sync mechanism will fetch the latest calendar events and project schedules without manual intervention, ensuring that the dashboard always reflects current information. Users can customize sync frequency and enable on-demand refresh triggers when needed.

Acceptance Criteria
Initial Background Sync Execution
Given the background sync process runs for the first time When the job is triggered Then availability data for all active subcontractors is fetched within 2 minutes, stored in the database, and reflected correctly on the dashboard without duplicates
Custom Sync Frequency Configuration
Given a user sets the sync frequency to 30 minutes in settings When the new interval is saved Then the next sync must occur exactly 30 minutes after the last run and the UI must display the updated schedule
On-Demand Refresh Trigger
Given a user clicks the manual refresh button When the refresh is requested Then the system performs an immediate sync, updates the dashboard within 1 minute, and shows a confirmation message
Sync Error Recovery and Retry
Given a network failure occurs during sync When the system detects the error Then it retries up to 3 times with exponential backoff, logs each attempt, and upon success applies all pending updates and clears error state
High-Volume Data Sync Performance
Given 500 or more subcontractors are active When the background sync runs Then it completes within 5 minutes, consumes no more than 70% CPU and 500MB memory, and does not cause timeouts or data inconsistencies

BudgetBeacon

Analyzes subcontractors’ historical pricing and current market rates to recommend partners that align with your budget targets. Streamlines cost forecasting, prevents budget overruns, and maintains competitiveness without sacrificing quality.

Requirements

Data Aggregation Pipeline
"As a procurement manager, I want to have all relevant pricing data consolidated and up-to-date so that I can trust the recommendation engine to provide accurate budget insights."
Description

Establish a robust, automated pipeline that collects, normalizes, and updates subcontractors’ historical pricing data alongside current market rate feeds. Integrate various data sources (internal bid history, vendor portals, public market APIs) into a unified schema, ensuring data accuracy, completeness, and timeliness to support downstream analysis and recommendations.

Acceptance Criteria
Internal Bid History Data Ingestion
Given the pipeline runs on schedule, when it queries the internal bid history database, then 100% of records from the configured date range are ingested without duplication or loss, and ingestion latency is under 5 minutes.
Vendor Portal Feed Integration
Given valid API credentials, when the pipeline fetches vendor portal data, then all subcontractor price updates are retrieved successfully and any transient failures trigger an automatic retry up to 3 times with exponential backoff.
Public Market API Synchronization
Given external market rate APIs are available, when the pipeline polls the APIs hourly, then the latest market rate data is incorporated into the system with timestamps normalized to UTC and processed within 10 minutes of retrieval.
Data Normalization and Schema Mapping
Given raw data from internal, vendor, and public sources, when the pipeline processes the data, then each record is mapped to the unified schema, units are converted to USD, and zero schema validation errors are reported.
Data Timeliness and Freshness Validation
Given the aggregated data store, when a user requests budget recommendations, then the system verifies that no data is older than 24 hours and raises an alert if any source update exceeds its expected refresh window.
Historical Pricing Repository
"As a contract administrator, I want to review past subcontractor bids so that I can identify pricing patterns and benchmark future bids effectively."
Description

Implement a scalable database module to store, index, and retrieve subcontractor bid histories over configurable time windows. Include features for data versioning, auditing changes, and querying trends, enabling fast access to past pricing performance and supporting comparative analysis.

Acceptance Criteria
Adding a New Subcontractor Bid Record
Given a new subcontractor bid with all required fields, When the bid is saved to the repository, Then the record is stored with a unique identifier, timestamp, and initial version number.
Retrieving Pricing Trends Over Custom Time Frame
Given multiple bid records exist, When a user queries bids between two specified dates, Then the system returns all bids within that date range sorted by date with execution time under 200ms.
Auditing Data Version Changes
Given an existing bid record is updated, When any field value changes, Then an audit log entry is created capturing the previous values, new values, user who made the change, and timestamp.
Indexing for Fast Query Response
Given the database has over 1 million bid records, When querying by subcontractor ID and date range, Then the query returns results within 300ms using indexed fields.
Bulk Import of Historical Bids
Given a CSV file containing up to 10,000 historical bid records, When the import process is executed, Then all valid records are ingested, invalid entries are reported, duplicates are flagged, and the process completes without errors.
Market Rate Comparison Module
"As a project estimator, I want to compare subcontractor quotes to industry market rates so that I can spot overbudget risks before finalizing selections."
Description

Develop a comparison engine that matches subcontractors’ historical rates against current market benchmarks segmented by geography, trade, and project scale. Highlight deviations, cost variances, and anomalies to inform decision-making and prevent overpaying.

Acceptance Criteria
Comparing Subcontractor Historical Rates to Market Benchmarks
Given a subcontractor profile with historical rate data and selected market benchmarks, When the Market Rate Comparison Module runs the comparison, Then the system displays a side-by-side view of historical vs. benchmark rates for each time period.
Identifying Cost Variances Beyond Thresholds
Given configured variance thresholds (e.g., ±10%), When comparison results show rate differences, Then the module flags any subcontractor whose deviation exceeds the threshold with a visual alert.
Filtering Comparisons by Geography and Trade
Given a user selects a specific geographic region and trade category, When the comparison is executed, Then only subcontractors matching the selected region and trade are processed and displayed.
Analyzing Project Scale-Based Rate Deviations
Given historical rates and benchmarks segmented by project scale categories, When the user selects a project scale, Then the module calculates and highlights deviations specific to that scale in the comparison report.
Generating Deviation Reports for Stakeholder Review
Given comparison results are available, When the user requests a deviation report, Then the system exports a downloadable report summarizing all flagged variances, historical and benchmark rates, and annotations.
Partner Recommendation Engine
"As a bidding coordinator, I want tailored subcontractor suggestions so that I can quickly select partners who meet both budget constraints and quality expectations."
Description

Create an algorithmic recommendation system that ranks subcontractor partners based on alignment with target budgets, quality metrics, and past performance. Provide configurable weighting for cost, reliability, and delivery speed, generating a prioritized shortlist of recommended partners.

Acceptance Criteria
Budget Alignment Recommendation
Given a target budget is set and historical cost data is available, when the engine generates partner recommendations, then each recommended partner’s cost metric must be within ±5% of the target budget.
Weight Configuration Impact
Given the user adjusts cost, reliability, and delivery speed weights, when recommendations are generated, then the ranking order must change to reflect the new weight proportions, with higher-weighted attributes driving higher-ranked partners.
Delivery Speed Prioritization
Given delivery speed weight is set as highest priority, when the recommendations are generated, then at least 80% of the top five recommended partners must have delivery time metrics in the top 25th percentile.
Reliability Threshold Enforcement
Given a minimum reliability threshold of 90% is configured, when the engine generates recommendations, then no partner returned may have a reliability score below 90%.
Shortlist Size Enforcement
Given a default shortlist size of five is configured, when recommendations are generated, then exactly five partners sorted by composite score descending must be returned.
Budget Forecast Dashboard
"As a financial controller, I want to see projected costs and scenarios so that I can approve bids with confidence and anticipate potential overruns."
Description

Design an interactive dashboard that visualizes forecasted project costs by aggregating recommended subcontractor rates and market comparisons. Include dynamic charts, scenario modeling (e.g., best-case, worst-case), and exportable reports to facilitate stakeholder reviews and approvals.

Acceptance Criteria
Forecasted Cost Summary Display
Given the user opens the Budget Forecast Dashboard, When the system aggregates recommended subcontractor rates and market comparisons, Then the dashboard displays a total forecasted cost with a breakdown by subcontractor and market variance.
Scenario Modeling Interaction
Given the user selects a scenario model (best-case or worst-case), When the model is applied, Then the dashboard updates all cost projections dynamically and displays scenario labels along with percentage variances.
Exportable Report Generation
Given the user clicks the export button on the Budget Forecast Dashboard, When the export completes, Then the system provides a downloadable PDF and CSV report containing charts, data tables, and scenario settings.
Dynamic Chart Filtering
Given the user applies a date range or subcontractor filter on the dashboard, When the filter is set, Then all charts and tables refresh within 2 seconds to reflect only the filtered data.
Market Rate Comparison Visualization
Given the user views the market comparison section, When the data loads, Then the dashboard displays side-by-side bar charts comparing recommended rates against current market rates with variance indicators.

ComplianceGuard

Automatically verifies subcontractors’ licenses, insurance certificates, and safety records against regulatory requirements. Reduces administrative overhead, mitigates compliance risks, and assures stakeholders of vetted, trustworthy partners.

Requirements

License Verification Engine
"As a procurement manager, I want the system to automatically verify subcontractor licenses so that I can ensure all participants are properly licensed without manual effort."
Description

Automatically connects to state and federal licensing databases to verify the validity, expiration, and status of subcontractor licenses. Provides real-time updates and flags any suspended or expired licenses. Integrates seamlessly with the BidSwift dashboard to ensure only compliant subcontractors are considered for bids, reducing manual checks and administrative overhead.

Acceptance Criteria
Valid License Retrieval from State Database
Given a subcontractor with a valid license number, when the system queries the state licensing database, then the system retrieves and displays the license status, expiration date, and license holder name within 5 seconds.
Detection of Expired or Suspended Licenses
Given a subcontractor record in the system, when the license status changes to 'Expired' or 'Suspended' in the external database, then the system flags the subcontractor in red on the dashboard and sends a notification to the project manager within 10 minutes.
Real-time Dashboard Update
Given license data updates from external databases, when the system receives a status change, then the dashboard refreshes automatically without user intervention and accurately reflects the current license statuses within 1 minute.
Seamless Integration with BidSwift Dashboard
Given a verified subcontractor, when a user filters bids for compliant subcontractors, then only those with current valid licenses are displayed and non-compliant subcontractors are excluded.
Handling License Query Failures
Given temporary unavailability of the external licensing database, when the system fails to retrieve license data, then it logs the error, marks the subcontractor status as 'Pending Verification', and retries every hour up to three attempts.
Insurance Certificate Validation
"As a project manager, I want the system to validate insurance certificates against project requirements so that I am confident all subcontractors carry adequate coverage."
Description

Ingests subcontractor insurance certificates, parses key details (coverage amounts, policy periods, insurer information), and validates them against project-specific insurance requirements. Flags certificates that are missing, expired, or below required coverage thresholds. Sends automated follow-up requests to subcontractors for missing or invalid certificates.

Acceptance Criteria
Valid Insurance Certificate Ingestion
Given a subcontractor uploads an insurance certificate that meets or exceeds project requirements, when the system processes the document, then key details (coverage amounts, policy periods, insurer information) are correctly parsed and stored, and the certificate status is marked as valid.
Expired Insurance Certificate Detection
Given an uploaded insurance certificate with an end date before the project start date, when the system validates the certificate, then the certificate is flagged as expired and its status set to invalid.
Missing Insurance Certificate Follow-Up
Given a subcontractor has not uploaded any insurance certificate by the specified deadline, when the system checks for required documents, then the certificate is flagged as missing and an automated follow-up request email is sent to the subcontractor.
Insufficient Coverage Flagging
Given a certificate is uploaded with coverage amounts below the project-specific thresholds, when the system validates the certificate, then the certificate is flagged as insufficient coverage and the status is marked invalid.
Automated Reminder for Outstanding Certificates
Given a follow-up request has been sent and no valid certificate has been received within the reminder interval, when the reminder schedule triggers, then the system sends an automated reminder notification to the subcontractor.
Safety Record Compliance Check
"As a compliance officer, I want the system to automatically check subcontractors’ safety records so that I can identify potential risks before awarding bids."
Description

Harvests safety performance data from OSHA logs, EMR rates, and subcontractor-provided safety documents. Calculates compliance scores based on predefined safety benchmarks and industry standards. Highlights subcontractors with substandard safety records and provides recommendations for corrective actions.

Acceptance Criteria
OSHA Log Data Integration
Given the system is connected to the OSHA logs database When it queries for a subcontractor’s safety performance Then it imports all relevant records within 2 minutes and displays them on the subcontractor profile
EMR Rate Retrieval
Given each subcontractor profile includes an EMR identifier When the system requests EMR data from the insurance provider’s API Then the correct EMR rate is fetched and displayed with a timestamp of retrieval
Subcontractor Document Upload
Given a subcontractor uploads safety documents in PDF or image format When files are submitted Then the system validates file type, extracts key data points, and stores them within 5 minutes without errors
Compliance Score Calculation
Given imported OSHA logs, EMR rates, and subcontractor safety documents When the system runs the compliance algorithm Then it calculates a compliance score accurate to predefined benchmarks within ±0.1 and flags any missing data inputs
Highlighting Non-Compliant Subcontractors
Given subcontractor compliance scores below the threshold When the dashboard is viewed Then those subcontractors are highlighted in red and the system provides at least two corrective action recommendations
Compliance Dashboard & Alerts
"As an operations lead, I want a centralized dashboard with alerts for compliance issues so that I can proactively address expirations and avoid project delays."
Description

Displays a consolidated view of each subcontractor’s compliance status across licenses, insurance, and safety records. Generates real-time alerts for upcoming expirations or newly identified non-compliance issues. Allows users to configure notification channels (email, SMS, in-app) and escalation paths.

Acceptance Criteria
Dashboard Displays Subcontractor Compliance Overview
Given the user navigates to the Compliance Dashboard, When the dashboard loads, Then the system displays a list of all subcontractors with their current compliance status for licenses, insurance, and safety records, with visual indicators for compliant, expiring soon (within 30 days), and non-compliant statuses.
Alert Generated for Imminent License Expiration
Given a subcontractor's license expiration date is within 30 days, When the daily compliance check runs, Then the system generates an 'Imminent License Expiration' alert on the dashboard for that subcontractor.
Notification Delivery via Configured Channels
Given a user has configured email, SMS, and in-app notifications for compliance alerts, When an alert is generated, Then the system sends the alert via each selected channel within 5 minutes of generation and logs the delivery status.
Escalation Path Triggered After Missed Compliance Renewal
Given an alert remains unacknowledged for 72 hours, When the escalation rule is triggered, Then the system sends an escalation notification to the next stakeholder in the configured escalation path via the specified channels.
Real-time Status Update on Document Upload
Given a subcontractor uploads a valid insurance certificate document, When the upload is completed, Then the system validates the document, updates the subcontractor's insurance compliance status to 'Valid', and reflects this change on the dashboard within 60 seconds.
Audit Trail & Reporting
"As an auditor, I want detailed, exportable compliance reports and an immutable audit trail so that I can verify that all subcontractors met regulatory requirements."
Description

Maintains an immutable log of all compliance checks, document uploads, and verification outcomes. Allows users to generate exportable compliance reports for internal audits, stakeholder reviews, and regulatory inspections. Supports filtering by date range, subcontractor, and compliance category.

Acceptance Criteria
Immutable Log Recording
Given a compliance event (license verification, insurance check, or safety record update) occurs, When the event is processed by the system, Then an immutable audit log entry is created with timestamp, user ID, event type, and document hash.
Audit Trail Filtering
Given a user accesses the audit trail interface, When filters for date range, subcontractor, or compliance category are applied, Then only log entries matching those filters are displayed in the dashboard.
Exportable Compliance Report
Given a user selects a date range and filter criteria, When they request an export, Then the system generates and downloads a CSV or PDF containing all filtered audit log entries with full detail.
Tamper-Proof Log Verification
Given an auditor reviews the audit log, When they run the integrity check, Then the system validates entries using digital signatures or hash chains to confirm no alterations.
Stakeholder Review Report Sharing
Given a project manager shares a compliance report, When they generate a shareable link or send via email, Then recipients receive a view-only report reflecting current audit log data and metadata.

DiversityTrack

Identifies and highlights subcontractors from underrepresented groups—women-owned, minority-owned, veteran-owned—based on your diversity goals. Simplifies inclusive sourcing, supports corporate social responsibility, and helps meet diversity targets.

Requirements

Diversity Certification Tagging
"As a project manager, I want subcontractors to be automatically tagged with their diversity certifications so that I can quickly identify eligible vendors without manual review."
Description

Automatically tag subcontractors with diversity certifications (women-owned, minority-owned, veteran-owned) based on self-reported data and verified documents, ensuring accurate categorization for diversity tracking. Integrates seamlessly with the subcontractor profiles and updates tags in real-time as certifications change.

Acceptance Criteria
Profile Creation Tagging
Given a new subcontractor profile is created with self-reported diversity certification and verified document uploaded, When the profile is saved, Then the corresponding diversity certification tag (women-owned, minority-owned, or veteran-owned) is automatically applied to the profile.
Real-Time Certification Update
Given an existing subcontractor updates their certification status or uploads a new verified document, When the system processes the update, Then the diversity certification tag on the profile is updated in real-time without manual intervention.
Bulk Import Tagging
Given a CSV import of subcontractor data includes certification fields and links to verification documents, When the import is executed, Then each subcontractor record is tagged accurately based on the provided certification data and verified documents, and any tagging errors are logged.
Manual Verification Override
Given a subcontractor’s certification tagging is incorrect, When an administrator manually reviews and selects a new certification status, Then the system updates the tag and logs the override with timestamp and admin ID.
Certification Tag Removal
Given a subcontractor’s certification expires or is revoked, When the expiration date passes or revocation document is verified, Then the system automatically removes the corresponding certification tag and notifies relevant stakeholders.
Diversity Filter and Search
"As a procurement specialist, I want to filter subcontractors by diversity category so that I can identify and source from underrepresented groups efficiently."
Description

Provide filters and search capabilities that allow users to narrow subcontractor lists by diversity categories, enabling targeted sourcing based on specific diversity goals. Ensures that users can combine diversity filters with other criteria like trade or location for precise results.

Acceptance Criteria
Single Diversity Category Filter Application
Given a list of subcontractors with various diversity flags, When the user selects a single diversity category filter (e.g., “minority-owned”), Then only subcontractors matching that category appear in the results.
Multiple Diversity Categories Combination
Given a list of subcontractors with multiple diversity flags, When the user selects more than one diversity category filter (e.g., “women-owned” and “veteran-owned”), Then only subcontractors matching all selected categories appear in the results.
Diversity Filter Combined with Trade Filter
Given a list of subcontractors tagged by trade and diversity, When the user selects a diversity category (e.g., “minority-owned”) and a trade filter (e.g., “electrician”), Then only subcontractors matching both filters appear in the results.
Diversity Filter Combined with Location Filter
Given a list of subcontractors tagged by location and diversity, When the user applies a diversity category filter (e.g., “women-owned”) and a location filter (e.g., “Los Angeles”), Then only subcontractors matching both criteria appear in the results.
No Matching Subcontractors Handling
Given a list of subcontractors and applied filters that yield no matches, When the user applies any combination of diversity and other filters, Then the system displays a clear “No subcontractors found” message along with options to reset filters.
Diversity Goals Dashboard
"As a diversity officer, I want to see a dashboard showing our progress toward diversity goals so that I can monitor performance and adjust strategies proactively."
Description

Create a dashboard widget that visualizes progress against diversity targets, displaying metrics such as percentage of bids from underrepresented groups, number of certified subcontractors engaged, and gaps relative to goals. Supports customization for different project and corporate-level diversity objectives.

Acceptance Criteria
Overall Diversity Progress Visualization
- Given project-level diversity targets are set, when a user views the Diversity Goals Dashboard, then the widget displays actual percentage of bids from each underrepresented group alongside target percentages. - Progress bars must reflect percentage completion with appropriate color coding: green for ≥100%, yellow for 75%-99%, red for <75%. - Numeric indicators must update within 5 seconds of latest bid submissions.
Custom Target Configuration
- Given a user has corporate-level diversity goals, when the user customizes targets per project, then the dashboard widget updates to display the new targets in the selection dropdown and underlying calculations. - Custom targets persist across sessions and are stored per project and corporate level.
Gap Identification Analysis
- Given actual bid percentages below targets for any group, when a user clicks on the gap indicator, then the system displays a breakdown of categories where bids are lacking, including list of missing subcontractor types. - The dashboard calculates and shows additional bids needed to meet 100% of each target.
Subcontractor Engagement Metrics
- Given bids have been awarded, when a user filters the dashboard by certified subcontractors, then the widget displays number of certified underrepresented subcontractors engaged versus total engaged. - The metric updates in real-time and includes drill-down to list of subcontractors with contact links.
Real-Time Data Refresh Verification
- Given new bid invitations or responses are entered into the system, when data sync occurs, then the dashboard widget reflects these changes within 10 seconds. - The system logs timestamp of last refresh visible to the user.
Automated Diversity Reporting
"As a compliance manager, I want automated diversity reports so that I can provide stakeholders with up-to-date compliance data without manual compilation."
Description

Generate automated reports at configurable intervals that summarize subcontractor diversity participation, compliance status, and goal attainment, exportable in PDF and CSV formats. Facilitates audit-ready documentation and simplifies stakeholder communication.

Acceptance Criteria
Scheduled Interval Report Generation
Given an administrator sets the reporting interval to monthly, When the scheduled date and time are reached, Then the system automatically generates the diversity participation report and stores it in the Reports section with a timestamp.
Diversity Participation Data Integrity
Given the report covers the selected period, When the report is generated, Then it must include all subcontractor bids within that period and accurately flag each as women-owned, minority-owned, or veteran-owned according to their profile data.
Report Export in PDF and CSV
Given a user selects a generated report, When they choose export, Then the system must successfully export the report in both PDF and CSV formats, preserving data structure and formatting for each format.
Diversity Goal Compliance Summary
Given the organization’s diversity goals are configured, When the report is generated, Then it must calculate and display percentage attainment toward each goal and flag any objectives not yet met.
Audit-Ready Report Metadata Inclusion
Given a report has been generated, When a user reviews its details, Then the report must include metadata fields for generation timestamp, report version, and the name of the user or process that initiated it.
Diversity Alerts and Notifications
"As a construction administrator, I want to receive alerts when we are not meeting diversity targets so that I can take corrective action promptly."
Description

Set up alerts and notifications for key diversity milestones and potential shortfalls, such as when diversity participation falls below targets or when new certified subcontractors are added. Sends notifications via email and in-app messaging to relevant team members.

Acceptance Criteria
Diversity Shortfall Alert Triggered
Given a bid closes with diversity participation below target, when the system processes the bid closure, then an email and in-app notification are sent to the assigned team members containing the bid ID, actual participation percent, target percent, and a prompt to take corrective action.
New Certified Subcontractor Added
Given an admin adds a subcontractor with a diversity certification, when the subcontractor record is saved, then the system sends an email and in-app notification to users in the sourcing team, including the subcontractor's name, certification type, and link to their profile.
Weekly Diversity Summary Dispatch
Given it is 9:00 AM every Monday, when the system triggers the summary job, then an email is sent to all project owners with a table showing each active bid's diversity participation status (actual vs target), any shortfalls, and list of new certified subs added in the past week.
Upcoming Deadline Diversity Reminder
Given a bid deadline is three days away and current diversity participation is below target, when the system runs its daily check at 8:00 AM, then an email and in-app reminder are sent to relevant team members, specifying the bid, days remaining, current vs target rates, and recommended next steps.
Certification Expiry Warning
Given a subcontractor's diversity certification expires in 30 days, when the system runs its nightly scan, then it sends an email and in-app notification to procurement managers listing the subcontractor's name, certification type, and expiry date, to prompt renewal actions.
Certification Database Integration
"As an operations manager, I want our system to verify subcontractor diversity certifications automatically so that I can trust the accuracy of our diversity data without additional effort."
Description

Integrate with external certification databases (e.g., SBA, state registries) to automatically verify subcontractor diversity credentials, reducing manual validation. Maintains updated certification records by syncing at scheduled intervals.

Acceptance Criteria
Automatic Credential Verification on Profile Creation
Given a subcontractor submits diversity certification details When the system performs an automatic sync with external certification databases Then the certification status is validated and displayed on the profile within 5 minutes with discrepancies logged
Scheduled Daily Certification Sync
The system triggers a daily sync job at 02:00 AM, retrieves updated certification records from all configured external databases, and updates local profiles within 1 hour with success and error logs generated
On-Demand Certification Re-Verification
Given a user requests manual re-verification for a subcontractor When the request is submitted Then the system initiates an immediate sync with specified certification databases and updates the subcontractor’s certification status within 10 minutes, notifying the user of the outcome
Revoked Certification Flagging
When an external database returns a revoked or invalid certification status Then the system flags the subcontractor’s profile as uncertified, archives the previous certification record, and sends an email notification to the project manager within 1 hour
API Unavailability Error Handling
If an external certification API is unreachable for more than 5 minutes Then the system retries the request every 2 minutes up to 3 times, logs each attempt, and alerts the admin of prolonged unavailability without disrupting other operations

Overrun Predictor

Harnesses historical cost data and current bid parameters to forecast potential budget overruns before submission, empowering users to adjust estimates and safeguard profitability.

Requirements

Historical Data Ingestion
"As a project manager, I want to easily import and validate past project cost data so that the Overrun Predictor can leverage accurate historical information for reliable forecasts."
Description

Enable the system to import, validate, and normalize historical cost data from various sources (spreadsheets, ERP systems, CSV files) to provide a robust dataset for overrun forecasting. This requirement ensures data integrity, consistency, and readiness for analysis within the BidSwift ecosystem, reducing manual effort and errors in preparing historical records.

Acceptance Criteria
CSV Historical Cost Data Import
Given a valid CSV file containing historical cost records with required headers When the user uploads the CSV file for ingestion Then the system parses and maps each record correctly And the system displays a summary showing the number of records imported, rejected, and errors logged
ERP System Data Synchronization
Given valid ERP system credentials and endpoint configured When the scheduled sync job runs Then the system retrieves all new and updated historical cost records And maps and stores them in the BidSwift database with no data loss And logs any mismatches or connection errors
Spreadsheet Historical Data Upload
Given an Excel spreadsheet uploaded via the UI When the user initiates the import process Then the system validates column headers and data formats And converts the spreadsheet into normalized cost records ready for analysis
Missing Field Validation
Given incoming data records with missing required fields When the data ingestion runs validation Then the system rejects incomplete records And provides detailed error messages specifying missing fields for each rejected record
Unit and Currency Normalization
Given records containing various unit measurements and currency formats When the ingestion and normalization process executes Then the system converts all units to standard measurement units And applies the current exchange rates to normalize all amounts to the base currency
Bid Parameter Input Interface
"As an estimator, I want a clear form to input all relevant bid parameters so that the Overrun Predictor can use up-to-date project details to forecast overruns."
Description

Provide an intuitive user interface for entering current bid parameters—including material costs, labor rates, project scope, and contingencies—ensuring seamless integration with existing bid creation workflows. The interface should guide users through parameter entry, validate inputs, and store them for use in forecasting algorithms.

Acceptance Criteria
First-Time Parameter Entry
Given a user accesses the Bid Parameter Input Interface for the first time, when they complete all required fields (material costs, labor rates, project scope, contingencies) and click Save, then the interface displays a confirmation message and stores the parameters successfully.
Input Validation and Error Handling
Given a user enters invalid data (e.g., non-numeric values in cost or rate fields), when they attempt to submit the form, then the system highlights each invalid input with an inline error message and prevents form submission until corrections are made.
Existing Parameter Modification
Given a user selects an existing bid parameter set for editing, when they update any parameter value and confirm the changes, then the system saves the updates and displays the revised parameters in the interface.
Data Persistence Across Sessions
Given a user logs out after entering bid parameters, when they log back in and navigate to the Bid Parameter Input Interface, then all previously saved parameters are loaded into the form fields and are available for review or editing.
Integration with Bid Creation Workflow
Given a user navigates through the bid creation workflow to the parameter input step, when they arrive at the interface, then it preloads relevant project defaults and allows the user to seamlessly enter or adjust parameters before proceeding to the forecasting tool.
Forecast Algorithm Engine
"As an estimator, I want the system to analyze past and current bid data to predict risks of budget overruns so that I can adjust estimates before submission."
Description

Develop and integrate a predictive analytics engine that applies statistical models and machine learning techniques to historical and current bid data to forecast potential cost overruns. The algorithm should be configurable, scalable, and optimized for accuracy, allowing continuous refinement as more data becomes available.

Acceptance Criteria
Initial Overrun Forecast Calculation
Given a set of historical cost data and current bid parameters, when the forecast request is executed, then the system returns both an overrun probability and an estimated overrun amount within 5 seconds.
Algorithm Retraining with New Data
Given new bid data is added to the dataset, when the nightly retraining job runs, then the model parameters are updated automatically without manual intervention.
User-Defined Parameter Adjustment
Given a user sets a custom sensitivity threshold for overrun alerts, when the forecast is generated, then the system issues alerts only if the predicted overrun probability meets or exceeds the user-defined threshold.
Scalability Under High Data Volume
Given an input batch of one million records, when running the forecast algorithm, then the process completes within 60 seconds and CPU utilization remains under 80%.
Accuracy Validation Against Historical Outcomes
Given a historical validation dataset, when comparing predicted overruns to actual outcomes, then the algorithm achieves at least 90% predictive accuracy.
Real-Time Overrun Alerts
"As a contractor, I want to receive immediate alerts when the Overrun Predictor identifies a high risk of cost overruns so that I can revise my bid estimates before deadlines."
Description

Implement a notification system that continuously monitors forecast outputs and triggers alerts when projected cost overruns exceed predefined thresholds. Alerts should be delivered via in-app notifications, email, or SMS, enabling timely adjustments and proactive decision-making.

Acceptance Criteria
Cost Overrun Threshold Exceeded
Given a bid forecast shows a cost overrun greater than the predefined threshold, When the system processes the forecast output, Then an in-app notification, email, and SMS alert must be generated and delivered to the assigned user within 5 minutes.
User Custom Threshold Setup
Given a user has set a custom cost overrun threshold at the project level, When the threshold is saved in user settings, Then subsequent forecast outputs exceeding this threshold trigger alerts consistent with the new value.
Multi-Channel Notification Delivery
Given alerts are configured for multiple channels, When an overrun alert is triggered, Then the system sends notifications via all selected channels (in-app, email, SMS) and logs the delivery status for each channel.
Threshold Adjustment Overrides
Given a user adjusts the overrun threshold after an alert is triggered, When the adjustment is saved, Then no further alerts are sent for forecast outputs within the new threshold, and historical alerts remain logged.
Alert Resolution and Dismissal
Given a user marks an overrun alert as resolved, When the user dismisses the alert in the dashboard, Then the alert is removed from active notifications and recorded as resolved in the audit log.
Interactive Adjustment Dashboard
"As a user, I want to interactively tweak cost inputs and instantly view the impact on overrun risk so that I can fine-tune my estimates for optimal profitability."
Description

Create an interactive dashboard where users can review forecasted overruns, drill down into contributing factors, and adjust individual cost parameters to see real-time impact on overrun risk. This interface fosters data-driven decision-making and helps users optimize their bids.

Acceptance Criteria
Dashboard Overrun Display
Given the user navigates to the Interactive Adjustment Dashboard When the system loads forecast data Then the forecasted overrun is displayed as a numeric value and percentage in the summary panel within 2 seconds.
Drill-down Cost Category Breakdown
Given an overrun forecast exists When the user clicks a category bar in the chart Then a detailed breakdown of cost factors, including labor, materials, and equipment, is displayed in a side panel.
Real-time Parameter Adjustment
Given the breakdown panel is open When the user adjusts a cost parameter slider Then the overrun forecast updates in real time without page reload, reflecting the new estimate within one second.
Threshold Alert Configuration
Given the user sets an overrun threshold alert When the predicted overrun exceeds the threshold Then the dashboard highlights the overrun in red and shows an alert notification.
Custom Adjustment Persistence
Given the user makes parameter adjustments and clicks 'Save' When the user returns to the dashboard Then the previously saved adjustments and forecast results are loaded automatically.
Dashboard Integration and Reporting
"As a project director, I want to view overrun forecasts on the main dashboard and export detailed reports so that I can share insights with my team and clients."
Description

Integrate overrun prediction results into the main BidSwift dashboard and enable exportable reports (PDF, Excel) summarizing forecast analysis, key risk indicators, and adjustment recommendations. This ensures visibility across teams and supports documentation for stakeholder review.

Acceptance Criteria
Overrun Prediction Dashboard Display
Given the user navigates to the main BidSwift dashboard, when the overrun predictor module completes analysis for a selected bid, then the dashboard displays the predicted budget overrun percentage with color-coded severity indicators and a timestamp of the last update.
Export Forecast Report as PDF
Given the user has run an overrun prediction for a bid, when the user selects the 'Export' option and chooses PDF format, then the system generates a downloadable PDF containing the forecast analysis summary, key risk indicators, and adjustment recommendations, formatted according to the approved report template.
Export Forecast Report as Excel
Given the user has reviewed overrun prediction results, when the user selects 'Export' and chooses Excel format, then the system generates a downloadable .xlsx file with separate sheets for forecast data, risk indicators, and recommended cost adjustments, preserving column headers and data formatting.
Filter Dashboard by Key Risk Indicators
Given the dashboard displays multiple bids with overrun predictions, when the user applies a filter based on a selected risk indicator threshold, then the dashboard updates to show only bids whose risk indicator scores meet or exceed the threshold, and the filter criteria are displayed clearly at the top of the dashboard.
View Adjustment Recommendations Details
Given the user views a bid’s overrun prediction summary on the dashboard, when the user clicks the 'View Recommendations' link, then a modal or expanded panel opens, displaying a detailed breakdown of each suggested cost adjustment with rationale and impact on total budget.

Delay Detector

Analyzes project timelines, resource availability, and subcontractor schedules to identify scheduling conflicts early, delivering actionable alerts and recommended adjustments to keep bids on track.

Requirements

Timeline Data Integration
"As a project manager, I want the system to automatically import and update scheduling data from all relevant sources so that I can rely on consistent, real-time information without manual compilation."
Description

Enable seamless ingestion and synchronization of project schedules, resource availability, and subcontractor timelines from various sources into the Delay Detector module, ensuring up-to-date and accurate data for analysis.

Acceptance Criteria
Project Schedule CSV Import
Given a user uploads a valid CSV file with project schedule data When the system parses and validates the file Then all project milestones and tasks are ingested into the Delay Detector dashboard within 2 minutes without errors
Resource Availability API Sync
Given a configured third-party API endpoint for resource availability When the system runs a scheduled synchronization Then the latest resource availability data is retrieved, stored in the database, and matches the source with zero discrepancies
Subcontractor Timeline Integration
Given multiple subcontractor timeline inputs from different sources When the system ingests these timelines Then all timelines are merged into a unified project view without duplicates and any scheduling gaps are identified
Conflict Resolution Handling
Given overlapping or conflicting timeline entries from integrated sources When the system detects conflicts Then it generates real-time alerts and provides at least one recommended schedule adjustment
Real-time Data Refresh
Given real-time data feed subscriptions When a source schedule update occurs Then the Delay Detector dashboard reflects the updated data within 30 seconds with accurate timestamps
Conflict Detection Algorithm
"As a bid coordinator, I want the system to detect and highlight any upcoming scheduling conflicts so that I can address them proactively and keep bids on track."
Description

Implement an advanced analysis engine that processes synchronized timeline data to identify potential scheduling conflicts and delays, using rule-based logic and predictive modeling to flag issues before they impact bid deadlines.

Acceptance Criteria
Overlapping Timeline Conflict Detection
Given synchronized project and subcontractor schedules, when a general contractor milestone overlaps with a subcontractor unavailability window, then the engine flags the conflict, marks it critical, and logs the details in the dashboard within 3 seconds.
Resource Overcommitment Identification
Given resource allocation data for multiple bids, when a single resource is assigned more hours than available capacity in a given timeframe, then the algorithm highlights the overcommitment and suggests reallocation options.
Delay Impact Projection on Bid Deadlines
Given forecasted delays and current timelines, when a predicted delay pushes any milestone beyond its allocated date, then the system calculates the new bid submission impact and alerts the user with at least one alternative schedule adjustment.
Real-time Schedule Adjustment Alerts
Given real-time updates to subcontractor availability, when a change reduces buffer time below the defined threshold of 24 hours, then the system sends an immediate alert to the project manager and displays recommended adjustments.
False Positive Rate Below Threshold
Given a test dataset of known non-conflicting timelines, when the algorithm runs, then it must not flag more than 5% false positives across all test cases.
Automated Alert Notification
"As a subcontractor, I want to receive immediate notifications when my schedule may cause a project delay so that I can adjust my commitments or resources accordingly."
Description

Develop a notification system that sends timely, actionable alerts via email, SMS, or in-app notifications to relevant stakeholders when potential delays or conflicts are detected, including context and severity levels.

Acceptance Criteria
Stakeholder Receives Email Alert for Potential Delay
Given a scheduling conflict is detected, when the system generates an email alert to the project manager, then the email must include the project name, conflict description, severity level, recommended adjustment steps, and be delivered within 2 minutes of detection.
SMS Notification Delivered to Subcontractor for Resource Unavailability
Given a subcontractor’s resource unavailability is identified, when the system triggers an SMS alert, then the message must be sent to the subcontractor’s registered phone number within 1 minute and include project ID, conflict date, and a severity indicator.
In-App Alert Displayed to General Contractor in Dashboard
Given a delay or conflict is logged, when the contractor accesses the real-time dashboard within 2 hours, then a visible in-app notification must appear with conflict context, severity color code, timestamp, and a link to recommended adjustments.
Stakeholder Can Acknowledge Alert via Notification
Given an alert is received via email, SMS, or in-app, when the stakeholder clicks ‘Acknowledge,’ then the system must record the acknowledgment timestamp, update alert status to acknowledged, and display the acknowledgement in alert history.
Escalation Notification Sent if Alert Unacknowledged After Threshold
Given an alert remains unacknowledged after 4 hours, when the threshold is reached, then the system must automatically send escalation emails to secondary stakeholders including the original alert context and escalation notice within 5 minutes.
Adjustment Recommendation Module
"As a general contractor, I want suggestions for how to reallocate resources or adjust task sequences so that I can resolve conflicts with minimal impact on project timelines."
Description

Provide intelligent recommendations for schedule adjustments by analyzing alternative resource allocations and timeline shifts, offering optimized scenarios to resolve detected conflicts and minimize delay risk.

Acceptance Criteria
Detection of Resource Assignment Conflict
Given a project timeline with overlapping resource assignments, When the Adjustment Recommendation Module analyzes the schedule, Then it flags the conflict and provides at least one alternative resource allocation option within 30 seconds.
Visualization of Timeline Shift Recommendation
Given a detected schedule delay, When the user accesses the recommendations panel, Then the module displays at least two alternative timeline shift options, each with projected completion dates and resource impact metrics.
Selection and Acceptance of Adjustment Scenario
Given multiple recommended scenarios, When the user selects a preferred option, Then the system applies the adjusted schedule to the bid dashboard and updates all related resource and deadline fields in real time.
Automated Notification of Bulk Adjustments
Given a set of projects requiring concurrent adjustments, When the module processes bulk recommendations, Then it generates and sends notifications to all assigned subcontractors and internal stakeholders and logs the notification status.
Low-Risk Adjustment Proposal
Given resource slack within a project, When generating recommended adjustments, Then the module ranks options by risk level, highlights those below the defined risk threshold, and presents the lowest-risk option first.
Delay Impact Visualization
"As an operations lead, I want to see a visual representation of delay impacts on the project schedule so that I can quickly understand problem areas and communicate them to my team."
Description

Create an interactive dashboard component that visually highlights the location and severity of detected delays within the project timeline, using color-coding, Gantt chart overlays, and drill-down capabilities for detailed analysis.

Acceptance Criteria
Visual Highlight of Delay Severity
Given one or more tasks have delays detected, when the delay visualization loads, then each delayed task is color-coded by severity: red for critical delays (greater than 5 days), orange for moderate delays (2–5 days), and yellow for minor delays (less than 2 days).
Gantt Chart Overlay Zoom
Given the user is viewing the project timeline, when the user zooms in or out on the Gantt chart, then the delay overlays and color-coding adjust dynamically to maintain correct date alignment and severity representation.
Drill-Down to Task Details
Given a delayed task is displayed on the Gantt chart, when the user clicks on the task bar, then a detail panel opens showing task name, original start and end dates, revised dates, delay duration, and delay reason.
Resource Conflict Tooltip
Given multiple subcontractor schedules overlap causing a conflict, when the user hovers over the conflict marker on the timeline, then a tooltip displays the conflicting tasks, involved subcontractors, and recommended adjustment dates to resolve the conflict.
Export Delay Visualization Report
Given the user needs to share insights, when the user selects the export function, then the system generates a PDF report capturing the current Gantt view, color legend for delays, and a summary table of delayed tasks with severity and recommended next steps.

Compliance Monitor

Scans contracts, local regulations, and safety standards to flag compliance risks automatically, ensuring bids meet legal and contractual requirements and reducing liability exposure.

Requirements

Document Scanner Integration
"As a bid manager, I want the system to automatically scan and extract contract details so that I can quickly feed accurate data into the compliance checks without manual transcription."
Description

Integrate a high-fidelity document scanning module that automatically extracts text and metadata from uploaded contracts, local regulations, and safety standard PDFs. The module should leverage OCR and AI-enhanced parsing to ensure accurate data capture and seamless ingestion into the Compliance Monitor pipeline. This integration reduces manual entry, accelerates compliance checks, and enhances data consistency across bid documents.

Acceptance Criteria
High-Fidelity OCR Accuracy Validation
Given a clean, high-resolution contract PDF When the document scanner module processes the PDF Then the OCR engine must extract at least 98% of all alphanumeric characters accurately and preserve original text formatting in the output
Metadata Extraction Completeness
Given a regulation or safety standard PDF containing metadata fields (title, effective date, section headers) When the module parses the document Then all expected metadata fields must be correctly identified, extracted, and mapped to the system’s metadata schema
PDF Batch Processing Efficiency
Given a batch of 50 standard bid documents in PDF format When the scanner processes the batch Then the module completes OCR and AI-enhanced parsing for all documents within 2 minutes without exceeding 70% CPU utilization and 1GB memory usage
Error Handling for Unsupported Formats
Given an unsupported, password-protected, or corrupted PDF When the scanner attempts processing Then the system logs a descriptive error message, flags the document as unprocessable in the dashboard, and continues processing remaining files without interruption
Seamless Ingestion into Compliance Monitor
Given parsed text and metadata output from the document scanner When the data is forwarded to the Compliance Monitor pipeline Then the system must successfully ingest all extracted information into the database and automatically trigger the appropriate compliance risk checks
Regulation Database Sync
"As a compliance officer, I want the system to keep its regulations library current so that I can rely on the latest legal requirements when evaluating bids."
Description

Develop a synchronization mechanism that regularly updates the internal regulations and safety standards repository by connecting to authoritative local, state, and federal compliance data sources. The sync process must handle incremental updates, conflict resolution, and data versioning to maintain an up-to-date compliance reference library.

Acceptance Criteria
Initial Full Data Synchronization
Given the system has no existing regulation data When the sync process is triggered for the first time Then all active local, state, and federal regulations are retrieved and stored in the repository And each regulation entry includes source metadata, timestamp, and unique identifier.
Incremental Update Application
Given the repository contains existing regulation records When new or updated regulations become available at the source Then the sync process retrieves only the changed records And updates or inserts them into the repository without duplicating unchanged entries And logs the number of records processed.
Conflict Detection and Resolution
Given a regulation exists in the repository with version X When the sync process encounters a conflicting version Y for the same regulation ID Then the system flags the conflict And applies the predefined resolution strategy (e.g., latest timestamp wins) And records the resolution decision in the audit log.
Scheduled Automatic Sync Execution
Given the sync schedule is configured (e.g., daily at 02:00) When the scheduled time is reached Then the sync process starts automatically without manual intervention And sends a success or failure notification to the admin dashboard.
Version History and Rollback Verification
Given multiple versions of regulation records are stored with version numbers When an administrator requests to view or rollback to a previous version Then the system retrieves the selected version And restores the repository state to match that version And records the rollback action in the audit log.
Automated Risk Flagging
"As a project lead, I want the system to highlight compliance risks with severity levels so that I can prioritize and address the most critical issues before bid submission."
Description

Implement AI-driven rule engines that analyze extracted contract and regulation data to automatically detect and flag potential compliance risks such as missing clauses, expired certifications, or conflicting requirements. The system should categorize flags by severity, provide explanations, and link directly to the source documents.

Acceptance Criteria
Detect Missing Mandatory Clauses on Upload
Given a user uploads a contract document, when the AI engine analyzes it, then all predefined mandatory clauses are identified and any missing clause is flagged with a 'High' severity risk.
Identify Expired Certifications in Contract
Given a contract references required partner certifications, when the system cross-references current certification validity dates, then any expired or about-to-expire certification is flagged with 'Medium' severity and highlighted in the dashboard.
Highlight Conflicting Contract Requirements
Given multiple clauses within a contract or between contract and regulations, when the AI rule engine detects logical conflicts (e.g., overlapping deadlines or contradictory terms), then each conflict is flagged with 'High' severity and a conflict description provided.
Categorize Compliance Flags by Severity
Given a set of compliance risk flags generated from contract analysis, when the dashboard displays them, then each flag is categorized into 'High', 'Medium', or 'Low' severity based on predefined risk thresholds and color-coded accordingly.
Link Flags to Source Documents
Given a compliance risk flag is displayed, when a user selects the flag, then the system navigates directly to the specific contract or regulation document section where the risk was detected, highlighting the relevant text.
Custom Rule Builder
"As a subcontractor, I want to create custom compliance rules tailored to my unique client requirements so that I can ensure bids adhere to specialized conditions."
Description

Provide an interactive interface that allows users to define, test, and activate custom compliance rules based on project-specific criteria or unique contractual obligations. The builder should support logical operators, threshold settings, and preview simulations to validate rule effectiveness before deployment.

Acceptance Criteria
User Defines a New Compliance Rule
Given the user is on the Custom Rule Builder page When they select contractual obligation type, set logical operators (AND/OR), define threshold values, and click Save Then the new custom rule is stored in the system and listed as active in the compliance rules dashboard
Preview Simulation of Custom Rule
Given a custom rule exists When the user uploads a sample contract and initiates the Preview Simulation Then the system evaluates the contract against the rule, highlights matching clauses, and displays a clear pass/fail summary
Edit Existing Custom Rule
Given an existing custom rule in the active rules list When the user updates the rule parameters (operators or thresholds) and clicks Save Then the system updates the rule configuration and applies the new settings in subsequent compliance scans
Validation of Invalid Rule Configuration
Given the user enters an invalid logical expression or missing threshold in the rule builder When the user attempts to Save Then the system prevents saving, displays an inline error message specifying the issue, and disables the Save button
Activate and Deactivate Custom Rule
Given a custom rule in the rule list When the user toggles the rule status to Inactive and confirms Then the rule is excluded from compliance scans until reactivated And when the user toggles back to Active Then the rule is included again in all new scans
Alert Notification System
"As a team member, I want to receive immediate notifications when compliance issues arise so that I can take swift corrective action and prevent bid rejections."
Description

Design a configurable alert system that sends real-time notifications via email, SMS, or in-app messages when new compliance risks are flagged, regulations are updated, or custom rule breaches occur. Users should be able to set their communication preferences and severity thresholds for alerts.

Acceptance Criteria
New Compliance Risk Flagged
Given a contract is uploaded and scanned When the system identifies a compliance risk Then the user receives a notification via their preferred channel within 1 minute
Regulation Update Detected
Given regulations are updated in the system database When relevant compliance rules change Then all users subscribed to that regulation receive an in-app message and email alert
Custom Rule Breach Alert
Given a user-defined rule is configured When a new contract or bid application violates that rule Then an SMS alert is sent to the user with the breach details
User Sets Communication Preferences
Given a user accesses notification settings When they select or deselect email, SMS, or in-app options Then the system saves their preferences and applies them on next notification
Severity Threshold Applied
Given severity levels are configured by the user When an alert is generated Then only alerts meeting or exceeding the user’s set severity threshold are delivered

Contingency Advisor

Calculates optimal contingency reserves based on project complexity and risk profiles, recommending buffer allocations that protect against unforeseen costs and enhance bid reliability.

Requirements

Risk Profile Import
"As a project manager, I want to import project risk factors from my existing templates so that the Contingency Advisor can assess project-specific risks without manual entry."
Description

Provide functionality to import and map project-specific risk factors from external sources such as CSV files or predefined templates. The system should validate and standardize imported data, ensuring compatibility with the Contingency Advisor’s risk analysis engine. This requirement enables users to quickly onboard their unique risk inputs without manual data entry, streamlining setup and improving data accuracy.

Acceptance Criteria
Risk Factors CSV File Upload
Given a user accesses the Risk Profile Import interface When they upload a properly formatted CSV file Then the system ingests the file without errors and displays a preview of the imported risk factors
Template-Based Import Execution
Given a user selects a predefined risk profile template When they initiate the import process Then the system maps template fields to the Contingency Advisor model and confirms field mappings before import
Data Validation Rules Enforcement
Given imported risk factor entries When the system runs validation Then any entries missing required fields or with invalid values are flagged with descriptive error messages and prevented from importing
Data Standardization Success
Given valid imported risk data When the system applies standardization rules Then all risk factors are transformed to the Contingency Advisor’s internal format and no data formatting issues remain
Import Confirmation Notification
Given a completed import operation When the system finishes processing Then the user receives a summary notification listing the number of successful imports, any skipped entries, and error details if applicable
Risk Profile Analysis
"As a project estimator, I want the system to analyze my project's risk factors and generate a risk profile so that I can understand the overall exposure before calculating contingencies."
Description

Implement a module that analyzes imported risk factors by categorizing each risk by probability and impact. The system should compute a composite risk profile score for the entire project, highlighting high-risk areas and providing a quantitative basis for contingency calculations. This analysis ensures that risk inputs are systematically evaluated and informs subsequent buffer recommendations.

Acceptance Criteria
Risk Factor Categorization
Given a list of imported risk factors with probability and impact inputs When the user views the risk matrix Then each risk is categorized into Low, Medium, or High for both probability and impact according to defined threshold values
Composite Risk Profile Score Calculation
Given a set of categorized risks When the system calculates the composite score Then the system multiplies each risk’s probability and impact scores, sums the results, and normalizes the total to a 0–100 scale
High-Risk Area Identification
Given the project’s composite risk profile score and individual risk scores When the user opens the Risk Analysis Dashboard Then risks with a composite score ≥ 75 are highlighted in red and listed under High-Risk Areas
Risk Profile Report Generation
Given a completed risk analysis When the user exports the Risk Profile Report Then the report includes the composite score, categorized risk list, highlighted high-risk areas, and a timestamp in PDF format
Contingency Buffer Recommendation Trigger
Given the generated composite risk score When the score is updated Then the system sends the score to the Contingency Advisor module and displays a recommended buffer percentage based on predefined mapping
Complexity Scoring Engine
"As a bidding contractor, I want the system to evaluate my project's complexity so that the contingency calculation can reflect both risk and complexity."
Description

Develop an engine that evaluates multiple project complexity parameters—such as size, duration, technical difficulty, and stakeholder engagement—to produce a standardized complexity score. The engine should integrate seamlessly with the risk profile analysis, providing a holistic view of project challenges. This ensures contingency calculations account for both risk and complexity dimensions.

Acceptance Criteria
Initial Complexity Score Generation
Given a new project with defined size, duration, technical difficulty, and stakeholder engagement parameters When the Complexity Scoring Engine processes these parameters Then a standardized complexity score between 0 and 100 is generated and displayed within 2 seconds
Integration with Risk Profile Analysis
Given an existing project risk profile When the Complexity Scoring Engine processes the project parameters Then the system combines complexity score with risk profile to present a unified challenge index
Real-Time Score Updates
Given modifications to any project complexity parameter When a user updates the parameter in the dashboard Then the Complexity Scoring Engine recalculates and updates the score in real time without page reload
Parameter Weight Adjustments
Given an administrator updates weightings for size, duration, technical difficulty, or stakeholder engagement When the new weights are saved Then all subsequent complexity scores reflect the updated weightings accurately
Edge Case Handling for Extreme Projects
Given project parameters exceed predefined thresholds When processed by the Complexity Scoring Engine Then the system caps the resulting complexity score at the maximum defined value and logs a warning
Contingency Calculation Algorithm
"As a project manager, I want the Contingency Advisor to calculate optimal contingency reserves based on risk and complexity so that my bid remains competitive yet protected against unexpected costs."
Description

Create a core algorithm that combines risk profile scores and complexity ratings with historical project data and configurable thresholds to calculate optimal contingency reserves. The algorithm should be transparent, adjustable, and capable of recalculating recommendations as inputs change. This requirement guarantees data-driven, reliable buffer recommendations that adapt to various project scenarios.

Acceptance Criteria
Risk Profile Processing
Given a project with defined risk profile scores and complexity ratings, when the algorithm runs, then it calculates contingency reserves within the expected range based on predefined risk thresholds.
Complexity Impact Adjustment
Given a change in the project complexity rating, when the algorithm recalculates, then the contingency reserve adjusts proportionally according to the configured complexity-weighted multiplier.
Historical Data Integration
Given available historical project cost variance data, when the algorithm processes this data, then it weights the contingency recommendation based on the historical variance within user-defined historical influence parameters.
Real-Time Recalculation
Given a user updates any input parameter (risk score or complexity rating), when the input is saved, then the algorithm recalculates the contingency recommendation in real time and updates the dashboard within 2 seconds.
Calculation Transparency
Given a displayed contingency recommendation, when the user views the calculation details, then the system presents a clear breakdown of input values, thresholds, weightings, and step-by-step computation.
Recommendation Dashboard
"As a contractor, I want to view recommended contingency amounts and underlying risk and complexity metrics in an interactive dashboard so that I can make informed adjustments to my bid."
Description

Design an interactive dashboard that displays recommended contingency reserves alongside underlying risk and complexity metrics. Users should be able to visualize allocation breakdowns, adjust input parameters in real time, and immediately see the impact on recommended buffers. This feature enhances decision-making by providing clear, actionable insights within the main BidSwift interface.

Acceptance Criteria
Initial Contingency Visualization
Given the user navigates to the Recommendation Dashboard, when the dashboard loads, then the recommended contingency reserve and at least three underlying metrics (complexity score, risk profile percentage, historical cost variance) are displayed as both charts and numeric values.
Real-Time Parameter Adjustment
Given the user adjusts any input parameter (e.g., project complexity slider, risk profile selector), when the adjustment is made, then the recommended contingency reserve recalculates and updates the display within 200 milliseconds.
Risk Metric Drill-Down
Given the user clicks on a displayed risk metric, when the metric is selected, then the dashboard expands to show detailed breakdown with at least three sub-metrics and explanatory tooltips for each.
Allocation Breakdown Export
Given the user clicks the 'Export' button, when a file type (PDF or CSV) is chosen, then a download is initiated containing the recommended reserve, adjusted input values, and full metric breakdown.
User Input Validation
Given the user enters an invalid or out-of-range parameter value, when the input is submitted, then an inline validation error message is displayed and the recalculation is disabled until all inputs are valid.
Export and Reporting
"As a stakeholder, I want to export the contingency analysis report so that I can share it with my team and document the decision-making process."
Description

Allow users to export detailed contingency analysis reports, including risk profiles, complexity scores, and recommended buffers, in multiple formats (PDF, Excel). The export should include versioning and timestamps for audit trails and stakeholder reviews. This requirement supports documentation needs and facilitates transparent communication with clients and project teams.

Acceptance Criteria
PDF Export with Versioning
Given a completed contingency analysis report, when the user selects 'Export to PDF', then the system generates a PDF file containing the full report content, version number, and export timestamp; the PDF filename includes the project ID, version number, and timestamp; and the PDF content matches the on-screen report including risk profiles, complexity scores, and recommended buffers.
Excel Export with Versioning
Given a completed contingency analysis report, when the user selects 'Export to Excel', then the system generates an XLSX file with separate sheets for risk profiles, complexity scores, and recommended buffers; the first sheet displays metadata including project ID, version number, and export timestamp; and all data cells accurately reflect the report values.
Audit Trail Timestamp Verification
Given any exported report, when the user inspects the report metadata, then the export timestamp recorded in the file matches the system time at the moment of export initiation; and the version number increments sequentially for each export of the same report.
Multiple Format Export Functionality
Given a completed report, when the user selects 'Export All', then the system packages both PDF and Excel versions into a single ZIP archive; the ZIP filename includes project ID, version number, and export timestamp; and both files within the ZIP pass their respective format validations.
Stakeholder Review Access
Given an exported report file, when a stakeholder downloads and opens the file using standard PDF or Excel viewers, then the file opens without errors; all content is present and correctly formatted; and file integrity is maintained with no data corruption.

Scenario Stress Test

Simulates worst-case scenarios—such as material price spikes or labor shortages—to visualize their impact on budget and schedule, enabling proactive risk mitigation strategies before bid submission.

Requirements

Data Ingestion Module
"As a project manager, I want to import baseline budget and schedule data from my existing spreadsheets so that I can quickly set up scenario stress tests without re-entering data."
Description

The system must allow users to import and configure baseline cost and schedule data from multiple sources (e.g., spreadsheets, ERP systems) into the Scenario Stress Test feature. It should support common file formats (CSV, XLSX), automated data validation, and mapping to the platform’s data model to ensure accurate and consistent inputs for scenario simulations, reducing manual data-entry errors and setup time.

Acceptance Criteria
CSV File Import Workflow
Given a user uploads a CSV file with baseline cost and schedule data in the platform’s required column structure, when the import is initiated, then the system successfully parses each record and displays a preview of mapped fields; and any missing or extra columns trigger a descriptive validation error preventing import until resolved.
XLSX File Import with Multiple Sheets
Given a user selects an XLSX workbook containing multiple sheets, when the user specifies which sheet contains the baseline data, then the system imports data only from the chosen sheet, correctly mapping headers to the data model and ignoring hidden or blank sheets.
Automated Data Validation During Import
Given the import process runs, when the system validates incoming records, then it ensures all numeric fields fall within predefined ranges, date fields conform to platform-supported formats, and duplicate entries are flagged for user review before finalizing import.
Data Mapping Configuration Persistence
Given a user customizes column-to-field mappings during an import session, when the user confirms the mappings, then the system saves the configuration under the user’s profile, applies it automatically for identical file structures in future imports, and allows users to edit or delete saved mappings.
Error Handling for Invalid Data Formats
Given a user uploads a file in an unsupported format or with corrupted data, when the import process detects the issue, then the system rejects the file, presents a clear error message explaining the problem, and provides guidance on acceptable formats and corrective actions.
Parameter Definition Interface
"As a cost estimator, I want to define and save custom scenario parameters like price spikes or labor shortages so that I can tailor simulations to our specific risk profiles."
Description

Provide an intuitive UI component where users can define, edit, and save custom stress parameters (e.g., material price increases, labor availability rates, weather delay probabilities) with adjustable ranges and probability distributions. The interface should integrate with existing dashboard controls, support parameter presets and templates, and validate inputs to ensure meaningful scenario setups.

Acceptance Criteria
Define New Stress Parameter
Given a user accesses the Parameter Definition Interface, when they input a unique parameter name, valid minimum and maximum values, and select a probability distribution, then the 'Save' button becomes enabled and upon clicking save, the new parameter appears in the parameter list with correct details.
Edit Existing Stress Parameter
Given an existing stress parameter is selected, when the user modifies its values or distribution and clicks 'Save', then the updated parameter list reflects the changes immediately and the old values are replaced accordingly.
Save Parameter Preset
Given a user configures multiple parameters, when they choose 'Save as Preset' and provide a preset name, then the preset is stored, appears in the presets dropdown, and can be applied to future scenarios.
Input Validation for Parameter Ranges
Given a user inputs minimum and maximum values, when the minimum is greater than or equal to the maximum or values are outside allowed limits, then the interface displays a validation error message and disables the Save button until corrected.
Integrate Parameters with Dashboard
Given parameters are defined or loaded from a preset, when the user runs a stress test scenario from the dashboard, then the test executes using the defined parameters and displays updated budget and schedule impact results.
Real-time Simulation Engine
"As a subcontractor, I want to see real-time impacts of stress scenarios on my bid budget so that I can adjust assumptions and understand risks instantly."
Description

Develop a backend simulation engine that processes defined stress scenarios and calculates their impact on project cost and schedule in real time. It should utilize efficient algorithms to handle multiple concurrent scenarios, automatically recalculate results upon parameter changes, and integrate seamlessly with the front-end to provide immediate feedback.

Acceptance Criteria
Processing Multiple Concurrent Scenarios
Given the engine receives 50 concurrent stress-test scenarios, when any parameter in any scenario is updated, then all scenario impacts are recalculated and returned within 2 seconds.
Real-Time Parameter Update
When a user modifies any simulation parameter (e.g., material cost), then the front-end receives updated simulation results within 1 second and displays the new cost and schedule impacts.
Accuracy of Cost Impact Calculations
Given a predefined stress scenario with known benchmark outputs, when the engine processes the scenario, then the calculated cost and schedule impacts match the benchmark values within a 1% tolerance.
Front-End API Response Time
When the front-end requests simulation results via the API, then the API returns the complete result set in the specified JSON schema within 200 milliseconds.
High-Load Fault Tolerance
Given 1,000 simultaneous simulation requests, when the engine is under full load, then it maintains at least 99% availability and no request returns an error.
Visualization Dashboard Enhancements
"As a user, I want interactive charts that highlight which factors most affect my bid outcome so that I can prioritize mitigation efforts effectively."
Description

Enhance the dashboard to display interactive charts and graphs (e.g., tornado diagrams, sensitivity matrices, comparative overlays) that illustrate the relative impact of each stress factor on cost and timeline. Include drill-down capabilities, tooltips for detailed insights, and export functionality to help users quickly identify key risk drivers.

Acceptance Criteria
Interactive Tornado Diagram Rendering
Given stress test data is loaded on the dashboard When the user selects "Tornado Diagram" Then the diagram renders within 2 seconds with bars sorted by cost impact descending and labeled with factor names and values
Sensitivity Matrix Drill-Down
Given a sensitivity matrix is displayed When the user clicks on any matrix cell Then a detailed modal opens showing the factor’s cost impact, timeline variance, sensitivity coefficient, and underlying data source
Comparative Overlay Toggle
Given multiple stress factors are selected When the user toggles "Comparative Overlay" Then line graphs for each factor appear overlaid on the same axes with distinct colors, a legend, and synchronized scales
Tooltip Detail Accuracy on Stress Factors
Given any chart (tornado, matrix, overlay) is visible When the user hovers over a chart element Then a tooltip appears showing factor name, baseline vs stressed value, percentage variance, and last updated timestamp
Chart Export Functionality
Given the user has a chart displayed When the user clicks "Export" and selects a format (PNG, PDF, CSV) Then the system generates and downloads a file named "<chart-type>_RiskAnalysis_<YYYYMMDD>" containing the chart image or data matching the on-screen view
Scenario Reporting and Export
"As a bidding team lead, I want to export comprehensive scenario reports to PDF so that I can share risk analysis with stakeholders and support decision-making."
Description

Implement a reporting module that generates detailed summary reports for each stress test scenario, including input parameters, simulation outputs, risk rankings, and mitigation recommendations. Reports should be exportable to PDF and shareable via email or integrated with document management systems for stakeholder review.

Acceptance Criteria
Generate Detailed PDF Report
Given a stress test scenario is completed, when the user selects 'Export to PDF', then the system generates a PDF including the scenario name, input parameters, simulation outputs, risk rankings, and mitigation recommendations formatted according to the corporate template within 5 seconds.
Email Stress Test Report
Given a PDF report exists, when the user selects 'Send via Email' and provides a valid email address, then the system attaches the PDF to an email with subject 'Stress Test Report - [Scenario Name]' and body template, sends it successfully, and logs the email transaction.
Integrate Report with Document Management System
Given the report is generated and DMS integration is configured, when the user selects 'Upload to DMS', then the system uploads the report with correct metadata (scenario ID, date, risk level) and displays a confirmation message with a link to the document in the DMS.
Include Risk Rankings in Summary Report
Given simulation outputs are available, when the report is generated, then each risk is ranked from highest to lowest based on predefined severity scores, and the report displays the top five risks with their scores.
Attach Mitigation Recommendations
Given the report generation process, when the report is compiled, then mitigation recommendations for each identified risk are included, drawn from the mitigation library, and formatted under each risk section.

Risk Insight Dashboard

Consolidates real-time risk metrics into an interactive dashboard, providing at-a-glance visibility of bid risk status, priority issues, and recommended actions to streamline decision-making.

Requirements

Real-Time Risk Data Aggregation
"As a project manager, I want to see real-time consolidated risk metrics so that I can quickly identify and act on emerging bid risks."
Description

The system must ingest and unify data from multiple sources—including bid invitations, historical performance records, and external risk ratings—in real time to provide up-to-the-minute risk metrics within the dashboard. This continuous integration ensures stakeholders have the latest insights, reduces manual updates, and supports timely decision-making.

Acceptance Criteria
Dashboard Initialization with Latest Risk Data
Given the user opens the Risk Insight Dashboard, when the system initializes, then all risk metrics displayed reflect data ingested within the last 5 seconds.
Continuous Data Stream Processing
Given multiple bid invitations, historical performance records, and external risk ratings are being updated, when the real-time ingestion pipeline runs, then the dashboard displays updated risk metrics without manual refresh and latency does not exceed 10 seconds.
Error Handling for Data Source Failure
Given one or more data sources fail or return errors, when the ingestion process encounters the failure, then the dashboard shows the last successful data timestamp and displays a clear error message indicating which source failed.
Data Source Addition without Downtime
Given a new data source is onboarded, when it is integrated into the real-time ingestion pipeline, then existing dashboard functionality remains available and the new source’s data begins populating within the next data cycle without system downtime.
Real-time Risk Score Update Frequency
Given ongoing bid updates and external rating changes, when risk scores change by more than 1%, then the dashboard automatically highlights the updated metric in real time and logs the update event in the audit trail.
Interactive Risk Visualization
"As a subcontractor estimating bids, I want to interactively explore risk visualizations so that I can better understand trends and underlying factors affecting bid success."
Description

Provide dynamic, interactive visual representations of risk data, such as heatmaps, trend lines, and gauge charts, allowing users to drill down into specific metrics or timeframes. The interactive elements should respond to user inputs with minimal latency and integrate seamlessly with the dashboard’s UI for intuitive exploration of risk factors.

Acceptance Criteria
Real-Time Heatmap Rendering
Given the dashboard is loaded and risk data is updated, when new risk metrics are received, then the heatmap must visually update to reflect changes within 500ms.
Trend Line Drill-Down Interaction
Given a user clicks on a point in the risk trend line, when the point is selected, then the dashboard displays detailed metrics for the corresponding timeframe in under 300ms.
Gauge Chart Contextual Tooltip
Given a user hovers over a risk gauge chart, when the hover event occurs, then a tooltip appears showing metric name, value, and threshold information within 200ms.
Latency Under Load
Given the dashboard handles a dataset of up to 10,000 risk records, when multiple interactive elements are used concurrently, then all visualizations respond within 800ms without errors.
UI Seamless Integration
Given the user navigates between dashboard sections, when interactive charts are rendered, then their style and layout remain consistent with the application’s UI guidelines without visual glitches.
Priority Issue Alerts
"As a bid coordinator, I want to receive immediate alerts for high-priority risk issues so that I can address them before they jeopardize project opportunities."
Description

Implement threshold-based alerting that automatically highlights and notifies users of critical risk issues—such as expiring documents, high-risk bids, or compliance gaps—directly on the dashboard and via email or in-app notifications. Configurable thresholds ensure alerts align with organizational risk tolerance and priorities.

Acceptance Criteria
Expiring Document Threshold Breach
Given a bid document has a due date that falls within the user-configured expiration threshold (e.g., 7 days), When the dashboard refreshes, Then the system highlights the bid entry with an expiring document icon and sends an in-app notification to the assigned user.
High-Risk Bid Identification
Given a bid's calculated risk score exceeds the high-risk threshold configured by the organization, When the bid is added or re-evaluated, Then the dashboard automatically flags the bid in the 'High Risk' section and emails the bid owner a notification.
Compliance Gap Detection
Given a bid is missing a required compliance document or has an incomplete compliance check, When the system runs the compliance validation process, Then the dashboard displays a compliance gap alert and sends an in-app notification to the compliance manager.
Email Notification Delivery
Given an alert condition is triggered (e.g., expiring document, high-risk bid, compliance gap), When the notification service is invoked, Then an email is successfully delivered to the user's registered email address within five minutes and the delivery status is logged.
Threshold Configuration Update
Given an administrator updates the alert threshold settings via the configuration panel, When the settings are saved, Then the new thresholds are applied immediately to all bids and a confirmation message is displayed.
Actionable Recommendations Engine
"As an estimator, I want to receive tailored recommendations for mitigating bid risks so that I can improve our team's success rate."
Description

Integrate a recommendation engine that analyzes current risk profiles and historical outcomes to suggest prioritized actionable steps—such as requesting additional documentation or reallocating resources—directly within the dashboard. Recommendations should be context-aware and adjustable based on user feedback.

Acceptance Criteria
Additional Documentation Recommendation
Given a bid item lacks required risk documents, when the user opens the Risk Insight Dashboard, then the system displays a recommendation to request the missing documentation within 5 seconds of loading.
Resource Reallocation Recommendation
Given a high-risk bid where resource levels are insufficient, when the risk score exceeds the defined threshold, then the engine suggests reallocating at least one team member or budget increment with an explanation and priority score.
User Feedback Refinement
Given a user marks a recommendation as irrelevant, when feedback is submitted, then the engine adjusts its weighting algorithm for that risk category and reduces similar future recommendations by at least 50% over the next two sessions.
Outcome-Based Recommendation Adjustment
Given historical bids with similar risk profiles show successful mitigation steps, when such a risk profile is detected, then the engine ranks those proven mitigation steps at least 20% higher than untested alternatives.
Real-Time Notification Delivery
Given a critical actionable recommendation is generated, when the dashboard is open or the user is offline, then the system sends a push notification or email within one minute containing the recommendation summary and a direct link to the dashboard.
Customizable Dashboard Filters and Views
"As a bid manager, I want to customize dashboard filters and save my preferred view so that I can efficiently monitor the riskiest bids."
Description

Allow users to customize the dashboard by selecting specific filters—such as bid stage, risk category, date range, or project type—and saving personalized views. Custom filters should apply instantly to all visual components and persist across sessions, enabling users to focus on the most relevant data.

Acceptance Criteria
Apply Bid Stage Filter
Given the user is on the Risk Insight Dashboard When the user selects "Proposal" in the bid stage filter Then only bids with a stage of "Proposal" are displayed across all dashboard widgets
Save Personalized View
Given the user has applied filters for bid stage "Awarded" and risk category "High" and project type "Subcontractor" When the user clicks "Save View" and names it "High Risk Awards" Then the view is saved and appears in the "Saved Views" list with the correct filter settings
Instant Filter Application
Given the user selects a date range filter When the selection is made Then all dashboard components refresh within 1 second to reflect data within that date range
Persist Filters After Logout
Given the user has applied filters and saved a view When the user logs out and logs back in Then the last used filters and saved view are automatically applied on the dashboard
Reset Filters to Default
Given the user has active filters applied When the user clicks the "Reset Filters" button Then all filters return to their default state and the dashboard displays all bids

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BidSwift Revolutionizes Bid Preparation with SpecSnap Feature

Imagined Press Article

CITY, STATE – 2025-05-20 – BidSwift, the leading bid management platform for small general contractors and subcontractors, today announced the launch of SpecSnap, a groundbreaking feature designed to transform complex blueprint documents into structured bidding data in seconds. By leveraging advanced optical character recognition (OCR) and machine learning algorithms, SpecSnap eliminates manual data entry, accelerates bid preparation, and ensures accuracy in scope definition across every project. Introduction Bid preparation often begins with sifting through dozens of pages of blueprints, extracting critical specifications, and organizing them for inclusion in proposals. This manual process is time-consuming, error-prone, and a frequent source of bid delays. SpecSnap addresses these challenges by automating specification extraction, enabling contractors to focus on strategic decision-making rather than administrative tasks. How SpecSnap Works SpecSnap scans uploaded blueprint files—whether scanned images, PDFs, or CAD exports—and identifies key specifications such as materials, structural details, callouts, and notes. Within moments, the feature populates organized fields within the BidSwift dashboard, categorizing each data point by type and location on the plan. Users can review, edit, or approve extracted items before they flow directly into cost estimation and proposal templates. Key Benefits • Time Savings: Contractors report that SpecSnap reduces data entry efforts by up to 80%, freeing teams to concentrate on value-added estimation and client outreach. • Accuracy Improvement: Automated extraction minimizes transcription errors and ensures that no critical detail is overlooked in high-stakes bids. • Standardized Workflow: By centralizing specification data in a consistent format, SpecSnap promotes uniformity across teams and projects. Quote from CEO “SpecSnap is a game-changer for our users,” said Jane Roberts, CEO of BidSwift. “By transforming complex blueprints into actionable data within seconds, we’re enabling smaller teams to compete with larger firms. They gain the speed, precision, and efficiency needed to submit more accurate bids, reduce risks, and ultimately win more work.” User Testimonial Time-Pressed Tom, a solo subcontractor and early SpecSnap adopter, shared: “Before SpecSnap, I would spend hours manually entering measurements and callouts from plans. Now, I upload the blueprint and within minutes, I have a clear list of specs ready for my estimate. It’s like having a dedicated assistant who never misses a detail.” Integration and Compatibility SpecSnap integrates seamlessly with BidSwift’s existing toolset, including Dimension Detect for automated quantity takeoffs and Smart Template Suggester for proposal generation. Users can choose to run SpecSnap during initial plan uploads or trigger rescans whenever new or revised blueprints are added. The feature supports batch processing for multiple files, making it ideal for high-volume bidding environments. Security and Compliance All blueprint data processed by SpecSnap is encrypted in transit and at rest, adhering to industry-standard security protocols. SpecSnap maintains an audit trail that captures each extraction event, supporting compliance and traceability requirements. Contractors can confidently share processed specification data with stakeholders, knowing it remains secure and verifiable. Getting Started SpecSnap is available immediately to all BidSwift subscribers on Standard and Enterprise plans. New users can activate the feature in the dashboard’s beta tools section, while existing users will see a prompt to enable SpecSnap during their next upload. About BidSwift BidSwift streamlines bid management for small general contractors and subcontractors by replacing scattered emails and spreadsheets with a real-time dashboard. Contractors track every invitation, deadline, and response at a glance, automate document sharing, and ensure no opportunity slips by—helping lean teams win more projects without being overwhelmed by paperwork or complex software. Contact Information Media Relations BidSwift, Inc. 123 Innovation Drive, Suite 400 Tech City, STATE 12345 Phone: (555) 123-4567 Email: press@bidswift.com Website: www.bidswift.com

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BidSwift Unveils Revision Radar to Eliminate Bid Errors from Design Changes

Imagined Press Article

CITY, STATE – 2025-05-20 – BidSwift today introduced Revision Radar, an innovative feature that automatically detects differences between blueprint versions and alerts bidding teams to critical design modifications. By visually highlighting additions, deletions, and adjustments in real time, Revision Radar ensures contractors and subcontractors stay aligned, avoid costly oversights, and respond to design changes with confidence. The Challenge of Design Iterations Construction projects frequently undergo multiple rounds of design revisions, with new blueprints released as architects and engineers refine plans. Tracking these changes manually can be daunting—teams risk missing updated details that affect scope, costs, and schedules. Revision Radar streamlines this process by comparing new plan uploads against previously stored versions and pinpointing changes instantly. How Revision Radar Works Once users upload a revised blueprint to the BidSwift dashboard, Revision Radar leverages computer vision and machine learning to compare it against the last approved version. The feature generates side-by-side visual comparisons, marking modified areas in contrasting colors. Users receive a summary of detected changes—number of callouts added, removed, or modified—facilitating targeted reviews and swift bid adjustments. Key Features • Visual Change Highlighting: Clear visual markers on plan images draw attention to every modification in structural details, material specifications, and callouts. • Automated Alerts: Configurable notifications inform designated team members or subcontractor partners when new revisions arrive. • Audit Trail: Detailed logs capture each comparison event, including timestamps, user reviewers, and resolution notes, supporting compliance and accountability. Quote from CTO “Our users have been asking for a way to confidently manage evolving design documents,” said Alex Nguyen, CTO of BidSwift. “Revision Radar provides an intelligent, automated solution that not only saves time but also reduces the risk of missing critical updates. Contractors can now bid with greater certainty, knowing they’re working from the most current information.” Use Case Example Coordinating Clara, an architectural designer collaborating with general contractors, praised Revision Radar: “Sharing blueprint revisions used to involve lengthy email threads and phone calls to confirm which details were new. With Revision Radar, I upload the updated plans once, and everyone sees exactly what changed. It’s transformed how we coordinate across teams.” Integration with BidSwift Suite Revision Radar complements other BidSwift features, including SpecSnap and Material Matrix. Once a revision is approved, extracted specifications, material lists, and action items are automatically updated, ensuring bid documents reflect the latest design parameters. Users can also leverage Task Tailor to convert detected changes into assigned tasks with deadlines, streamlining the transition from design updates to execution planning. Enhancing Collaboration and Accuracy By centralizing revision management within the bid platform, teams eliminate fragmented communication channels. Subcontractors receive targeted alerts on plan modifications relevant to their trade, minimizing confusion and rework. Project managers and estimators maintain trust in bid accuracy, knowing that every design iteration has been reviewed and accounted for. Availability and Pricing Revision Radar is now live for Enterprise customers, with general availability planned for all subscribers in Q3 2025. The feature will be included as part of the BidSwift premium analytics package, with custom notification configurations and support services available as add-ons. About BidSwift BidSwift streamlines bid management for small general contractors and subcontractors by replacing scattered emails and spreadsheets with a real-time dashboard. Contractors track every invitation, deadline, and response at a glance, automate document sharing, and ensure no opportunity slips by—helping lean teams win more projects without being overwhelmed by paperwork or complex software. Contact Information Media Relations BidSwift, Inc. 123 Innovation Drive, Suite 400 Tech City, STATE 12345 Phone: (555) 123-4567 Email: press@bidswift.com Website: www.bidswift.com

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BidSwift Launches GeoTrigger Alerts to Bridge Field and Office Bidding

Imagined Press Article

CITY, STATE – 2025-05-20 – BidSwift, the award-winning bid management platform, today announced GeoTrigger Alerts, a pioneering feature that delivers location-based notifications to contractors when they arrive at or depart from job sites. This real-time integration of on-site and office workflows ensures that field teams never miss critical bid updates, while office staff receive immediate confirmation of field acknowledgments. Addressing Communication Gaps Bid coordination traditionally relies on centralized dashboards and email chains—tools that overlook the mobility of field personnel. Workers on-site could miss urgent invitations or design changes until returning to an office connection. GeoTrigger Alerts closes this gap by intelligently connecting mobile geolocation data with bid events, bringing the right information to the right place at the right time. Feature Overview GeoTrigger Alerts utilizes a user’s mobile device GPS data, combined with project site geofences, to trigger push notifications when a contractor enters or exits a defined job zone. Notifications can include new bid invitations, revised documents, reminder of upcoming deadlines, or confirmation requests for receipt of critical files. Office coordinators set geofences per project in the BidSwift dashboard, tailoring radius and alert types to each site’s requirements. Key Benefits • Immediate Field Awareness: Field teams receive timely updates on new invitations, document revisions, or approaching deadlines exactly when they arrive on-site. • Reduced Response Delays: By automating on-site confirmation, GeoTrigger Alerts accelerates bid interactions and shortens turnaround times. • Enhanced Accountability: Managers can track when field staff engaged with bid-related information, creating an audit trail that verifies receipt and acknowledgment. Quote from Product Head “GeoTrigger Alerts represents the next frontier in bid collaboration,” said Maria Lopez, Head of Product at BidSwift. “Construction is a highly mobile industry, yet bid management solutions have remained largely office-bound. By leveraging geolocation intelligence, we’re empowering field teams to stay seamlessly connected to bid events and we’re giving coordinators unprecedented visibility into on-site engagement.” Customer Success Story General Contractor Tech-Savvy Tony implemented GeoTrigger Alerts during its pilot phase and reported a 30% reduction in missed bid invitations among field supervisors. “Before, we sometimes lost track of whether our site leads had seen critical updates until after deadlines passed,” Tony explained. “Now, I get a real-time ping the moment they step foot on location. It’s been a game-changer for our responsiveness and confidence in pursuing tight-turnaround bids.” Privacy and Opt-In Controls BidSwift respects user privacy by requiring explicit opt-in for location-based services. Users can enable GeoTrigger Alerts per project, adjust geofence parameters, or pause triggers during personal time. All location data is processed securely, stored only for event verification, and purged according to customizable retention policies. Availability GeoTrigger Alerts is available immediately to all BidSwift subscribers on mobile-enabled plans. Users can configure geofences and alert rules in the dashboard’s Notifications settings and download the latest BidSwift mobile app update from the Apple App Store or Google Play Store. About BidSwift BidSwift simplifies bid management for small general contractors and subcontractors by replacing scattered emails and spreadsheets with a real-time dashboard. Contractors track every invitation, deadline, and response at a glance, automate document sharing, and ensure no opportunity slips by—helping lean teams win more projects without being overwhelmed by paperwork or complex software. Contact Information Media Relations BidSwift, Inc. 123 Innovation Drive, Suite 400 Tech City, STATE 12345 Phone: (555) 123-4567 Email: press@bidswift.com Website: www.bidswift.com

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