Digital asset management for indie creators

Wavelet

Own, Unleash, and Profit Your Creations

Wavelet is a unified hub for independent musicians and digital artists to organize, share, and license music and art in seconds. It slashes file chaos with intuitive dashboards and one-click rights management, ensuring creators instantly secure ownership, streamline workflows, and unlock new revenue—all from one creator-focused platform.

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Wavelet

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 independent creator to effortlessly own, monetize, and share their digital art and music worldwide.
Long Term Goal
Within five years, empower 100,000 independent creators to seamlessly manage, monetize, and protect their digital music and art, increasing creator revenue by 50% and eliminating file loss.
Impact
Cuts asset management time for independent musicians and artists by over 8 hours per month, reduces lost or misattributed files by 95%, and accelerates licensing workflow by 45%, enabling users to secure more revenue opportunities and consistent ownership control across all creative content.

Problem & Solution

Problem Statement
Independent musicians and digital artists waste hours tracking files and licenses scattered across generic cloud storage platforms, leading to lost work, misattributed rights, and missed revenue because existing tools are not tailored for creative asset management or instant rights control.
Solution Overview
Wavelet gives independent creators a single dashboard to organize and instantly share music and art files, with automated rights management that locks in ownership and licensing in one click—eliminating file chaos and lost revenue from scattered, insecure cloud folders.

Details & Audience

Description
Wavelet organizes, shares, and licenses digital music and art in seconds from one intuitive hub. Designed for independent musicians and artists, it ends file chaos and missed opportunities across scattered platforms. Automated, one-click rights management secures true ownership and unlocks new revenue streams—a powerful advantage missing from clunky, generic cloud storage tools.
Target Audience
Independent musicians and digital artists (18-45) overwhelmed by scattered files, prioritizing effortless control and rapid sharing.
Inspiration
In my friend’s crowded apartment, we tore through endless cloud folders as he tried to find the right version of his song for a last-minute festival submission. Confusion and panic set in—too many files, no clarity, another chance slipping away. Watching his creative momentum stall made me realize indie artists need a single, creator-first hub to organize, share, and truly own their work.

User Personas

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

L

Licensing Lexi

- Age 28 - BA in Film Studies - Freelance music supervisor - $45k–60k annual income

Background

She began as a music journalist uncovering emerging indie talent, then shifted to supervising audio for podcasts. Constant deadline pressure led her to seek Wavelet’s swift licensing and organized asset tracking.

Needs & Pain Points

Needs

1. Instantly clear usage rights without manual steps 2. Access standardized contract templates instantly 3. Keep assets neatly organized by project

Pain Points

1. Manual license negotiations delay project delivery 2. Disorganized files cause duplicate work waste 3. Ambiguous rights terms risk legal disputes

Psychographics

- Relentlessly seeks fast, hassle-free licensing - Prioritizes professional credibility and precision - Performs best under intense deadline pressure

Channels

1. LinkedIn messages (professional outreach) 2. Email newsletters (industry updates) 3. Instagram DMs (artist sourcing) 4. Spotify searches (track discovery) 5. Music Supervisors Slack (community chat)

R

Remix Rafi

- Age 24 - Self-taught producer and DJ - Berlin-based electronic artist - $30k annual earnings

Background

He began mixing at Berlin underground raves at 18 and taught himself production. Frustrated by mislabeled stems and unclear permissions, he turned to Wavelet for sample organization and instant licensing.

Needs & Pain Points

Needs

1. Easily tag and search stems by metadata 2. Rapid sample clearance without legal bottlenecks 3. Collaborative sharing with fellow remixers and labels

Pain Points

1. Mislabeled stems cause remix errors 2. Slow clearance stalls release schedules 3. No centralized sharing ruins collaboration flow

Psychographics

- Constantly experiments with sound and samples - Values creative freedom above legal hassles - Seeks community recognition for innovative remixes

Channels

1. SoundCloud (track scouting) 2. Discord channels (remixer chats) 3. TikTok (trend watching) 4. YouTube tutorials (production tips) 5. Beatport (electronic discovery)

T

Tech Tour Tory

- Age 32 - Technical diploma in live production - Tour stage manager for indie bands - $50k annual salary

Background

She started as a weekend soundcheck assistant at 20, then spent a decade touring indie acts. After countless misplaced media and last-minute rights scrambles, she adopted Wavelet for its real-time asset tracking and version control.

Needs & Pain Points

Needs

1. Instant media version control across devices 2. Clear, shareable licensing records for crews 3. Automated sync between AV and legal metadata

Pain Points

1. Lost files derail live show punctuality 2. Manual rights checks cause performance delays 3. Inconsistent metadata leads to sync errors

Psychographics

- Obsessed with precise, real-time asset synchronization - Demands bulletproof reliability under pressure - Prefers streamlined, integrated production workflows

Channels

1. Slack (crew coordination) 2. WhatsApp groups (on-tour chat) 3. Google Drive (file sharing) 4. YouTube (tutorial reference) 5. Email (official communications)

P

Podcast Pioneer Pete

- Age 35 - BA in Journalism - Produces biweekly podcast series - $70k annual revenue

Background

She transitioned from writing a social issues blog to producing narrative podcasts in 2017. Frustrated by rising music licensing fees, she turned to Wavelet for affordable, hassle-free track clearance and scheduling.

Needs & Pain Points

Needs

1. Affordable background music licensing options 2. Simple schedule integration for podcast episodes 3. Quick search by mood or genre tags

Pain Points

1. High licensing fees drain tight budgets 2. Time-consuming contract negotiations stall production 3. Disorganized music library wastes research time

Psychographics

- Passionate about storytelling through soundscapes - Carefully manages tight production budgets - Actively seeks hassle-free, transparent licensing solutions

Channels

1. Apple Podcasts (episode hosting) 2. Twitter (industry networking) 3. LinkedIn (professional updates) 4. Facebook Groups (podcaster communities) 5. Email (guest outreach)

A

Archive Aria

- Age 29 - MLIS in Information Science - Works at music heritage nonprofit - $45k annual salary

Background

Completed library science internship at regional record label, uncovering metadata errors. Now leads digital preservation projects, battling inconsistent filing and ownership gaps with Wavelet’s verification tools.

Needs & Pain Points

Needs

1. Robust metadata tagging and validation tools 2. Bulk exports of detailed compliance reports 3. Clear ownership and provenance tracking

Pain Points

1. Inconsistent metadata hampers catalog integrity 2. Manual reporting drains archival team resources 3. Ownership gaps expose legal vulnerabilities

Psychographics

- Deeply values data accuracy and completeness - Passionate about preserving cultural music legacies - Prefers methodical, systematic digital archiving workflows

Channels

1. LinkedIn (professional networking) 2. Email newsletters (archival updates) 3. JSTOR forums (research discussions) 4. Twitter (industry news) 5. Specialized Slack channels (archivist chat)

Product Features

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

GeoScope Alerts

Pins unauthorized uses on an interactive world map and sends targeted alerts by region, empowering you to prioritize enforcement based on geographic hotspots and optimize localized rights protection.

Requirements

Real-Time Unauthorized Use Detection
"As an independent musician, I want the system to monitor the internet for unauthorized uses of my tracks in real time so that I can address infringements immediately and protect my rights."
Description

Implement a detection engine that continuously scans digital content across online platforms to identify unauthorized uses in real time. The engine will leverage watermarking, content fingerprinting, and pattern-matching algorithms to detect matches against the creator’s registered assets, immediately flagging any instances of unlicensed distribution. This capability integrates with the asset database in Wavelet to ensure seamless, automated monitoring and enhances rights protection by providing instant visibility into potential infringements.

Acceptance Criteria
Automatic Continuous Content Scan
Given the detection engine is active and a new digital asset is registered When the engine initiates its scanning cycle Then all targeted online platforms are scanned and indexed within 1 minute of registration
Accurate Unauthorized Use Identification
Given the engine has scanned content across platforms When an unlicensed usage instance matches the asset fingerprint Then the system correctly identifies unauthorized use with ≥98% match confidence and <2% false-positive rate
Immediate Flagging and Alert Generation
Given an unauthorized use is detected When match confidence meets the threshold Then the platform flags the instance in the dashboard and sends an alert notification to the creator within 1 minute
Asset Database Integration for Match Verification
Given a potential match is found When the system cross-references the match against the registered asset database Then it confirms asset ownership and populates metadata before finalizing the flag
Geo-Tagged Incident Localization
Given an unauthorized use instance contains location data When the detection engine extracts geolocation metadata Then the incident is plotted on the interactive world map within a 10 km accuracy radius
Interactive World Map Visualization
"As a digital artist, I want to see infringement occurrences on an interactive world map so that I can easily identify geographic hotspots and plan targeted enforcement."
Description

Develop an interactive map interface that plots detected unauthorized uses on a global scale. Users can zoom, pan, and filter by region, date, and content type to explore infringement hotspots. The visualization will integrate with GeoScope Alerts to provide an intuitive geographic overview of rights violations, enabling creators to quickly identify and focus on regions with the highest incidence of unauthorized usage.

Acceptance Criteria
Display Unauthorized Use Markers
Given the user navigates to the Interactive World Map, When unauthorized uses are received from the detection system, Then markers are displayed at the correct latitude and longitude with distinct icons for each content type
Zoom and Pan Functionality
Given the map is displaying markers, When the user performs zoom in/out or drags the map, Then the map view updates smoothly within 200ms and maintains visibility of all relevant markers
Filter Infringement Hotspots
Given the map interface is loaded, When the user applies filters by region, date range, or content type, Then only markers matching those filters are shown and the map viewport adjusts to the filtered results
GeoScope Alerts Integration
Given regional hotspots are displayed on the map, When a new unauthorized use is detected in a selected region, Then a GeoScope Alert is generated and the corresponding region is highlighted with a notification badge on the map
Performance Under High Data Volume
Given a dataset of 10,000 unauthorized use records, When the map loads and renders all markers, Then the initial load completes within 5 seconds and subsequent zoom/pan interactions respond within 200ms
Regional Alert Notification System
"As a rights manager, I want to receive immediate alerts for unauthorized uses in regions I care about so that I can respond quickly to protect my clients’ assets."
Description

Create a notification system that sends customized alerts to users based on selected regions. Users can configure alert thresholds for frequency and severity, choose delivery channels (email, SMS, push notifications), and schedule alert summaries. This system ensures that users receive timely, relevant notifications about potential infringements in their areas of interest, enabling prompt action and efficient rights management.

Acceptance Criteria
Configuring Region-Based Alert Thresholds
Given the user opens the Regional Alert Settings page When the user selects 'Europe' and sets the severity threshold to 'High' and frequency limit to '3 alerts per day' Then the system saves these preferences and displays a success confirmation
Selecting Delivery Channels for Alerts
Given the user configures alert delivery options When the user chooses Email and SMS channels and provides valid contact information Then the system validates the information, registers both channels, and sends a test notification to confirm delivery
Scheduling Daily Alert Summaries
Given the user accesses the alert scheduling interface When the user schedules daily summaries at 08:00 AM for 'North America' Then the system queues and dispatches the summary emails at the specified time each day
Immediate Notification on Threshold Breach
Given the system detects an infringement alert count exceeding the user's threshold for 'Asia-Pacific' When a new alert arrives that breaches the threshold Then the system instantly sends the configured immediate notifications via the user's chosen channels
Handling Invalid Region Input
Given the user enters an unrecognized region code 'Z99' When the user attempts to save the configuration Then the system displays a validation error 'Invalid region selection' and prevents saving until corrected
Enforcement Priority Dashboard
"As an independent musician, I want a dashboard that highlights the most critical infringement regions so that I can prioritize my enforcement efforts where they matter most."
Description

Design a dashboard that ranks infringement hotspots by severity, frequency, and potential revenue loss. The dashboard will aggregate data from the detection engine and map visualization, applying customizable weighting rules to generate a prioritized list of regions and incidents. This tool guides users in allocating enforcement resources effectively, focusing on the highest-impact areas first.

Acceptance Criteria
Severity-Based Hotspot Ranking
Given the enforcement priority dashboard is displayed with detection data loaded When the user views the hotspot list Then hotspots must be ordered in descending order by severity score
Frequency and Revenue Loss Weighting
Given the dashboard has multiple infringement incidents When frequency and potential revenue loss weights are applied Then each hotspot’s priority score must reflect the combined weighted sum accurately
Custom Weighting Rule Application
Given a user-defined weighting rule set is saved When the dashboard recalculates priorities Then the new weights must be applied and visible in the updated hotspot rankings
Dashboard Data Refresh
Given new detection engine data arrives When the user triggers a manual refresh or automatic update interval is reached Then the dashboard must display the latest infringement data and updated priority rankings within 30 seconds
Export Prioritization Report
Given the enforcement priority dashboard is populated When the user selects export Then a CSV report containing hotspot rankings, scores, and underlying metrics must download successfully
Exportable Infringement Reports
"As a digital artist, I want to export infringement data into reports so that I can share documentation with legal advisors and stakeholders."
Description

Enable users to generate and export detailed infringement reports in PDF and CSV formats. Reports will include geographical distribution, timestamps, content details, and suggested enforcement actions. Integration with the user’s email and cloud storage accounts allows for scheduled automatic exports, supporting documentation and legal processes for rights enforcement.

Acceptance Criteria
On-Demand PDF Report Export
Given a user with at least one infringement record on the Reports page When the user selects PDF format and clicks Export Then the system generates a PDF containing all infringement details and prompts the user to download the file within 5 seconds
On-Demand CSV Report Export
Given a user on the Reports page When the user selects CSV format and clicks Export Then the system generates a UTF-8 encoded CSV file containing all infringement records and prompts the user to download the file within 5 seconds
Scheduled Email Delivery of Reports
Given a user has configured an email schedule (daily, weekly, or monthly) When the scheduled time is reached Then the system generates both PDF and CSV reports and emails them as attachments to the user's registered email address within 10 minutes of the scheduled time
Scheduled Cloud Storage Delivery of Reports
Given a user has connected a cloud storage account and set an export schedule When the scheduled time occurs Then the system generates PDF and CSV reports, uploads them to the specified folder in the connected cloud storage, and logs the upload in the user's activity feed
Report Content Accuracy Check
Given an infringement record with metadata (geolocation, timestamp, content details) When the user exports any report format Then the generated report includes a table listing each record with correct geographic location mapped to regions, ISO 8601 timestamp, content title and ID, and suggested enforcement action based on severity

DeepMatch Scan

Leverages advanced audio fingerprinting and image recognition to detect altered, partial, or derivative uses of your content, ensuring no unauthorized remix or crop goes unnoticed.

Requirements

Audio Fingerprint Generation
"As an independent musician, I want the platform to generate a unique audio fingerprint for each upload so that my tracks can be reliably identified and protected against unauthorized use."
Description

Implement a module that generates robust audio fingerprints for uploaded tracks using advanced hashing and signal processing techniques. This component will create a unique, compact signature for each audio file, enabling efficient and accurate comparison against existing content. It integrates with the media ingestion pipeline and stores fingerprints in the system database for real-time scanning and historical reference.

Acceptance Criteria
Standard Audio Upload Fingerprint Generation
Given a user uploads a supported audio file (MP3, WAV, FLAC), When the file is processed by the fingerprint generator, Then a unique audio fingerprint is created and stored in the system database within 5 seconds.
High-Fidelity Audio File Handling
Given a user uploads a high-bitrate (≥48kHz/24-bit) audio file, When the fingerprint generation module processes the file, Then the module completes without errors and produces a fingerprint under 50 KB.
Real-Time Fingerprint Storage
Given an audio fingerprint is generated, When the generation finishes, Then the fingerprint is immediately persisted in the database and an acknowledgment event is emitted to the media ingestion pipeline.
Duplicate Audio Detection
Given a newly uploaded audio file matches an existing track, When its fingerprint is compared against stored fingerprints, Then the system identifies it as a duplicate and flags the upload with a duplicate detection warning.
Pipeline Integration Error Handling
Given the ingestion pipeline service is unreachable during fingerprint storage, When the storage attempt fails, Then the system retries up to three times with exponential backoff and logs an error if all retries fail.
Visual Fingerprint Generation
"As a digital artist, I want the platform to create a visual fingerprint for my artwork so that any unauthorized alterations or uses can be detected."
Description

Develop an image fingerprinting system that analyzes artworks and cover images to produce distinctive visual signatures. Utilizing perceptual hashing and pattern recognition, this feature will detect subtle edits, crops, and transformations. It seamlessly integrates with the existing asset management workflow, ensuring all visual content is indexed and scanned consistently.

Acceptance Criteria
Artwork Upload and Indexing
Given an artist uploads a new artwork image through the asset management dashboard When the image is saved Then the system generates a unique visual fingerprint within 10 seconds And the fingerprint is stored in the fingerprint database linked to the asset record
Detection of Minor Image Transformations
Given an existing asset fingerprint in the database When the user uploads an image with minor edits (color shift, small resize) Then the system matches the new image to the existing fingerprint with at least 95% similarity And returns a match confidence score
Recognition of Cropped Images
Given an existing asset has been fingerprinted When the system scans a cropped version of the image (up to 25% cropped area) Then the system detects the match with at least 90% confidence And reports the crop bounding coordinates
Flagging of Derivative Works
Given an asset has a visual fingerprint When a derivative version (filter applied or overlay) is introduced Then the system identifies it as a derivative with a similarity threshold above 80% And flags the asset for manual review
Integration with Asset Management Workflow
Given a batch of assets processed through the workflow When visual fingerprint generation completes Then each asset record displays the fingerprint status as 'Generated' And is available for DeepMatch scanning
Match Detection Engine
"As a content creator, I want the system to detect both exact and modified matches of my work so that no unauthorized remixes or edits go unnoticed."
Description

Build a high-performance engine that compares incoming audio and image fingerprints against the repository to identify exact, altered, or partial matches. The engine will support configurable thresholds for sensitivity and employ indexing strategies for rapid lookup, ensuring scalability as the content library grows.

Acceptance Criteria
Exact Match Identification
Given an incoming fingerprint identical to a stored fingerprint When the engine processes the fingerprint Then it must identify the match as 'Exact' with confidence score ≥ 0.99 and response time ≤ 200ms.
Altered Content Detection
Given an incoming audio/image fingerprint with pitch-shifted or color-filtered alterations When processed with sensitivity threshold set to default Then the engine must flag the content as 'Altered' if similarity ≥ 0.85 and record alteration type within metadata.
Partial Match Recognition
Given an incoming file containing a segment of a stored work When processed Then the engine must detect the partial match and return the start and end timestamps of the matched segment with ≥95% accuracy.
Sensitivity Threshold Configuration
Given an admin updates the sensitivity threshold parameter to a new value When the engine reloads configuration Then subsequent match operations must use the updated threshold within one processing cycle.
High-Volume Scan Performance
Given a batch of 10,000 diverse fingerprints is submitted concurrently When processed by the engine Then it must complete all match detections within 60 seconds while maintaining match accuracy ≥90%.
Alteration and Partial Match Identification
"As an artist, I want the platform to flag even small sections or altered versions of my content so that I can enforce my rights over any derivative works."
Description

Enhance the detection engine with algorithms to recognize partial clips, time-shifted audio segments, cropped images, and other common alterations. This feature will include customizable detection rules and confidence scoring, providing precise identification of derivative or tampered content.

Acceptance Criteria
Partial Clip Detection
Given a user uploads an audio file suspected of being a partial match, When the system scans the file, Then it identifies matching segments as short as 5 seconds with a confidence score above the defined threshold.
Time-Shifted Audio Recognition
Given a time-shifted audio segment is provided, When the system applies its fingerprinting algorithm, Then it accurately matches the segment to the original content regardless of offset within a tolerance of +/- 3 seconds.
Cropped Image Identification
Given an image with minor cropping has been uploaded, When the system analyzes the image, Then it detects the match to the original artwork even if up to 20% of the edges are removed.
Custom Detection Rule Configuration
Given a user defines custom rules for detection such as minimum clip length or confidence thresholds, When the rules are saved, Then the scanning engine applies these rules to all subsequent scans.
Confidence Score Threshold Alerting
Given the system detects a match with a confidence score above the user-set alert threshold, When the scan completes, Then an alert is generated and logged in the dashboard with the score and matched segment details.
Derivative Content Tracking
"As a creator, I want to see how and where altered or derivative versions of my content are used so that I can decide whether to license or request removal."
Description

Implement a tracking system that monitors flagged matches and builds a relationship graph between original content and detected derivatives. This includes metadata linking, usage timestamps, and similarity metrics, enabling creators to visualize the lineage of their works and manage licensing or takedown procedures.

Acceptance Criteria
Derivative Relationship Graph Generation
Given an original content piece and a detected derivative, when the derivative is flagged, then the system generates a graph linking the original content node to the derivative node in the lineage graph.
Metadata and Timestamp Recording
Given a detected derivative, when the system records detection, then the database entry includes original content ID, derivative content ID, and accurate detection timestamp.
Similarity Metric Threshold Validation
Given a detected derivative, when similarity is calculated, then the system assigns a similarity metric between 0-100% and flags derivatives only if similarity ≥ 70%.
Interactive Lineage Visualization
Given the lineage graph displayed to the user, when the user clicks a node, then the system opens a details panel showing metadata and similarity metrics for that node.
Licensing Action Initiation
Given a derivative content node in the details panel, when the user clicks 'Initiate License Request' or 'Takedown' button, then the system creates the appropriate backend request and displays confirmation within 3 seconds.
Alerts and Reporting Dashboard
"As a user, I want to receive timely alerts and detailed reports on detected matches so that I can take prompt action to protect my work."
Description

Create an interactive dashboard that displays real-time alerts, match statistics, and detailed reports on unauthorized uses. Users can filter by content type, match confidence, and time range. The dashboard supports exportable reports and automated notifications via email or in-app messages.

Acceptance Criteria
Real-Time Alert Display on Dashboard
Given the user is viewing the Alerts and Reporting Dashboard, when DeepMatch Scan detects an unauthorized use of content, then an alert containing content ID, source URL, detection time, and match confidence must appear on the dashboard within 5 seconds.
Filter Unauthorized Use Alerts
Given multiple alerts are displayed, when the user applies filters by content type, match confidence range, and time range, then only alerts meeting all selected filter criteria are shown, and the total count reflects the filtered set.
Export Detailed Reports
Given a filtered list of alerts on the dashboard, when the user selects the export option and chooses CSV or PDF format, then the system generates a downloadable report named “Wavelet_Alerts_{YYYYMMDD}_{HHMMSS}.{ext}” containing all alert details and initiates the file download.
Automated Email Notification
Given a new match with confidence ≥90%, when the unauthorized use is confirmed by DeepMatch Scan, then the system sends an email to the user’s registered address within 10 minutes containing a summary of the alert and a link to view details in the dashboard.
In-App Notification Feed
Given the user is logged into Wavelet, when any new alert is generated by DeepMatch Scan, then the in-app notification icon increments by one and clicking the icon directs the user to the detailed view of the latest alert.

Rapid Takedown

Generates and submits DMCA takedown requests to offending platforms with a single click, drastically reducing enforcement time and minimizing revenue loss from unlicensed uses.

Requirements

One-Click DMCA Request Builder
"As an independent musician, I want to generate a fully populated DMCA takedown request with one click so that I can protect my work quickly without manual form-filling."
Description

Provide a single-click interface that compiles all required DMCA takedown fields—such as infringing URLs, rights holder information, and declarative statements—into a complete request form. This feature eliminates manual data entry, ensures compliance with legal standards, and accelerates enforcement by generating a ready-to-send document instantly.

Acceptance Criteria
Single Infringing URL Submission
Given the user has provided a valid infringing URL, When they click the one-click build button, Then the system auto-populates the DMCA form with the URL and all required fields completed.
Batch Infringing URL Compilation
Given the user selects multiple infringing URLs from their dashboard, When they initiate the one-click build, Then the system includes all selected URLs correctly formatted in a single takedown request.
Automatic Rights Holder Information Inclusion
Given the user's rights holder profile is saved in their account, When they generate the request with one click, Then the system inserts the rights holder’s name, contact details, and signature declaration without manual entry.
Legal Compliance Verification
Given the system has a stored DMCA template, When the one-click builder runs, Then it validates that all mandatory legal statements, fields, and signature blocks are present and correctly formatted.
Request Preview and Confirmation
Given the form is generated, When the user clicks preview, Then a complete document preview is shown for review and the user can confirm or cancel before final submission.
Platform Detection and Formatting
"As a digital artist, I want Wavelet to detect the offending platform and format my takedown request accordingly so that my submission meets each service’s requirements without extra effort."
Description

Automatically identify the hosting platform of the infringing content by analyzing URLs or metadata, then apply the platform-specific DMCA request formatting rules and endpoints. This ensures each request adheres to the target platform’s guidelines, reducing rejection rates and manual adjustments.

Acceptance Criteria
Platform Identification from URL
Given a user submits an infringing content URL When the system analyzes the URL structure Then the system correctly identifies the hosting platform (e.g., YouTube, SoundCloud) with 100% accuracy
Metadata-based Platform Identification
Given a user provides content metadata without a URL When the system parses common metadata fields (e.g., domain in HTTP headers, embed codes) Then the system infers and assigns the correct hosting platform
Apply YouTube DMCA Format
Given the platform identified as YouTube When generating the DMCA takedown request Then the request payload adheres to YouTube’s API schema, includes required fields (e.g., video ID, complainant details), and validates against schema rules
Apply SoundCloud DMCA Format
Given the platform identified as SoundCloud When formatting the takedown request Then the request matches SoundCloud’s endpoint specifications, includes required parameters (e.g., track URL, claimant signature), and passes endpoint validation
Handle Unsupported Platform Errors
Given the system encounters a URL or metadata from an unsupported platform When attempting platform detection or formatting Then the system returns a clear error message indicating unsupported platform and suggests manual review
Automated Submission Integration
"As a content creator, I want to submit my DMCA request directly from Wavelet without switching to external email or web forms so that I can streamline enforcement and reduce chance of mistakes."
Description

Integrate with known platform APIs and email submission endpoints to directly send DMCA takedown requests from within Wavelet. The system should handle authentication, endpoint selection, and error handling to provide a seamless submission experience.

Acceptance Criteria
API Authentication Validation
Given a user has configured valid API credentials for a supported platform, when the system attempts to authenticate, then the system successfully retrieves an access token and displays a confirmation message.
Dynamic Endpoint Selection
Given a user selects a target platform for takedown, when the system reads the platform’s configuration, then it routes the takedown request to the correct API endpoint or email address without manual intervention.
Submission Error Handling
Given a takedown request submission fails with an API error or network timeout, when the system receives an error response or timeout, then it displays a clear error message to the user and logs the error details for troubleshooting.
Email Submission Fallback
Given the selected platform does not offer an API endpoint, when the user triggers a takedown, then the system composes a DMCA request email with all required fields and opens the user’s default mail client for manual sending.
Submission Logging and Confirmation
Given a takedown request is submitted via API or email, when the submission completes, then the system logs the request details, timestamp, target platform, and submission status, and displays a confirmation to the user.
Template Customization and Management
"As a musician, I want to customize and save different DMCA request templates so that I can quickly adapt to various legal jurisdictions and use cases."
Description

Allow users to create, edit, and store multiple DMCA request templates, including customizable clauses and jurisdiction-specific language. Each template can be named and reused, enabling users to tailor their requests for different scenarios or regional regulations.

Acceptance Criteria
Creating a New DMCA Template
Given a user navigates to the 'New Template' page When they enter a unique template name and add at least one customizable clause Then the 'Save' button is enabled And after clicking 'Save', the new template appears in the template list with the correct name and clauses.
Editing an Existing Template
Given a user selects an existing template from the list When they modify clause text or jurisdiction settings and click 'Update' Then the changes are persisted and displayed correctly in the template details view.
Naming and Storing Templates
Given a user attempts to save a template with a name that already exists When they click 'Save' Then an error message is displayed preventing duplication And the user is prompted to enter a different name.
Applying Jurisdiction-Specific Language
Given a user creates or edits a template When they select one or more jurisdictions from the dropdown Then the system automatically inserts or validates jurisdiction-specific clauses And highlights any missing mandatory language for each selected jurisdiction.
Reusing a Saved Template for New Requests
Given a user starts a new DMCA takedown request When they choose a saved template from the 'My Templates' menu Then all template clauses and jurisdiction settings populate the request form correctly Without requiring manual re-entry.
Takedown Request Tracking and Notifications
"As an artist, I want to monitor the status of my takedown requests and receive notifications when updates occur so that I can stay informed and take necessary follow-up actions."
Description

Implement a dashboard that tracks the status of each submitted takedown request—such as sent, pending review, accepted, or rejected—and triggers real-time notifications and reminders. Provide users with visibility into enforcement progress and next steps.

Acceptance Criteria
Initial Takedown Request Submission Status Display
Given a user submits a takedown request, when the submission is processed by the system, then the dashboard must display the new request with status ‘Sent’, including timestamp and unique request ID within 5 seconds.
Takedown Request Pending Review Status Update
Given a submitted request is forwarded to the platform for review, when the system receives a ‘Pending Review’ status update from the platform API, then the dashboard must update the request status to ‘Pending Review’ and log the update time.
Takedown Request Resolution Notification
Given a takedown request is accepted or rejected by the platform, when the resolution is received, then the system must send a real-time in-app notification and email to the user with the resolution status (‘Accepted’ or ‘Rejected’) and update the dashboard status accordingly.
Pending Request Reminder Notification
Given a takedown request remains in ‘Pending Review’ status for 48 hours, when the 48-hour threshold is reached, then the system must automatically send a reminder notification to the user and mark the request on the dashboard as ‘Reminder Sent’.
Dashboard Filtering by Request Status
Given multiple takedown requests exist, when the user applies a filter for a specific status (e.g., ‘Sent’, ‘Pending Review’, ‘Accepted’, ‘Rejected’), then the dashboard must refresh to show only requests matching that status within 2 seconds.

Violation Insights

Delivers a comprehensive analytics dashboard that highlights trends, top infringing domains, and content types, allowing you to make data-driven decisions for proactive rights management.

Requirements

Aggregate Violation Data
"As a digital rights manager, I want to aggregate all infringement data from various sources into a single dashboard so that I can quickly assess the scope and impact of potential violations without toggling between tools."
Description

The system shall collect and consolidate infringement data from multiple sources—web crawlers, user reports, and partner APIs—into a unified repository. This aggregation enables comprehensive analysis of infringement patterns across content types and domains, providing users a centralized view to streamline proactive rights management and reduce manual data handling overhead.

Acceptance Criteria
Infringement Data Ingestion from Web Crawlers
Given a valid web crawler feed in the supported JSON format When the ingestion scheduler runs the crawler import job Then all records from the feed are stored in the unified repository with a source tag “web_crawler” and ingestion timestamp
User-Reported Infringement Submission
Given a user submits an infringement report via the UI or API with required fields When the submission is received by the system Then a corresponding record is created in the unified repository with a source tag “user_report” and the original report metadata
Partner API Data Sync and Deduplication
Given periodic data pull from a partner API When the sync job retrieves partner infringement records Then the system merges duplicate entries based on content hash and URL, updates existing records when metadata differs, and tags new records with “partner_api”
Aggregated Data Query Accessibility
Given a user accesses the Violation Insights dashboard When they filter by content type and date range Then the system returns aggregated counts and trends by domain and content type within two seconds
Error Handling and Retry Mechanism for Data Sources
Given a failure during ingestion from any source When an error occurs Then the system logs the error details, retries ingestion up to three times at five-minute intervals, and raises an alert if all retries fail
Trend Visualization
"As an independent musician, I want to view visual trends of copyright violations over time so that I can understand when my content is most at risk and plan preventive measures accordingly."
Description

The dashboard shall include interactive charts and graphs that visualize violation trends over time, enabling users to identify spikes in infringements and seasonal patterns. This functionality enhances decision-making by providing clear, visual insights into how infringement activity evolves, facilitating data-driven strategies for content protection.

Acceptance Criteria
Date Range Selection and Trend Rendering
Given a user selects a custom date range and applies it, then the interactive line chart updates to display the daily infringement counts for that range with correctly scaled axes and tooltips for each data point
Highlighting Peak Infringement Days
Given the infringement trend chart is visible, when any day's infringement count exceeds the predefined threshold, then that data point is marked distinctly (e.g., red marker) and shows an alert tooltip with the message 'Peak infringement day: [count]' on hover
Seasonal Pattern Comparison
Given the user enables 'Compare to Previous Period', when toggled on, then the dashboard overlays a secondary trend line showing infringement counts for the same date range in the prior year and includes a legend differentiating both lines
Trend Export to CSV
Given the user clicks the 'Export Data' button on the trend visualization, when the export process finishes, then a CSV file is downloaded containing two columns: Date and Infringement Count for the currently displayed date range
Responsive Chart Rendering on Mobile
Given a user views the dashboard on a mobile device, when the trend visualization loads, then the chart automatically adjusts to the device's screen width, maintains readable axis labels, and supports touch-based zoom and pan interactions
Domain Risk Scoring
"As a rights enforcement officer, I want domains to be scored by risk level so that I can prioritize takedown requests and focus on the sources causing the most infringement."
Description

Implement an algorithm that assigns risk scores to domains based on factors such as the frequency of infractions, content types hosted, and historical resolution times. These scores help users prioritize takedown efforts by highlighting high-risk domains, optimizing resource allocation for rights enforcement.

Acceptance Criteria
High Frequency Infractions Domain
Given a domain with more than 50 infringement reports in the past 30 days When the system calculates the risk score Then the resulting score is 80 or higher
Mixed Content Types Domain
Given a domain hosting both audio and video infringing content When the system applies the content-type weighting Then the risk score includes a 1.2x multiplier for content diversity
Historical Resolution Delay Domain
Given a domain whose average infringement resolution time exceeds 30 days When calculating the risk score Then the system adds 10 points for each 10-day increment beyond the 30-day threshold
Low Risk Domain Identification
Given a domain with fewer than 5 infringement reports and average resolution time under 7 days When scoring the domain Then the resulting risk score is 20 or below
Real-time Score Update Verification
Given a new infringement report is received for a domain When the scoring algorithm runs Then the updated risk score is reflected on the dashboard within 5 minutes
Custom Alert Configuration
"As a content owner, I want to set up custom alerts for high-frequency infringements on my art so that I am immediately notified of critical issues and can take swift action."
Description

Allow users to define custom alerts triggered by specific infringement criteria—such as domain risk threshold, content type, or violation count—delivered via email or in-app notifications. Custom alerts ensure users receive timely warnings about critical violations aligned with their unique monitoring needs.

Acceptance Criteria
Domain Risk Threshold Alert
Given a user navigates to the Custom Alert Configuration and sets a domain risk threshold of 80 for a new alert When the system ingests infringement reports and identifies one from a domain with risk score 85 Then the system generates an alert and delivers it via the user's selected notification channels And the alert is logged in the dashboard under "Active Alerts" with correct threshold details
Content Type Alert
Given a user configures a custom alert for "Audio" content type When a new infringement involving audio content is detected Then the system triggers and delivers the alert as per user preferences And the alert details view shows the content type as Audio
Violation Count Alert
Given a user sets up an alert for when violation count for a specific track exceeds 5 within 24 hours When the violation count for that track reaches 6 within 24 hours Then an alert is generated and shown in-app and emailed And the notification includes the track ID and current violation count
Combined Criteria Alert
Given a user configures an alert combining domain risk threshold >= 70 and content type = "Image" When an infringement is detected that satisfies both conditions Then the system triggers a single alert And the alert summary clearly lists both criteria met
Notification Channel Alert
Given a user selects both email and in-app notification channels for an alert When the configured infringement criteria are met Then the system sends an email with the alert details And the in-app notification appears in the notifications panel And the user receives no duplicate alerts
Exportable Reports
"As a project manager, I want to export violation data as a PDF report so that I can share it with my legal team and collaborate on enforcement strategies."
Description

Enable users to export detailed violation reports in multiple formats (CSV, PDF) with selectable parameters like date range, domain list, and content categories. Exportable reports support sharing insights with stakeholders and integrating data into external workflows or compliance documentation.

Acceptance Criteria
Export reports for specific date range
Given a selected date range, when the user initiates an export, then the system generates a report in the chosen format (CSV or PDF) containing only violations that occurred within that date range.
Filter and export by content categories
Given selected content categories, when the user exports the report, then the generated file includes only entries matching those categories and excludes all others.
Domain-specific report export
Given a user-defined list of domains, when the user exports the report, then the output includes only violations from the specified domains and omits data for all other domains.
Performance under large data sets
Given a dataset containing over 10,000 violation records, when the user requests an export, then the system completes and delivers the file within 30 seconds without timing out or errors.
Report naming and formatting compliance
Given export parameters date range, domain list, and content categories, when the report is generated, then the filename follows the pattern "Wavelet_Violations_<startDate>_<endDate>_<timestamp>.<ext>" and the file structure matches the standard schema (headers, column order, formatting).

Custom Triggers

Lets you define personalized alert criteria—such as usage frequency, domain lists, and content thresholds—so you only receive notifications for violations that matter most to your business.

Requirements

Frequency-Based Triggers
"As an independent musician, I want to receive an alert when my tracks exceed 100 plays in a day so that I can capitalize on trending music promptly."
Description

Enable users to set alerts based on how often their content is accessed or utilized within a given time frame. This requirement ensures the system can track usage metrics (plays, downloads, shares) and compare them against user-defined thresholds (e.g., more than 100 plays per day). The functionality includes UI components for selecting metrics, time window selectors, threshold input fields, and backend processes to monitor and evaluate usage in real time. Successful implementation helps creators stay informed on high-traffic content and potential licensing issues.

Acceptance Criteria
High Daily Play Threshold Alert
Given a user sets a play threshold of 100 plays within a 24-hour window for a specific track, when total plays exceed 100 in any rolling 24-hour period, then the system sends an in-app and email notification to the user within 5 minutes.
Download Surge Detection
Given a user defines a download threshold of 50 downloads per hour for an album, when the number of downloads in any 60-minute period exceeds 50, then the system generates an alert visible on the user’s dashboard and logs the event in the audit trail.
Share Count Spike Notification
Given a user configures a share threshold of 200 shares in a 7-day timeframe for an artwork, when shares surpass 200 in any consecutive 7-day window, then the system triggers a push notification and updates the trigger history.
Custom Time Window Selection
Given a user selects a custom time window (start date and end date) and a threshold value, when the system completes tracking usage metrics for the specified period, then it evaluates against the threshold and displays either “Threshold Met” or “Threshold Not Met” status.
Real-time Usage Counter Updating
Given the system is monitoring plays, downloads, and shares, when a user views the trigger configuration page, then the system displays the current usage count in real time, updating at least every 60 seconds.
Domain List Management
"As a digital artist, I want to be alerted when my artwork appears on any domain I specify so that I can enforce my licensing rights effectively."
Description

Allow users to manage lists of domain names or URLs that, when detected using their content, trigger notifications. The feature includes UI elements for adding, editing, and removing domains; validation to ensure correct URL formats; and backend matching logic to scan usage logs or web crawls against the list. This capability helps creators monitor unauthorized distribution or usage on specific platforms and take appropriate actions.

Acceptance Criteria
Adding a New Domain to the List
Given the user is on the Domain List Management page When the user enters a valid domain and clicks 'Add' Then the domain is displayed in the list and a confirmation message appears
Editing an Existing Domain in the List
Given a domain exists in the list When the user updates the domain value to a new valid domain and clicks 'Save' Then the list reflects the updated domain and a success notification is shown
Removing a Domain from the List
Given a domain is present in the list When the user clicks 'Delete' on that domain and confirms the action Then the domain is removed from the list and a confirmation message is displayed
Validation of Incorrect Domain Format
Given the user enters an invalid domain format When the user attempts to add or save Then an inline error message is shown and the invalid domain is not added to the list
Backend Matching Logic Detects Listed Domain in Usage Logs
Given usage logs contain occurrences of domains in the list When the backend matching process runs Then notifications are generated for each detected domain and entries are logged with timestamps
Content Threshold Configuration
"As a content creator, I want to be notified when a downloaded file exceeds my specified file size so that I can investigate potential misuse."
Description

Provide functionality for users to define custom thresholds based on content attributes such as file size, duration, or quality metrics (e.g., resolution). The system should support selecting attribute types, setting up threshold values, and combining multiple conditions. The backend must evaluate content items against these thresholds and trigger alerts when criteria are met or exceeded. This ensures artists can detect large-scale unauthorized sharing or unusually high-quality reproductions.

Acceptance Criteria
Large File Size Alert Triggering
Given a user sets a file size threshold of 100MB; When a new file exceeding 100MB is uploaded; Then the system generates a "Content Threshold Exceeded" alert within 30 seconds
Audio Duration Threshold Notification
Given a user configures an audio duration threshold of 5 minutes; When an audio file longer than 5 minutes is processed; Then the system sends a notification email and in-app alert to the user
High-Resolution Content Monitoring
Given a user defines a resolution threshold of 4K (3840x2160); When an image or video with resolution ≥ 4K is imported; Then the system flags the content and logs an alert entry in the activity dashboard
Combined Conditions Alert Activation
Given a user combines conditions (file size ≥ 50MB AND duration ≥ 3 minutes); When content meets both conditions simultaneously; Then the system triggers a single consolidated alert listing both criteria
Threshold Update Reflects in Evaluations
Given a user updates an existing threshold value; When the update is saved; Then all subsequent content evaluations use the new threshold immediately and past content is not re-evaluated
Notification Channel Selection
"As a platform user, I want to receive violation alerts via both email and webhook so that my team’s automated tools can process them immediately."
Description

Implement options for users to choose how they receive alerts (e.g., email, in-app notifications, SMS, or webhook). This includes a settings UI to configure channels, frequency (instant, hourly digest, daily summary), and message formatting templates. The backend should integrate with messaging services and ensure reliable delivery. By offering flexible notification channels, creators can integrate alerts into their workflows and respond quickly to violations.

Acceptance Criteria
Email Channel Configuration
Given a user is on Settings > Notifications, When they select 'Email' as the notification channel, enter a valid email address, and save the configuration, Then the system sends a test email to the address within 1 minute and displays a success confirmation message.
SMS Channel Configuration
Given a user is on Settings > Notifications, When they choose 'SMS' as the notification channel, input a valid phone number, and save, Then the system delivers a test SMS within 2 minutes and shows the delivery status in the UI.
Webhook Channel Integration
Given a user has selected 'Webhook' in notification settings, When they provide a valid webhook URL and optional headers and save, Then the system sends a test POST request with a sample payload to the URL and displays the response status code and body snippet in the settings page.
Notification Frequency Selection
Given a user configures the notification frequency, When they set it to 'Hourly Digest' and save, Then the system accumulates events for one hour and sends a single digest email summarizing all events within 5 minutes after the hour mark.
Message Template Customization
Given a user is editing the message template, When they insert placeholders and click 'Preview', Then the system renders a live preview substituting placeholders with sample data and prevents saving if any syntax errors are detected.
Trigger Testing and Simulation
"As a platform administrator, I want to test my custom triggers against sample data so that I can ensure alerts are firing correctly before going live."
Description

Allow users to test their custom trigger configurations before activating them. This includes a “simulate trigger” button in the UI that uses sample data or recent usage logs to validate that criteria are correctly set. The system should display which events would have fired an alert and provide feedback on configuration matches. This functionality ensures users can refine trigger settings to avoid false positives and ensure accurate monitoring.

Acceptance Criteria
Basic Trigger Simulation
Given a user has defined a custom trigger with specific content thresholds and domain restrictions When the user clicks the “Simulate Trigger” button Then the system uses recent logs to display all events that would fire the alert within 5 seconds of submission
No Matches Scenario
Given a user configures a trigger with criteria that do not match any sample data When the user simulates the trigger Then the system displays ‘No events matched’ and suggests criteria adjustments
Threshold Boundary Testing
Given a user sets a numeric threshold value for usage frequency When the simulation runs on logs with events at, below, and above the threshold Then the system correctly categorizes each event as matching or not matching and highlights boundary cases
Domain List Filter Simulation
Given a user specifies a list of allowed and blocked domains in trigger criteria When the simulation processes sample events from both lists Then the system clearly indicates which events pass or fail the domain filter and shows the domain source for each event
Usage Frequency Filter Verification
Given a user defines a minimum and maximum usage frequency for a trigger When the user runs the simulation on a batch of sample data Then the system groups events by frequency and confirms only those within the range are flagged
Feedback on Configuration Mismatches
Given a user’s trigger simulation yields unexpected results When the simulation completes Then the system provides specific feedback on which criteria did not match and recommendations for refinement

Counsel Connect

Provides in-app access to vetted legal partners and pre-drafted cease-and-desist templates, streamlining collaboration with attorneys and accelerating enforcement workflows.

Requirements

Vetted Attorney Directory
"As an independent musician or digital artist, I want to browse and filter a curated list of vetted legal partners so that I can quickly find reliable counsel without sourcing attorneys externally."
Description

Provide a searchable, filterable directory of pre-vetted legal partners directly within Wavelet. The directory integrates attorney profiles, practice areas, hourly rates, and user ratings to help creators quickly identify and engage qualified counsel. This requirement ensures users avoid time-consuming external searches, fosters transparency in lawyer selection, and reinforces Wavelet’s position as a one-stop legal resource.

Acceptance Criteria
Search Attorneys by Practice Area
Given a user is on the Vetted Attorney Directory page When the user enters a practice area keyword (e.g., "Intellectual Property") in the search field and clicks "Search" Then only attorneys whose profiles include that practice area are displayed
Filter Attorneys by Hourly Rate Range
Given a user is on the Vetted Attorney Directory page When the user sets a minimum and maximum hourly rate filter and clicks "Apply Filters" Then only attorneys with hourly rates within the specified range are shown
View Attorney Profile Details
Given a user clicks on an attorney’s name or profile card in the directory When the attorney’s profile modal opens Then the modal displays the attorney’s full name, practice areas, hourly rate, user rating, biography, and "Contact" button
Sort Attorneys by User Ratings
Given a user is on the Vetted Attorney Directory page When the user selects "Sort by Rating" in descending order Then the directory list reorders so that attorneys with the highest user ratings appear first
Save Favorite Attorneys
Given a logged-in user is viewing the directory When the user clicks the "Favorite" icon on an attorney’s profile card Then the attorney is added to the user’s Favorites list and remains saved across sessions
In-App Secure Messaging & Document Sharing
"As a user, I want to securely message my attorney and share documents within Wavelet so that I can streamline collaboration and maintain confidentiality."
Description

Implement an encrypted messaging system enabling real-time communication between creators and attorneys. The feature supports file attachments (PDFs, images, audio), version control, and read receipts. It integrates seamlessly with user dashboards, ensuring all correspondence and documents remain organized and confidential within the Wavelet ecosystem.

Acceptance Criteria
Initiate Encrypted Messaging
Given a logged-in creator, when they select an attorney and start a new chat session, then an end-to-end encrypted channel is established, the UI displays a secure connection indicator, and all messages are encrypted in transit and at rest.
Send and Receive File Attachments
Given an active secure chat, when a creator attaches a PDF, image, or audio file and sends it, then the file is encrypted, uploaded within the 50 MB limit, and the recipient can download and view the file without data corruption.
Version Control for Shared Documents
Given multiple document uploads in a chat, when a new version is uploaded, then the system logs a new version entry with timestamp and author, the previous version remains accessible, and the user can restore any prior version.
Read Receipts for Messages and Documents
Given messages or attachments have been sent, when the recipient views a message or opens an attachment, then the sender receives a read receipt with a timestamp, and the message status updates from “Sent” to “Read.”
Organized Conversation in Dashboard
Given a user accesses their dashboard, when they filter conversations by attorney name or date range, then the system displays only the relevant encrypted chats and attached documents sorted chronologically, loading all results within two seconds.
Cease-and-Desist Template Library
"As a user, I want to access and customize pre-drafted cease-and-desist letter templates so that I can quickly take enforcement action with professional-quality documents."
Description

Develop a library of legally reviewed, customizable cease-and-desist letter templates. Each template includes dynamic field placeholders for names, dates, and infringement details, plus contextual guidance on when to use each version. This requirement accelerates enforcement actions by equipping creators with professional-grade letters they can deploy in seconds.

Acceptance Criteria
Template Selection for Trademark Infringement
Given the user opens the Cease-and-Desist Template Library When they filter templates by “Trademark infringement” Then the system displays only templates relevant to trademark disputes
Dynamic Fields Population
Given the user selects a template When they input values into the placeholder fields {Recipient_Name}, {Infringement_Date}, and {Infringement_Details} Then the preview reflects all entered values in the correct positions
Contextual Guidance Display
Given the user views a selected template When they expand the guidance panel Then the system shows contextual usage recommendations and examples for that template
Template Customization and Preview
Given the user has entered all required placeholder values and optional clauses When they click “Preview Letter” Then the rendered letter preview matches the final PDF formatting and includes all custom text
Template Export and Download
Given the user is satisfied with the letter preview When they click “Download” and choose PDF or DOCX Then the system generates and downloads the file in the selected format with correct layout
Automated Workflow Tracking & Notifications
"As a user, I want to see the status of my legal requests and receive notifications when there are updates so that I can stay informed and avoid delays."
Description

Create a dashboard that visualizes the status of legal requests from initiation through attorney review to final dispatch. Automated email and in-app notifications alert users at key milestones (e.g., “Letter Sent,” “Attorney Feedback Received”). This requirement ensures transparency, reduces follow-up overhead, and keeps creators informed at every step.

Acceptance Criteria
Dashboard Displays All Legal Request Statuses Promptly
Given a user has initiated a legal request, when they navigate to the Counsel Connect dashboard, then they should see a visual representation of each request’s status updated to “Request Initiated,” “Under Attorney Review,” or “Letter Sent,” with status updates reflecting backend changes within 2 seconds.
Email Notification on Letter Dispatch
Given a letter is dispatched to an infringing party, when the system sends the email notification, then the user must receive an email within 5 minutes containing the dispatched letter details and a subject line prefixed with “Wavelet Counsel Connect: Letter Sent.”
In-App Notification on Attorney Feedback
Given an attorney submits feedback on a legal request, when the feedback is recorded in the system, then an in-app notification must appear in the user’s notification center with a descriptive message and link to review the feedback, and the unread notification count increments by one.
Real-Time Status Update After Attorney Review
Given an attorney marks a request as “Reviewed,” when this status is saved, then the request’s status on the dashboard automatically transitions to “Attorney Feedback Received” without a page refresh, and the update occurs within 3 seconds.
Bulk Legal Requests Tracking
Given a user has multiple legal requests, when they view the dashboard, then each request’s current status displays accurately, and the user can filter or sort requests by status, initiation date, or attorney, with filter results updating within 2 seconds.
Secure E-Signature & Payment Integration
"As a user, I want to sign legal documents electronically and pay my attorney fees within the app so that I can complete the legal process end-to-end without external tools."
Description

Integrate a compliant e-signature solution and payment gateway to facilitate electronic signing of legal documents and in-app attorney payments. This feature supports multiple signature standards (e.g., ESIGN, eIDAS) and major payment methods. It enables an end-to-end legal workflow—from document creation to execution and payment—without leaving Wavelet.

Acceptance Criteria
Initiate E-Signature Workflow
Given a user uploads a legal document and selects ‘Send for Signature’, when the user specifies signers and clicks ‘Send’, then the document is transmitted to the e-signature provider within 30 seconds using ESIGN or eIDAS standards.
Complete E-Signature Process
Given a signer receives the signature request email, when they review and apply their electronic signature, then the system records the signature with a timestamp and updates the document status to ‘Signed’ in the user’s dashboard.
Process In-App Attorney Payment
Given a user approves a signed document, when they initiate payment, then the payment gateway processes the transaction via credit card or PayPal, displays a confirmation message, and saves the transaction ID in the payment log.
Ensure Audit Trail Integrity
Given a document has been signed, when a user views the audit trail, then all events (view, sign, timestamp, IP address) are recorded immutably and downloadable as a complete audit PDF.
Handle Payment Failures and Retries
Given a payment attempt fails, when the payment gateway returns an error, then the system displays a clear error message with a retry option and logs the failure with error code in the payment history.

Version Vault

Automatically capture and store timeline snapshots each time changes are made. Users can browse, compare, and restore previous versions with a single click, ensuring no creative iteration is lost and facilitating safe experimentation.

Requirements

Automatic Snapshot Trigger
"As a digital artist, I want the system to automatically take snapshots when I make changes so that I can ensure every iteration of my work is safely recorded without extra effort."
Description

Implement an automatic mechanism that captures a snapshot of the project timeline whenever changes are detected. This feature ensures that every creative iteration is preserved without manual input, providing a reliable version history and enabling users to focus on their work without worrying about losing progress.

Acceptance Criteria
Detecting timeline edits
Given a user moves or trims any clip on the timeline, when the edit operation completes, then the system automatically creates and stores a new snapshot within 2 seconds.
Capturing parameter adjustments
Given a user modifies track volume, pan, or effect settings, when the user confirms the adjustment, then the system records a new version snapshot reflecting the updated parameters.
Snapshots during playback recording
Given a user records audio or MIDI in real time, when the recording session stops or pauses, then the system generates a snapshot capturing the recorded segment and timeline state.
Handling rapid sequential edits
Given multiple quick edits occur within a 5-second window, when the last edit is applied, then the system consolidates changes into a single snapshot to prevent excessive version clutter.
Conflict resolution in collaborative sessions
Given simultaneous edits from multiple collaborators, when a collaborator’s change is received, then the system creates separate snapshots for each contributor and tags them with user IDs and timestamps.
Version History Browser
"As a musician, I want to browse through my past versions with filters and search functionality so that I can quickly find a particular snapshot and review my progress."
Description

Develop a user interface component that displays a chronological list of all stored timeline snapshots. Users should be able to scroll, filter by date or change type, and search for specific versions, making it easy to locate and revisit past iterations.

Acceptance Criteria
Browsing Version History
Given the user opens the Version History Browser When the snapshot list loads Then all timeline snapshots display in reverse chronological order with timestamp and change type visible
Filtering Version List by Date
Given multiple snapshots exist When the user applies a start and end date filter Then only snapshots whose timestamps fall within the specified range are shown
Searching for Specific Version
Given the user needs to locate a version When they enter a keyword in the search field and submit Then the list displays only snapshots containing the keyword in their title or change description
Comparing Two Versions
Given at least two snapshots are available When the user selects two snapshots and clicks Compare Then the UI presents a side-by-side diff view highlighting additions, deletions, and modifications
Restoring a Previous Version
Given a desired snapshot is identified When the user clicks Restore on that snapshot Then the system replaces the current timeline with the selected version and displays a success notification
Side-by-Side Version Comparison
"As an artist, I want to compare two versions of my project side by side so that I can clearly see what changes were made and decide which iteration to keep."
Description

Create a comparison view that allows users to select two snapshots and view them side by side. Differences between versions should be highlighted, enabling creators to easily identify changes, improvements, or regressions between iterations.

Acceptance Criteria
Selecting Two Snapshots for Comparison
Given a user has at least two snapshots in the Version Vault, When the user selects two snapshots from the dropdown menus, Then the system displays both snapshots side by side for comparison.
Highlighting Differences Between Snapshots
Given two side-by-side snapshots are displayed, When differences exist between the versions, Then the system visually highlights added, removed, and modified elements using color-coding and annotations.
Restoring a Version from Comparison View
Given two snapshots are compared side-by-side, When the user clicks the 'Restore' button on one of the snapshots, Then that snapshot becomes the current active version in the project.
Performance Under Large File Loads
Given a project with over 50 snapshots containing media files up to 100MB each, When the user opens the comparison view, Then the selected snapshots load within 3 seconds and render without errors.
Permission Enforcement for Snapshot Access
Given a user without edit permissions tries to compare snapshots, When the user attempts to select snapshots, Then the system disables selection and displays an Access Denied message.
One-Click Version Restore
"As a creator, I want to restore a previous version of my project with a single click so that I can revert unwanted changes quickly and confidently."
Description

Add a one-click restore function that reverts the project timeline to a selected snapshot. This feature should include a confirmation prompt and an option to take a new snapshot of the current state before restoring, ensuring user actions are reversible and protecting against accidental data loss.

Acceptance Criteria
Snapshot Restore Initiation
Given the user is viewing the Version Vault with at least one snapshot available, when the user clicks the 'Restore' button on a selected snapshot, then the system triggers the restore workflow and displays the confirmation prompt within 2 seconds.
Confirmation Prompt Display
Given the user has initiated a restore action, when the system displays the confirmation prompt, then it clearly shows the selected snapshot name, timestamp, and two options: 'Confirm Restore' and 'Cancel'.
Pre-Restore Snapshot Creation
Given the user confirms the restore action, when the system begins the restore process, then it automatically creates a new snapshot of the current state, names it sequentially or with a timestamp, and saves it before applying the selected snapshot.
Restore Cancellation
Given the confirmation prompt is displayed, when the user clicks 'Cancel', then the system closes the prompt without creating any new snapshot or changing the timeline, keeping the current project state intact.
Post-Restore Verification
Given the restore process completes successfully, when the user views the project timeline, then all media, edits, and metadata match exactly the selected snapshot, and the new pre-restore snapshot is accessible in the Version Vault.
Configurable Retention Settings
"As an advanced user, I want to configure retention policies for my snapshots so that I can manage storage consumption and keep only the most relevant versions."
Description

Provide settings for users to define how many snapshots to retain, set storage limits, and automatically purge older versions when thresholds are exceeded. This ensures efficient use of storage resources and gives users control over their version history management.

Acceptance Criteria
Configure Maximum Snapshot Count
Given a user is on the Configurable Retention Settings page When they set the maximum snapshot count to 20 and click Save Then only the most recent 20 snapshots are retained and any older snapshots beyond this count are purged
Configure Storage Limit in GB
Given a user is on the Configurable Retention Settings page When they set the storage limit to 5 GB and click Save Then the total disk usage of stored snapshots never exceeds 5 GB and the oldest snapshots are automatically deleted to comply with the limit
Automatic Purge When Count Exceeded
Given snapshots currently stored exceed the user-defined maximum count When a new snapshot is created Then the system automatically deletes the oldest snapshot to ensure the total number of snapshots does not exceed the configured maximum
Automatic Purge When Storage Limit Exceeded
Given snapshot storage usage surpasses the user-defined storage limit When a new snapshot is created Then the system automatically removes oldest snapshots in sequence until total storage used is below or equal to the configured limit
Retention Threshold Warning Notification
Given current snapshot count or storage usage is within 10% of the configured limits When the user views their project dashboard Then the system displays a clear warning notification indicating they are approaching their retention thresholds

Live Annotations

Enable collaborators to draw, highlight, and leave contextual comments directly on timeline assets in real time. This instant visual feedback accelerates decision-making and keeps all team members aligned on creative direction.

Requirements

Real-time Drawing Canvas
"As a collaborator, I want to draw directly on timeline assets in real time so that I can quickly illustrate my creative ideas and ensure everyone sees updates instantly."
Description

Implement an interactive drawing layer over timeline assets that allows users to draw freehand shapes, arrows, and markers in real time, with immediate synchronization across all connected collaborators. This feature ensures visual ideas are captured instantly and displayed live for all team members, enhancing feedback loops and reducing back-and-forth communication delays.

Acceptance Criteria
Initial Drawing Synchronization
Given a user draws a shape on the timeline, When the drawing is completed, Then all connected collaborators see the shape appear within 200ms.
Concurrent Collaborator Input
Given two users draw different annotations simultaneously, When both users commit their drawings, Then each user’s drawings display without overlap or data loss in each collaborator’s view.
Undo/Redo Real-time Propagation
Given a user undoes or redoes an annotation action, When the action is triggered, Then all collaborators’ canvases reflect the undo/redo within 100ms.
Persistent Annotation Storage
Given a user saves a session, When the session is reopened, Then all annotations persist and display correctly in their original positions.
Performance Under Load
Given 20 collaborators connected, When drawing actions occur continuously for 5 minutes, Then the canvas latency remains under 250ms and no data is lost.
Contextual Highlighting Tools
"As a creative director, I want to highlight specific parts of a video timeline so that I can draw attention to key frames and guide the team’s focus."
Description

Provide a suite of highlighting tools—including rectangle, ellipse, and color highlighter pens—that users can apply to specific regions of timeline assets. Highlights should persist across sessions and be linked to timestamps, enabling precise reference to frames or timecodes and facilitating targeted discussions.

Acceptance Criteria
Persistent Rectangle Highlighting
Given a user draws a rectangle highlight on a timeline asset at timestamp 00:10, when the session is closed and reopened, then the rectangle highlight persists at the same frame and timestamp.
Ellipse Highlight Persistence Across Sessions
Given a user uses the ellipse tool to highlight a region at timestamp 02:30, when the user logs out and logs back in, then the ellipse highlight remains correctly positioned and linked to timestamp 02:30.
Color Highlighter Pen Session Continuity
Given a user selects a color highlighter pen and marks a video frame between 00:45 and 00:50, when the user refreshes the page, then the colored highlight stays visible with the selected color and correct time range.
Timestamp-Linked Highlight Notifications
Given a collaborator adds a highlight to a timeline asset, when another collaborator views the asset, then a notification shows the highlight with its exact timestamp and tool type.
Simultaneous Multi-User Highlight Synchronization
Given multiple collaborators annotate the same timeline asset concurrently, when one user adds or modifies a highlight, then all other users see the update in real time without page reload.
Threaded Commenting System
"As a reviewer, I want to post comments directly next to annotations and reply to others’ feedback so that discussions stay organized and contextual."
Description

Enable users to leave anchored, timestamped text comments linked to specific annotations or asset sections, supporting nested replies and resolve/reopen actions. This threaded conversation model maintains context, avoids lost feedback, and provides a clear audit trail of decisions.

Acceptance Criteria
Root-Level Comment Creation
Given a user is viewing a timeline asset, When they submit a new comment without selecting a parent, Then the system shall save it as a root-level comment with the correct timestamp and display it in the comment thread.
Nested Reply Addition
Given an existing comment in the thread, When a user submits a reply to that comment, Then the reply shall be nested under the parent comment with correct indentation and parent reference metadata.
Comment Resolution and Reopening
Given a comment marked as open, When a user clicks the resolve action, Then the comment shall change to resolved status and be visually distinguished; and When the user clicks reopen on a resolved comment, Then it shall return to open status and original styling.
Comment Anchoring to Timestamps
Given a user adds a comment and selects or inputs a timestamp, When the comment is saved, Then the comment’s data shall include the exact timestamp anchor and clicking the anchor shall navigate the asset player to that timestamp.
Activity Audit Trail Verification
Given any comment action (create, reply, resolve, reopen), When reviewing the audit trail, Then each action shall be logged with user ID, action type, timestamp, and displayed in chronological order in the audit history.
Versioned Annotation History
"As a project manager, I want to view past versions of annotations and restore earlier states so that I can understand feedback progression and correct mistakes if needed."
Description

Track, store, and display a chronological history of all annotation changes—drawings, highlights, and comments—with the ability to revert to or compare previous annotation states. This ensures accountability, allows rollbacks, and provides insight into the evolution of feedback over time.

Acceptance Criteria
Logging New Annotations
Given a user creates a new drawing, highlight, or comment on a timeline asset, when they save the annotation, then the system must record and display an entry in the annotation history log with a unique version identifier, timestamp, and author name.
Tracking Annotation Edits
Given an existing annotation, when a user edits the drawing, highlight, or comment, then the system must create a new version entry linking to the original annotation, preserve prior versions, and capture edit details including timestamp and editor identity.
Reverting to a Previous Annotation State
Given multiple versions of an annotation exist, when a user selects a version from the history and clicks “Revert,” then the system must replace the current annotation with the selected version while creating a new history entry reflecting the rollback action.
Comparing Annotation Versions
Given at least two versions of an annotation, when a user selects two versions and clicks “Compare,” then the system must display a side-by-side visual diff highlighting additions, removals, and changes between the two versions.
Displaying Chronological Annotation History
Given an asset with annotation history, when a user opens the history panel, then the system must display a reverse-chronological list of all annotation versions, including version number, author, timestamp, and a brief change summary.
Annotation Export & Share
"As a music video producer, I want to export annotated clips and shareable links so that external stakeholders can review feedback without logging into the platform."
Description

Offer functionality to export annotated frames or full timelines (including drawings, highlights, and comments) as PDF, image sequences, or shareable project links with configurable permission levels. This makes it easy to distribute feedback summaries outside the platform.

Acceptance Criteria
Export Annotated Frame as PDF
Given the user is viewing a timeline frame with annotations When the user selects “Export as PDF” Then the system generates a PDF containing the frame image and all annotations And the filename follows the format “<ProjectName>_<FrameNumber>_<Timestamp>.pdf” And the PDF download is initiated within 5 seconds
Export Full Timeline as Image Sequence
Given the user has applied annotations across multiple timeline frames When the user chooses “Export as Image Sequence” Then the system generates a ZIP archive of image files for each frame with visible annotations And image filenames use the format “<ProjectName>_<FrameNumber>.png” And the archive downloads successfully within 10 seconds
Generate Shareable Project Link with View-Only Permissions
Given the user has annotated a timeline and wants external feedback When the user selects “Share Project Link” and sets permission to “View Only” Then the system generates a unique URL that expires after configured duration And recipients can view annotations but cannot edit or download source files And the user receives a confirmation message with link details
Generate Shareable Project Link with Edit Permissions
Given the user needs collaborators to comment and annotate further When the user sets share permissions to “Can Edit” Then the system issues a secure URL granting annotation and commenting rights And all edits are tracked under the collaborator’s account And the sharer can revoke or modify permissions at any time
Batch Export of Multiple Annotated Frames
Given the user selects multiple annotated frames in the timeline When the user clicks “Batch Export” and chooses PDF or Image Sequence Then the system processes all selected frames in a single export job And the output matches chosen format with correct annotation overlays And the export job status and download link appear in notifications panel

Segment Tags

Let teams assign custom tags and labels to individual audio or visual clips on the timeline. By categorizing segments—such as 'intro,' 'vocal mix,' or 'B-roll'—users can quickly filter, search, and organize content for streamlined project management.

Requirements

Segment Tag Creation
"As a producer, I want to create custom tags for timeline segments so that I can label and locate key parts of my project quickly."
Description

Implement a feature that allows users to create custom tags for individual clips on the timeline. Users should be able to define tag names, assign them to selected segments, and see tags displayed directly on the timeline. This functionality enhances organization by enabling creators to label portions of audio or video—such as 'intro,' 'vocal mix,' or 'B-roll'—for quick identification and easier project management. The implementation will integrate with the timeline UI and persist tags in the project metadata for later retrieval.

Acceptance Criteria
Creating a New Segment Tag
- A modal dialog appears when the user clicks 'Add Tag'. - The 'Save' button is disabled until a valid tag name (1–20 characters) is entered. - After saving, the new tag is displayed in the tag palette.
Assigning Tags to Multiple Selected Segments
- The user can select two or more segments on the timeline. - When the user applies a tag, all selected segments display the tag label. - Segments not selected remain unchanged.
Displaying Tags on Timeline UI
- Tags appear at the correct time positions on each segment. - Tag labels are legible and match the exact tag names. - Hovering over a tag shows a tooltip with the full tag name.
Persisting Tags Across Sessions
- After saving and reloading the project, all tags remain on their assigned segments. - Tags are stored in project metadata and retrievable via export/import. - No data loss or duplication of tags occurs.
Filtering Clips by Tags
- The user can select a tag from a filter menu to view only segments with that tag. - Clearing the filter restores display of all segments. - The count of segments matching the filter is shown.
Tag Editing and Deletion
"As an editor, I want to edit or delete tags I’ve applied so that I can keep my project labels accurate and up to date."
Description

Enable users to edit existing tags or delete them entirely. Users should be able to rename tags, change associated segments, and remove tags they no longer need. Changes should update in real time on the timeline and in the project metadata store. This requirement ensures flexible tag management, allowing creators to refine their organizational structure as projects evolve.

Acceptance Criteria
Live Timeline Tag Renaming
Given an existing tag 'Chorus', When the user renames it to 'Hook' and confirms, Then the tag name updates on the timeline and in the project metadata store within 2 seconds.
Adjusting Segment Boundaries on Tag Change
Given a tag 'Intro' applied to segment 00:00–00:15, When the user extends its associated segment to 00:00–00:20 and saves, Then both the timeline display and metadata store reflect the new segment boundaries.
Deleting an Unused Tag
Given a tag 'B-roll' that is not applied to any segment, When the user deletes the tag, Then it is removed from the tag list and cannot be selected for future segment assignments.
Removing a Tag in Use
Given a tag 'Vocal Mix' applied to multiple segments, When the user attempts deletion and confirms the action, Then the tag is removed from all segments and the metadata store is updated accordingly.
Real-time Collaboration Update
Given multiple collaborators viewing the same project, When one user edits or deletes a tag, Then all other users see the change reflected on their timelines and in metadata without page reload within 3 seconds.
Segment Tag Filtering
"As a sound designer, I want to filter the timeline by tags so that I can concentrate on specific parts of the audio without distractions."
Description

Provide filtering controls that let users display only segments matching selected tags. The UI should include a tag filter panel where users can select one or multiple tags to show or hide on the timeline. This filtering enhances focus by allowing creators to isolate specific content types—like all 'vocal mix' sections—for detailed review or export.

Acceptance Criteria
Single Tag Toggle Visibility
Given a timeline containing segments with various tags, When the user selects a single tag in the filter panel, Then only segments with that tag are displayed and all others are hidden.
Multiple Tag Selection Filtering
Given segments tagged 'intro' and 'vocal mix', When the user selects both tags in the filter panel, Then segments matching either 'intro' or 'vocal mix' remain visible while all other segments are hidden.
No Matching Tags Selected
Given no tags are selected in the filter panel, When the user applies the filter, Then all segments remain visible and no filtering is applied.
Clear All Filters
Given one or more tags are currently selected, When the user clicks the 'Clear Filters' button, Then all selected tags are deselected and the full timeline of segments is displayed.
Persistent Filter State Across Sessions
Given the user has selected specific tags and refreshed the browser or reopened the project, When the project is loaded again, Then the previously selected tags remain applied and the filtered view is restored.
Bulk Tag Assignment
"As a content manager, I want to assign a tag to multiple selected segments at once so that I can organize large projects faster."
Description

Allow users to assign a single tag to multiple segments simultaneously. Users should be able to multi-select segments on the timeline or in a clip list and apply a tag in one action. This functionality speeds up the tagging process for large projects with numerous clips, improving workflow efficiency.

Acceptance Criteria
Timeline Multi-Select Tag Assignment
Given multiple segments are selected on the timeline When the user selects a single tag from the tag dropdown and clicks ‘Apply’ Then all selected segments display the new tag label and update their metadata accordingly
Clip List Bulk Tagging
Given multiple clips are selected in the clip list When the user chooses a tag and confirms the action Then each selected clip shows the tag and the tag count indicator in the toolbar reflects the total tagged segments
Applying Multiple Tags at Once
Given segments are selected When the user enters multiple valid tags separated by commas and applies them Then each segment is assigned all specified tags and they appear in both the segment’s overlay and metadata panel
Tag Persistence After Project Reload
Given a project with segments that have received bulk tags When the user refreshes or reopens the project Then all previously assigned tags remain visible on each segment and in the project’s search filters
Undo Bulk Tag Operation
Given a bulk tag assignment has just been applied When the user clicks the ‘Undo’ button within 10 seconds Then all segments revert to their prior tag state and the dashboard reflects the change
Tag Color Coding
"As a video editor, I want tags to have unique colors so that I can visually distinguish segment types at a glance."
Description

Introduce a color-coding system for tags where each custom tag is assigned a distinct color. Colors should appear as highlights or badges on timeline segments and in filter menus. This visual differentiation helps users quickly scan and identify segment categories, further streamlining the content review process.

Acceptance Criteria
Creating and Applying a New Colored Tag
Given a user creates a new custom tag named “Chorus” and selects hex color #FF5733 When the user saves the tag and applies it to an audio segment on the timeline Then the segment displays a highlight or badge with color #FF5733 on the timeline And the “Chorus” tag appears in the filter menu with the same #FF5733 color
Editing Tag Color and Reflecting Changes
Given an existing custom tag “Bridge” currently colored #4287f5 When the user updates the tag color to #34a853 and saves the change Then all timeline segments and filter menu entries previously using “Bridge” update to color #34a853
Ensuring Tag Color Accessibility Compliance
Given a user selects any custom tag color When the color picker validates contrast against the standard timeline background Then only colors meeting a minimum 4.5:1 contrast ratio are accepted And an error message appears if a selected color fails the contrast check
Exporting Timeline with Colored Tags
Given a project timeline containing segments tagged with custom colors When the user exports the timeline view as a PDF or CSV Then all tags appear in the exported file with their assigned colors matching the UI And a legend of tag names and corresponding hex codes is included
Removing Tag and Updating UI
Given a segment on the timeline labeled with custom tag “Outro” and color #9b59b6 When the user removes the “Outro” tag from the segment Then the segment highlight or badge is removed And the “Outro” tag is no longer selectable in active filters for that segment

Feedback Stream

Offer an integrated, threaded feedback pane linked to specific timeline timestamps. Team members can leave comments, reply to threads, and resolve tasks in context, turning chaos into a clear action list and boosting collaboration efficiency.

Requirements

Timestamp Anchored Comments
"As an independent artist, I want to attach comments to exact timestamps in my track so that collaborators understand precisely which part of the audio I’m referring to."
Description

Enable users to attach comments directly to specific timeline timestamps within audio or video assets. When reviewing a track or clip, users can click on the timeline to drop a comment marker, ensuring feedback is contextually tied to the exact moment in the media. The system should support hover previews, clickable markers, and integration with the main feedback pane. This feature enhances clarity by allowing precise pinpointing of issues or highlights, streamlining the revision process and reducing miscommunication.

Acceptance Criteria
Adding a comment marker at a specific timestamp
Given a user is playing or scrubbing through an audio or video asset When the user clicks on the timeline at a specific time X Then a comment marker is created at time X and a comment input box opens
Displaying hover preview for a comment marker
Given a comment marker exists on the timeline When the user hovers the cursor over that marker Then a tooltip displays the comment’s first two lines and its exact timestamp
Navigating to comment from marker click
Given a comment marker is present on the timeline When the user clicks the marker Then playback jumps to the marker’s timestamp and the full comment thread opens in the main feedback pane
Syncing timestamped comments with main feedback pane
Given one or more comments are anchored to timeline timestamps When the user opens or refreshes the main feedback pane Then all timestamped comments appear with their respective timestamps and clickable links back to the timeline
Resolving a comment thread anchored to a timestamp
Given a user marks a comment thread as resolved in the main feedback pane When the user filters out resolved comments Then the corresponding marker on the timeline is hidden or visually distinguished as resolved
Threaded Reply System
"As a producer, I want to reply directly to specific comments within a thread so that discussions remain organized and contextual."
Description

Implement nested reply capabilities within the feedback pane, allowing users to start threads under an initial comment and reply directly to individual messages. Users should be able to expand or collapse threads, tag team members, and view thread-specific notifications. This structure organizes conversations, keeps context intact, and prevents feedback from becoming fragmented or lost in long comment lists.

Acceptance Criteria
Starting a New Thread on a Timestamped Comment
Given a user views a comment with a timestamp, when they click "Start Thread", then an indented reply input box appears beneath the original comment. When the user enters text and submits, then the new thread reply is displayed nested under the initial comment. The thread indicator badge on the original comment updates to show the correct thread count.
Replying to an Existing Thread
Given an open thread under a comment, when a user clicks "Reply" on any thread message, then an input field appears directly beneath that message. When the user submits their response, then the reply is appended in chronological order within the same thread and indented appropriately. Each reply displays the author’s name, timestamp, and proper nesting to indicate the reply hierarchy.
Expanding and Collapsing Threads
Given a comment with multiple nested replies, when the user clicks the "Expand Thread" icon, then all replies in the thread become visible in order. When the user clicks the "Collapse Thread" icon, then only the original comment and the thread count badge remain visible. The expand/collapse state persists if the user navigates away and returns to the feedback pane during the same session.
Tagging Team Members within a Thread
Given a user types "@" in the thread reply input, when they continue typing, then a dropdown of matching team member names appears. When the user selects a team member from the dropdown, then the mention is inserted with a hyperlink to the member’s profile. Upon submission, the tagged team member’s username is highlighted in the thread and they receive an in-app notification.
Thread-specific Notifications Delivery
Given a user is subscribed to a thread, when any participant posts a new reply, then all subscribed participants receive a notification. Notifications include a link that directs the user to the specific thread and highlights the new reply. Users can set and update notification preferences for each thread (immediate, digest, or mute) in their settings.
Task Assignment & Resolution
"As a project manager, I want to assign feedback items as tasks to specific team members so that responsibilities are clear and nothing is overlooked."
Description

Allow users to convert feedback comments into actionable tasks by assigning them to team members, setting due dates, and marking them as completed or resolved. Tasks should appear with clear status indicators in both the feedback pane and a dedicated task list. This integration transforms feedback into a clear action plan, enhances accountability, and ensures that revisions and follow-ups are tracked effectively.

Acceptance Criteria
Task Creation from Feedback Comment
Given a user views a feedback comment in the timeline; When they select “Convert to Task,” assign it to a team member and set a due date; Then a new task is created with status “Open” and appears in both the feedback pane and the dedicated task list.
Task Status Updates Reflect in Feedback Pane
Given an existing task linked to a feedback comment; When the assignee marks the task as completed or resolved; Then the task’s status indicator updates to “Completed” in both the feedback pane and task list, and the comment thread displays a “Resolved” tag.
Due Date Notifications Trigger
Given a task has a due date set more than 24 hours in the future; When the due date is within one day; Then the assignee receives an in-app notification; and the task in the task list is highlighted with an “Upcoming” indicator.
Task List Sorting and Filtering
Given multiple tasks with various statuses and due dates; When the user applies a filter by status or sorts by due date; Then the task list displays only tasks that match the selected filters in ascending or descending due date order, and hides all others.
Permission Check for Task Assignment
Given a user with viewer-only permissions; When they attempt to convert a feedback comment into a task and assign it; Then the system blocks the action and displays an “Insufficient permissions to assign tasks” error message, and no task is created.
Real-time Notification System
"As a collaborator, I want to receive instant alerts when new feedback or replies are posted so that I can stay updated and respond promptly."
Description

Provide real-time in-app and email notifications for new comments, replies, task assignments, and task resolutions. Users should be able to customize notification preferences (e.g., summary vs. immediate alerts) and view notification history. This ensures that collaborators stay informed about feedback developments without needing to manually check the feedback pane constantly.

Acceptance Criteria
Real-time In-App Notification for New Comments
Given a user is active in the app, when another collaborator posts a new comment on a timeline timestamp, then the user receives an in-app notification within 2 seconds displaying the commenter’s name, a snippet of the comment, and a clickable link to the exact timestamp.
Email Alert for New Replies
Given a user has enabled email notifications for replies, when someone replies to a comment thread they are participating in, then the user receives an email within 5 minutes containing the reply content, original comment context, and a direct link to view the threaded reply in-app.
Custom Notification Preference – Summary Digest
Given a user selects ‘Daily Summary’ in notification settings, at 8 AM each day, then the user receives a single email summarizing all comments, replies, task assignments, and resolutions from the previous 24 hours, organized by project and timestamp.
Notification History Accessibility
Given a user navigates to the ‘Notifications’ panel, when they open it, then the panel displays a chronological list of the past 30 days of notifications, filterable by type (comment, reply, assignment, resolution) and marked with read/unread status.
Silent Mode for Muted Threads
Given a user has muted a specific comment thread, when new comments or replies are added to that thread, then no in-app or email notifications are generated, and the thread remains excluded from the summary digest.
Feedback Export & Reporting
"As a creative director, I want to export all feedback and task statuses so that I can review progress offline and share a structured report with stakeholders."
Description

Offer export functionality that compiles all comments, threads, and task statuses into downloadable formats such as CSV or PDF. Reports should include timestamp references, assigned users, creation and resolution dates, and thread hierarchies. This feature supports offline review, stakeholder presentations, and project audits by providing a comprehensive, shareable record of the feedback process.

Acceptance Criteria
CSV Export of All Feedback Entries
Given a user selects 'Export CSV' and confirms export settings, when the system processes the request, then it generates and downloads a CSV file containing columns: Timestamp, Thread ID, Parent Comment ID, Commenter Name, Assigned User, Creation Date, Resolution Date, Status, and Comment Text; and the filename follows ‘Wavelet_Feedback_Export_<YYYYMMDD>_<HHMMSS>.csv’; and the export completes within 10 seconds for up to 10,000 entries.
PDF Report Generation with Thread Hierarchies
Given a user selects 'Download PDF Report', when the system initiates the export, then it generates a PDF with a cover page including the report title and export date, a table of contents, and threaded comments displayed with indentation reflecting hierarchy; each comment entry shows timestamp reference, assigned user, creation date, resolution date, and status; and the PDF is correctly paginated and downloadable within 30 seconds.
Filtered Export by Timestamp, User, and Status
Given a user applies filters for start date, end date, commenter, and resolution status, when the user clicks 'Export', then the exported CSV or PDF only includes feedback entries matching the selected filters; and the file metadata indicates the applied filter criteria.
Audit-Ready Export with Action History
Given a compliance officer requests an export with audit details, when the user selects 'Include Audit Trail', then the exported report includes an additional 'Action Type' column capturing events such as comment created, thread resolved, and status changed; and each record includes a system-generated checksum to verify data integrity.
High-Volume Feedback Export Performance
Given a feedback stream containing up to 50,000 comments and threads, when the user initiates CSV or PDF export, then the system successfully processes and generates the file without errors; CSV export completes within 30 seconds and PDF export within 60 seconds; and the UI displays a progress indicator updating at least every 5 seconds.

Storyboard Export

Export selected timeline sections as a shareable storyboard PDF or video preview. Creators can present annotated drafts to clients and stakeholders without granting platform access, simplifying reviews and approvals.

Requirements

Timeline Section Selection
"As a creator, I want to select specific timeline segments so that I can generate focused storyboards that highlight key scenes without exporting the entire project."
Description

Enable users to select multiple sections or clips from the timeline via intuitive UI controls (e.g., drag-and-select, checkboxes). This empowers creators to isolate and export specific parts of their project, streamlining storyboard creation and ensuring only relevant content is included.

Acceptance Criteria
Drag-and-Select Multiple Clips
Given a timeline with multiple clips, when the user clicks and drags a selection box over clips, then all clips within the box are highlighted and added to the selection panel.
Checkbox-Based Selection
Given that each clip displays a selection checkbox, when the user checks a clip’s box, then that clip is highlighted and listed in the selection panel.
Selection Persistence Across Navigation
Given a set of selected clips, when the user navigates to another panel and returns to the timeline, then all previously selected clips remain highlighted and listed.
Deselecting Individual Clips
Given one or more clips are selected, when the user Ctrl-clicks a selected clip or unchecks its box, then that clip is removed from the highlighted selection and the selection panel.
Export Button Activation
Given at least one clip is selected, when the user views the export controls, then the export button is enabled and triggers the export modal when clicked.
PDF Storyboard Generation
"As a digital artist, I want to export my selected storyboard sections as a PDF so that I can easily share polished drafts with clients for feedback."
Description

Automatically compile selected timeline sections into a formatted PDF storyboard, complete with thumbnails, timestamps, and customizable page layouts. This feature simplifies client reviews by producing professionally styled documents ready for sharing and annotations.

Acceptance Criteria
Export Selected Sections for Client Review
Given a user selects one or more timeline sections and initiates PDF export, when the export completes, then the generated PDF contains separate storyboard pages for each selected section in correct sequence; and the PDF filename auto-populates with <ProjectName>_Storyboard_<YYYYMMDD> format.
Apply Custom Page Layouts
Given a user chooses a predefined or custom page layout before export, when generating the PDF, then each page adheres to the selected layout settings (e.g., image size, caption position, margins) with no layout overflow or clipping.
Include Accurate Thumbnails and Timestamps
Given timeline sections include video frames, when exporting to PDF, then each storyboard page displays a thumbnail snapshot at the section start time with an accurate timestamp label matching the timeline metadata.
Compile Large Multi-Section Storyboards
Given a user exports more than 20 sections in a single PDF, when the system processes the request, then the export completes within 60 seconds; and the PDF maintains consistent formatting across all pages without errors or missing sections.
Support In-PDF Annotations
Given a user needs to annotate within the PDF, when exporting, then the PDF is generated with editable annotation layers allowing users to add comments and markups in standard PDF readers without compromising the storyboard layout.
Video Preview Export
"As a musician, I want to export a short video preview of selected audio-visual sequences so that I can showcase my work to collaborators without sharing the entire project file."
Description

Render a condensed video preview of selected timeline sections, combining clips with optional transition effects and watermarking. This preview offers stakeholders a quick visual summary without requiring full-platform access.

Acceptance Criteria
Preview Generation Workflow
Given the user selects multiple clips on the timeline and clicks 'Export Preview', when the export process starts, then a condensed video combining only the selected clips is generated and a success notification is displayed.
Transition Effects Integration
Given the user has enabled transition effects in export settings, when the preview is generated, then the specified fade, dissolve, or custom transitions are applied smoothly between each clip in the exported preview.
Watermark Enforcement
Given the user has enabled watermarking in settings, when the preview is exported, then a semi-transparent platform-specific watermark appears consistently in the bottom-right corner of every frame in the video file.
Download and Sharing Availability
Given the preview export completes successfully, when the export finishes, then the user can download the preview video as an MP4 file and a shareable link is generated with appropriate access permissions and expiry options.
Preview Quality and Duration Optimization
Given the user sets a maximum duration and quality in export settings, when the preview renders, then the video does not exceed the specified duration and maintains at least 720p resolution at 24 fps.
Annotation Layer Integration
"As a content creator, I want to annotate storyboard frames with notes and markers so that reviewers can clearly understand suggested changes and visual cues."
Description

Allow users to add, position, and style annotation layers (e.g., text notes, arrows, highlights) on storyboard frames or video previews. These annotations facilitate clear communication of edits, feedback, and design intentions directly within exports.

Acceptance Criteria
Adding Text Note to Storyboard Frame
Given the user has selected a storyboard frame and chosen the text annotation tool; When the user clicks on the frame, enters a text note, sets font size and color, and clicks Save; Then the annotation appears at the specified location with the chosen style and is included in the exported PDF and video preview.
Positioning Arrow Annotation on Video Preview
Given the user is viewing a video preview in the storyboard export interface; When the user selects the arrow annotation tool, draws an arrow on a specific timestamp, and confirms placement; Then the arrow is rendered accurately at the chosen timestamp and coordinates, and is visible in both PDF and video exports.
Applying Highlight Annotation Across Multiple Frames
Given the user needs to emphasize a sequence of frames; When the user selects the highlight tool, drags across consecutive frames, and applies the highlight; Then each frame in the selected range displays the highlight with consistent opacity and color in the exported outputs.
Styling Annotations with Custom Colors and Fonts
Given the user has multiple annotation layers on a frame; When the user changes color, font family, and size for a selected annotation and saves changes; Then the annotation updates to reflect the new styling instantly and maintains these settings in all exports.
Exporting Annotated Storyboard as PDF and Video Preview
Given the user has added and styled annotations on frames and previews; When the user clicks Export and chooses PDF or video preview; Then the download file contains all frames/video with annotations correctly overlaid, matches on-screen positioning and styling, and opens without rendering errors.
Secure Sharing and Access Control
"As an independent musician, I want to share my exported storyboard with time-limited access so that I can safely collect feedback without exposing my entire portfolio."
Description

Generate shareable links with configurable permissions (e.g., view-only, comment-enabled, expiration date) for PDFs and video previews. This ensures creators can control who accesses their storyboards and maintain security over their content.

Acceptance Criteria
View-Only PDF Link Generation
Given a storyboard PDF is selected as a resource When the creator selects 'Generate Shareable Link' and chooses 'View-Only' permission Then a unique URL is generated that allows the recipient to view the PDF only, without download or comment options.
Comment-Enabled Video Preview Link Generation
Given a video preview is selected When the creator generates a link with 'Comment-Enabled' permission Then the recipient can view the video and add time-stamped comments inline without altering the original file.
Expiration Date Configuration
Given the link creation interface displays expiration settings When the creator sets a specific future expiration date Then the link becomes invalid and returns an 'Access Denied' error after the specified date.
Link Revocation Functionality
Given one or more active shareable links exist When the creator revokes a specific link Then any subsequent access attempts to that link result in an 'Access Denied' response.
Permission Enforcement on Shared Links
Given a link is configured for view-only permission When a recipient attempts any restricted action (e.g., downloading, commenting) Then the system blocks the action and displays a 'Permission Denied' message.

TierTune

Dynamically adjusts licensing fee tiers in real time based on usage parameters like media type, distribution scale, and duration. Creators can instantly preview different pricing scenarios, ensuring they offer competitive rates while maximizing revenue potential.

Requirements

GeoGauge

Provides an interactive map interface to visualize and select territories for license coverage. Automatically recalculates fees for selected regions, simplifying global licensing decisions and helping creators expand their market reach efficiently.

Requirements

Interactive Territory Mapping
"As a creator, I want an interactive world map to view and select license territories so that I can intuitively manage my global coverage."
Description

Implement an interactive, zoomable world map interface that allows users to visualize countries and regions for licensing coverage. The map should load quickly, support panning and zooming, and clearly highlight selected and unselected territories. Integrate seamlessly with the GeoGauge dashboard, ensuring consistency in styling and responsive behavior across desktop and mobile devices.

Acceptance Criteria
Quick Map Initialization on Desktop
Given the user navigates to the GeoGauge dashboard on a desktop browser, when the page loads, then the interactive world map fully renders with pan and zoom controls visible within 2 seconds.
Map Rendering Performance on Mobile
Given the user accesses the GeoGauge dashboard on a mobile device, when the map component loads, then it renders correctly within 3 seconds, supports touch panning and pinch-to-zoom gestures, and maintains visual clarity.
Territory Selection Highlighting
Given the user clicks on a specific country or region, when the territory is selected, then it highlights using the designated selection color, and the corresponding region code is added to the selected territories list.
Smooth Zoom Functionality
Given the user uses zoom controls or mouse wheel/touch gestures, when a zoom action is initiated, then the map zooms in or out smoothly without rendering artifacts, and the current zoom level is updated in the UI.
Responsive Styling Across Viewports
Given the user resizes the browser or switches between desktop and mobile devices, when the dashboard layout adjusts, then the map container scales appropriately, retaining consistent styling and accessible controls.
Dynamic Fee Recalculation Upon Territory Selection
Given the user selects or deselects territories on the map, when the selection changes, then the license fee summary updates to reflect the new total cost for selected regions within 1 second.
Real-Time Fee Calculation
"As a musician, I want licensing fees to update in real time when I choose regions so that I know my costs instantly."
Description

Develop a dynamic fee calculation engine that automatically recalculates licensing costs as users select or deselect territories on the map. Display fee updates instantly in the UI, breaking down costs by region and tier. Ensure calculations account for currency conversions, volume discounts, and commission rates, with clear presentation of totals and subtotals.

Acceptance Criteria
Single Territory Selection Updates Fee
Given a user selects a single territory on the map When the selection is made Then the licensing fee for that territory is calculated and displayed instantly as a subtotal in the UI
Multiple Territory Selection with Volume Discount
Given a user selects multiple territories qualifying for a volume discount When the selection count meets or exceeds the discount threshold Then the total fee reflects the correct discounted rate and shows the discount amount applied in the UI
Territory Deselection Recalculates Fees
Given a user deselects a previously selected territory When the deselection is made Then the subtotal and total fees update immediately to exclude that territory’s cost
Currency Conversion Accuracy
Given territories are priced in different currencies When fees are displayed Then all fees are converted to the user’s selected currency using current exchange rates and presented with accurate converted subtotals and total
Commission Rate Application
Given a commission rate is configured for the user When fees are calculated Then the commission is applied to each territory fee and displayed separately in the breakdown with accurate totals
Multi-Region Selection Tools
"As a digital artist, I want to select multiple countries or regions at once so that I can quickly configure my license coverage."
Description

Provide tools for efficient multi-region selection, including drag-to-select, marquee selection, and checkbox lists for contiguous areas (e.g., EU, NAFTA). Enable users to add or remove entire groups of territories with a single action, improving speed and usability for bulk license definitions.

Acceptance Criteria
Group Checkbox Selection
Given the user opens the territory selection panel, when they check the 'EU' group checkbox, then all EU member territories are selected and the total license fee is updated to include all selected EU territories; and when they uncheck the 'EU' group checkbox, then all EU territories are deselected and the total license fee recalculates accordingly.
Drag-to-Select Territories
Given the interactive world map is displayed, when the user clicks and drags over multiple territories, then all territories fully encompassed by the drag path become selected, partial overlaps remain unselected, and the total license fee updates to reflect the newly selected territories.
Marquee Rectangle Selection
Given the map interface supports marquee selection, when the user draws a rectangular selection area, then all territories completely within the rectangle are selected, each selection can be adjusted before release, and the total license fee updates immediately upon finalizing the marquee selection.
Bulk Addition and Removal of Territory Groups
Given predefined territory groups (e.g., NAFTA, ASEAN) are listed, when the user clicks 'Add All' for a group, then all territories in that group are added to the selection and the fee recalculates; when the user clicks 'Remove All', then all territories in that group are removed from the selection and the fee recalculates.
Selection Persistence and Reversion
Given the user has made territory selections, when they navigate away from and then return to the selection interface, then their previous selections persist; and when they click 'Clear Selection', then all territories are deselected and the total license fee resets to zero.
Territory Customization Overrides
"As a creator, I want to override standard territory boundaries so that I can tailor licensing regions to my unique distribution needs."
Description

Allow users to customize default territory groupings by excluding specific subregions or adding custom-defined areas (e.g., metropolitan regions). Provide controls to override standard boundaries and save custom territory sets for reuse. Ensure overrides reflect immediately in fee calculations and map visuals.

Acceptance Criteria
Exclude Subregions from Default Territory Grouping
Given a default territory grouping is loaded, when the user excludes a specific subregion, then the subregion is removed from the current selection and visually deselected on the map. When the exclusion is applied, the license fee recalculation updates to reflect the removed subregion within two seconds. When the user saves the custom territory set, the exclusion persists and appears in the saved custom sets list.
Add Custom-Defined Areas
Given the user enters polygon drawing mode, when the user draws and names a custom geographic area, then the area is highlighted on the map and added to the current selection. When the custom area is added, the license fee recalculation includes the new area’s coverage cost. When the user saves the custom territory set, the custom-defined area persists in the custom sets list for future reuse.
Override Standard Boundaries Across Multiple Regions
Given multiple default territories are selected, when the user adjusts the shared boundary between them, then the map reflects the merged or split regions accurately. When the boundary override is applied, the license fee recalculation updates to account for the new territory configuration. When the user saves the override, the combined region appears as a single selectable custom set.
Immediate Reflection of Territory Overrides in Fee Calculations
Given any territory modification (exclusion, addition, boundary override), when the user makes the change, then the total and per-region license fees update in real time without requiring a page reload. When the recalculation completes, the updated fee breakdown displays within three seconds and matches the selected territories visually.
Save and Reuse Custom Territory Sets
Given the user has created or modified a custom territory selection, when the user clicks “Save as Custom Set” and provides a name, then the set is stored and listed under “My Custom Sets”. When the user selects a saved custom set in a later session, then the map and fee calculation automatically load the exact territory configuration. When the user edits a saved custom set, changes persist and update both the map visualization and fee calculations immediately.
Responsive Performance Optimization
"As a user, I want the map to load quickly and run smoothly on any device so that I can manage my territories without delays."
Description

Optimize the GeoGauge interface for high performance across devices. Implement lazy loading of map tiles, data caching strategies, and GPU-accelerated rendering where possible. Conduct performance testing to ensure smooth interactions, quick load times, and minimal memory usage on both desktop browsers and mobile devices.

Acceptance Criteria
Initial Map Load Performance
Given the user opens the GeoGauge interface on a supported device, When the map component initializes, Then the map's initial viewport tiles fully render within 2 seconds on desktop and within 3 seconds on mobile, And the interface remains responsive with input delay under 100ms.
Viewport-Targeted Lazy Loading
Given the user pans or zooms beyond the initial viewport, When new map tiles are required, Then only tiles within the current viewport are requested and loaded asynchronously, Ensuring no more than 3 concurrent tile fetch requests at any time.
Session-Based Tile Caching
Given a user revisits previously loaded map regions within the same session, When the map component needs tile data, Then tiles are retrieved from the local cache instead of making network requests, Reducing network tile requests by at least 70% for cached areas.
GPU-Accelerated Map Rendering
Given a device with WebGL support, When rendering vector map layers and animations, Then the application leverages GPU shaders to maintain a minimum of 30 frames per second during pan and zoom interactions.
Mobile Memory Usage Stability
Given the user interacts with the GeoGauge interface on a mobile device with 4GB RAM or less for at least 10 minutes, When performing typical map operations, Then memory usage does not exceed 500MB and remains stable with no increase greater than 10% over the session duration.

Contract Catalyst

Generates fully customizable licensing contracts in seconds, complete with pre-filled terms, electronic signature integration, and automated reminders. Streamlines the contract creation process, reducing administrative overhead and speeding up deal closures.

Requirements

Template Repository
"As a digital artist, I want to select and customize a predefined contract template so that I can quickly generate a licensing agreement without drafting from scratch."
Description

A centralized repository of customizable licensing contract templates that allows users to select, preview, and apply predefined contract structures. This requirement ensures consistency across contracts, reduces manual drafting time, and supports versioned template updates. The repository integrates seamlessly with the Contract Catalyst feature, enabling users to access templates directly from the dashboard, modify them as needed, and save custom versions for future use.

Acceptance Criteria
Default Template Selection
Given the user navigates to the Template Repository in the dashboard, When the default template list loads, Then at least five predefined contract templates are displayed and the user can select one.
Template Preview and Inspection
Given a user selects a template, When they click "Preview," Then a read-only view of the full template appears within the interface.
Template Customization and Saving
Given a user has previewed a template, When they modify placeholder fields and select "Save as Custom Template," Then the system saves the customized version under their account and it appears in "My Templates."
Version Control and History
Given a user edits an existing custom template, When they save changes, Then a new version entry is created in the template history, preserving previous versions accessible for rollback.
Dashboard Integration Access
Given a user is on the Contract Catalyst dashboard, When they click "Use Template," Then the repository opens within the dashboard and the selected template is loaded into the contract editor without navigation to another page.
Dynamic Term Variables
"As an independent musician, I want to customize contract terms through adjustable variables so that I can reflect unique deal specifics without manual edits."
Description

Capability to define, insert, and adjust dynamic variables (e.g., license duration, territorial rights, royalty percentages) within contract templates. This feature allows users to tailor contracts to specific deal terms through an intuitive interface, ensuring accuracy and flexibility. It integrates with the template repository and auto-populates variable fields based on user input or stored defaults.

Acceptance Criteria
Insert and Adjust Royalty Percentage
Given a contract template with a royalty field, when the user enters a royalty percentage value and clicks save, then the system should update the contract preview with the entered percentage and persist it in the database.; Given a template with a default royalty percentage and no user input, when the contract is initialized, then the default percentage should auto-populate the royalty field.
Set License Duration
Given a contract template, when the user selects a start and end date for license duration and confirms, then the contract preview should display the correct duration period and the system should store these dates accurately.
Define Territorial Rights
Given a contract template, when the user chooses one or more territorial regions from the list and saves, then the preview should list all selected territories and the system must save these selections against the contract record.
Auto-Populate Variables from Defaults
Given a contract template and existing default variable settings, when a new contract is created without user overrides, then all variable fields should auto-populate with the stored default values in both preview and database.
Edit Dynamic Variables Post-Creation
Given a saved contract with dynamic variables, when the user edits any variable value and clicks update, then the preview and stored contract record should reflect the updated values immediately.
Electronic Signature Integration
"As a freelancer, I want to send contracts for electronic signature directly from the platform so that I can finalize agreements faster and securely."
Description

Integration with leading e-signature providers (e.g., DocuSign, HelloSign) to enable secure, legally binding signatures within the Contract Catalyst workflow. This requirement covers authentication, signature capture, audit log generation, and real-time status tracking. It enhances user experience by eliminating the need for external signature steps and ensures compliance with digital signature regulations.

Acceptance Criteria
Initiate Signature Request
Given a user has created a licensing contract and selected recipients, when the user clicks 'Send for Signature', then the system calls the configured e-signature provider API, queues the signature request, and displays a confirmation message including the request ID.
Capture and Store Signatures
Given recipients receive the e-signature email and complete signing, when the signature is finalized, then the system retrieves the signed PDF from the provider, stores it in the contract’s repository, and records signature metadata in the audit log.
Real-Time Signature Status Updates
Given a sent signature request, when a recipient views, signs, or declines the document, then the system updates the contract status in real-time (within 30 seconds) and notifies the contract owner via in-app notification and email.
Audit Log Generation
Given any signature-related event (sent, viewed, signed, declined), when the event occurs, then the system creates an immutable audit entry with timestamp, user identity, IP address, event type, and document hash, accessible in the contract’s history.
Error Handling and Retry
Given an e-signature API call fails due to transient errors, when the failure occurs, then the system retries the call up to three times with exponential backoff, logs each attempt, and alerts the user if all retries fail, providing a manual retry option.
Automated Reminder System
"As a project manager, I want to receive automated reminders for unsigned contracts so that I can ensure timely completion of agreements."
Description

An automated notification and reminder system that tracks pending contract actions (e.g., unsigned agreements, expiring signature deadlines) and sends configurable email or in-app alerts. Users can set reminder schedules, customize messaging, and view reminder logs. This feature reduces administrative follow-ups and accelerates deal closure by keeping all parties informed of pending tasks.

Acceptance Criteria
Configurable Reminder Schedule
Given a user is on the reminder configuration page, When they select a contract action type, choose a reminder frequency (daily, weekly, custom date), and specify a time, Then the system stores these settings and displays them in the user's reminder overview.
Custom Reminder Messaging
Given a user opens the message template editor, When they input custom text and include placeholders for contract details (e.g., {{ContractName}}, {{DueDate}}), Then the system saves the template and correctly populates placeholders in test previews.
Email Reminder Dispatch
Given an unsigned contract action is pending and the scheduled reminder time arrives, When the system triggers the email module, Then an email is sent to the specified recipient's address with the correct template, current contract link, and no errors.
In-App Reminder Notification
Given a user has enabled in-app reminders, When a reminder event occurs, Then the user sees a notification badge, and the notification appears in their activity feed with the correct message and link to the pending action.
Reminder Log Accessibility
Given a user views their reminder history, When they filter logs by date, contract, or status, Then the system displays a paginated list of reminders with timestamps, message content, and delivery status.
Version Control & Audit Trail
"As a legal advisor, I want to review contract version history so that I can verify revisions and maintain compliance documentation."
Description

A version control mechanism that logs all contract edits, template changes, and signature events, providing a comprehensive audit trail. Users can compare versions, revert to previous iterations, and export change histories. This requirement ensures transparency, accountability, and regulatory compliance by capturing who made changes, when, and what was modified.

Acceptance Criteria
Audit Trail Generation for Contract Edits
Given a contract has been edited and saved, when the audit trail is viewed, then the log includes an entry with the editor's username, timestamp, and detailed description of changes Given multiple edits are made by different users, when the audit trail is accessed, then entries are recorded in reverse chronological order
Version Comparison for Template Updates
Given two versions of a contract template exist, when the user selects both versions and clicks ‘Compare’, then differences are highlighted line-by-line showing additions, deletions, and modifications
Reverting to Previous Contract Version
Given a user identifies an undesired change in the current contract version, when the user clicks ‘Revert’ on a selected previous version, then the system restores the contract to that version and logs the revert action in the audit trail
Exporting Change History for Compliance
Given a contract’s audit trail contains multiple entries, when the user selects the ‘Export History’ option and chooses a file format, then a downloadable file is generated containing the complete, time-stamped change history with user details
Signature Event Logging Verification
Given a contract has been signed by one or more parties, when the user views the audit trail, then signature events are logged with signer’s name, email, IP address, and signature timestamp

Bundle Builder

Enables creators to package multiple assets—such as audio tracks, stems, or artwork—into a single licensing offer with tiered discount options. Simplifies bulk licensing, encourages higher-value deals, and boosts overall sales.

Requirements

Asset Bundle Creator
"As an independent musician, I want to select and group various assets into one bundle so that I can offer a cohesive licensing package without manually managing each file."
Description

A user interface module that allows creators to select and group multiple assets—such as audio tracks, stems, and artwork—into a single bundle. The module supports drag-and-drop functionality, asset search and filter options, and displays selected items with thumbnails, metadata, and reorder controls to ensure an intuitive bundling experience.

Acceptance Criteria
Drag-and-Drop Asset Selection
Given the user is on the Asset Bundle Creator screen When the user drags one or more assets into the bundle area Then those assets appear in the selected list with correct thumbnails and metadata
Asset Search and Filtering
Given the user enters a keyword or selects a filter When the user applies the filter Then only assets matching the criteria are listed and available for bundling
Asset Reordering in Bundle
Given a bundle contains multiple assets When the user drags an asset to a new position Then the bundle order updates immediately and persists on page refresh
Asset Thumbnail and Metadata Display
Given the user selects assets for the bundle When the assets appear in the selected list Then each asset shows an accurate thumbnail, title, file type, and duration
Saving a New Asset Bundle
Given the bundle has a name and at least one selected asset When the user clicks Save Bundle Then the bundle is stored, listed in Bundles dashboard, and a confirmation message is displayed
Tiered Discount Configuration
"As a digital artist, I want to configure tiered discounts for larger bundles so that I can incentivize bulk purchases and boost my overall sales."
Description

A configuration panel where creators can define multiple discount tiers based on bundle size or asset count. The panel supports setting percentage or fixed-amount discounts, naming each tier, and previewing the impact on final prices. Validation rules ensure discounts remain within allowable ranges and do not conflict with platform or rights-holder policies.

Acceptance Criteria
Setup Discount Tier
Given the creator is on the Tiered Discount Configuration panel, when they enter a unique tier name, select percentage or fixed amount, and specify discount values within allowable ranges, then the tier is listed in the preview with correct discount calculations and naming.
Validate Discount Range
Given a tier is being configured, when the creator inputs a discount value below 0% or above the maximum allowed, then the system displays a validation error preventing the tier from being saved.
Prevent Conflicting Discounts
Given platform or rights-holder policies define maximum discount thresholds, when the creator attempts to set a tier discount exceeding those thresholds, then the system rejects the entry and shows an explanatory message.
Bulk Asset Count Application
Given the creator selects a bundle of multiple assets, when they preview the pricing, then the correct tiered discount for the selected asset count is applied and the final price updates immediately.
Fixed Amount Discount Calculation
Given a tier is set to a fixed-amount discount, when the creator previews a bundle price, then the specified fixed amount is subtracted from the total and the resulting price matches expected calculations.
Real-Time Pricing Calculator
"As a creator, I want to see real-time price updates when building a bundle so that I can ensure the offer aligns with my revenue goals and discount strategies."
Description

An interactive pricing calculator that updates bundle totals instantly as assets are added or discount tiers are applied. It displays a breakdown of base prices, discount amounts, and final cost, ensuring creators and buyers have transparent, accurate pricing information before proceeding to license a bundle.

Acceptance Criteria
Real-Time Price Calculation on Asset Addition
Given a user bundle is empty When the user adds an asset priced at $20 Then the base price displays $20 And the discount amount displays $0 And the final cost displays $20
Discount Tier Application and Breakdown Update
Given a bundle with a base price of $100 When the user selects the 10% discount tier Then the discount amount displays $10 And the final cost updates to $90
Asset Removal Reflects in Pricing Breakdown
Given a bundle containing assets totalling $50 When the user removes one asset priced at $15 Then the base price updates to $35 And the discount recalculates accordingly And the final cost updates to reflect the change
Performance Under Multiple Asset Changes
Given a user adds or removes more than five assets in under five seconds When the operations complete Then the pricing calculator updates base price, discount, and final cost within 200 milliseconds for each change
Handling Invalid Discount Tiers
Given a user enters a discount tier outside the allowed range When the user applies the discount Then the calculator displays an error message “Invalid discount tier” And pricing remains unchanged
Bundle Preview & Summary
"As a creator, I want to preview my bundle and all associated details before publishing it so that I can verify accuracy and make adjustments if needed."
Description

A preview screen that provides a comprehensive summary of the bundle, including asset thumbnails, names, bundled licensing terms, applied discounts, and total pricing. This preview includes options to edit individual assets, adjust discount tiers, and confirm terms before finalizing the bundle for licensing.

Acceptance Criteria
Bundle Summary Display
Given a user navigates to the bundle preview screen, Then the system displays all selected asset thumbnails, names, licensing terms, applied discounts, and the total price; All bundle items are listed with correct metadata; The pricing breakdown shows original price, discount amount, and final total.
Editing Individual Assets
Given a user selects an asset thumbnail in the preview, When they click the Edit icon, Then an editing interface opens allowing removal or metadata updates; After saving changes, the bundle summary refreshes to reflect asset edits.
Adjusting Discount Tiers
Given multiple discount tiers available for the bundle, When the user selects a different tier, Then the discount percentage updates and the total price recalculates in real time.
Price Calculation Accuracy
Given a bundle with N assets and a selected discount, Then the total price equals the sum of individual asset prices minus the correct discount amount; Prices are rounded to two decimal places.
Confirming Terms and Finalizing Bundle
Given the user has reviewed the bundle summary, When they check the 'Agree to Terms' checkbox and click 'Confirm & License', Then a confirmation dialog appears and, upon user confirmation, the bundle is licensed and the user is redirected to a success screen.
Licensing Terms Integration
"As an artist, I want to attach clear licensing terms to my bundle so that buyers understand usage rights and I maintain legal control over my work."
Description

An integrated system for attaching standardized or custom licensing templates to each bundle. Creators can select from predefined rights packages (e.g., commercial use, exclusivity) or upload custom agreements. The system enforces required fields, supports digital signatures, and ensures terms are bound to the bundle during checkout.

Acceptance Criteria
Selecting a Predefined Licensing Template
Given the creator is in the Bundle Builder and opens the Licensing Terms panel When the creator clicks the “Predefined Templates” dropdown Then at least three standard templates (Commercial Use, Exclusivity, Non-Exclusive) are displayed And when the creator selects a template, all associated fields auto-populate correctly And when the creator saves, the selected template is attached to the bundle record
Uploading a Custom Licensing Agreement
Given the creator is in the Licensing Terms panel When the creator clicks “Upload Custom Agreement” and chooses a file Then the system accepts only PDF or DOCX files up to 10MB And displays a preview of the document within 5 seconds And when the creator confirms, the custom agreement is attached to the bundle
Enforcing Required Licensing Fields
Given the creator has opened a license template or uploaded a custom agreement When the creator attempts to save or proceed to checkout Then the system validates that all required fields (License Name, Usage Rights, Duration, Price) are filled And if any field is missing, it displays a clear inline error message and blocks the action
Binding License Terms During Checkout
Given the creator or buyer is on the Bundle Checkout page When the bundle includes attached licensing terms Then the order summary displays the selected license name and key terms And the system associates the license template ID with the bundle order record And no further edits to the licensing terms are allowed past this point
Completing Digital Signature for License
Given a licensing agreement is attached to a bundle When the creator or buyer initiates the digital signature process Then the e-signature modal launches within 3 seconds And captures a timestamped signature saved to the agreement record And the system prevents checkout completion until the signature is valid and stored

ProfitPulse

Delivers real-time revenue forecasting and performance analytics for active licenses. Tracks projected earnings, highlights underperforming regions or usage types, and offers data-driven recommendations to optimize pricing strategies.

Requirements

Real-time Data Ingestion
"As a digital artist, I want my latest license usage data to be captured and processed instantly so that I can rely on real-time revenue forecasts and make timely decisions."
Description

Ensure that ProfitPulse ingests license usage and sales data in real-time from multiple sources, normalizes it, and stores it for immediate analysis. This functionality enables up-to-the-minute revenue forecasting, reduces latency in insights delivery, and ensures that all downstream analytics and recommendations reflect the most current data.

Acceptance Criteria
Multiple Source Data Stream Initiation
Given multiple license usage and sales data sources are configured, when data is emitted from any source, then the system ingests and acknowledges receipt within 1 second for at least 99% of events.
Data Normalization Accuracy
Given raw data from various sources is ingested, when normalization occurs, then all records conform to the defined schema with required fields populated, value formats standardized, and no normalization errors logged.
Low Latency Data Availability
Given real-time ingestion is active, when new data arrives, then it becomes available for downstream analytics and forecasting within 5 seconds at least 95% of the time.
Error Handling for Data Ingestion Failures
Given a transient failure in connecting to a data source, when the ingestion fails, then the system retries up to 3 times within 1 minute, logs each failure with error details, and resumes ingestion automatically.
Scalability under Peak Load
Given a simulated peak load of 10,000 events per second, when ingestion is active, then the pipeline processes at least 9,000 events per second with an error rate below 0.1% and no data loss.
Dynamic Forecast Engine
"As an independent musician, I want to see forecasted earnings for my licenses so that I can plan my budget and marketing strategies."
Description

Implement a predictive engine that analyzes historical sales and usage patterns to generate rolling revenue forecasts for active licenses. It should apply statistical models and machine learning to account for seasonality, usage trends, and pricing variations, providing accurate projections for the next 30, 60, and 90 days.

Acceptance Criteria
Forecast Accuracy Verification
Given historical sales and usage data for the past year, when the engine generates a 30-, 60-, and 90-day rolling forecast, then each forecasted value must be within ±5% of the actual recorded revenue for the corresponding period.
Seasonal Variation Adjustment
Given known seasonal patterns identified in historical data, when the forecast engine runs, then output projections must reflect at least a 10% increase or decrease aligned with historical seasonal peaks and troughs.
Real-time Data Integration
Given new usage events are ingested into the system, when data sync completes, then the rolling forecasts update within 5 minutes to include the latest events.
Custom Pricing Impact Analysis
Given user-defined price adjustments for specific regions or usage types, when the forecast runs, then revenue projections must recalculate and display percentage impact compared to baseline forecasts.
High-Volume Forecast Performance
Given a dataset of one million sales and usage records, when the forecasting process executes, then the engine must complete all three forecast horizons in under 10 seconds with CPU and memory usage within defined architectural thresholds.
Geographical Performance Dashboard
"As a digital artist, I want to view my revenue performance by region so that I can identify markets to focus my promotional efforts."
Description

Provide an interactive dashboard that visualizes revenue performance metrics by region, highlighting underperforming and high-performing markets. The dashboard should allow filtering by country, time period, and usage type, offering actionable insights into geographical trends and market opportunities.

Acceptance Criteria
Dashboard Renders Map and Metrics on Load
Given the user opens the Geographical Performance Dashboard When the page loads Then the regional map displays with correct color-coding representing revenue tiers, the metrics table shows total revenue per region, and all visual elements render within 2 seconds without errors.
Country Filter Application
Given the dashboard is loaded When the user selects a specific country from the country filter Then the map highlights only the chosen country, the metrics table updates to show data for that country, and the URL query parameter reflects the selected country.
Time Period Filter Application
Given the dashboard is loaded When the user sets a custom date range Then the displayed map and metrics update to reflect only data within the selected period, charts adjust their x-axis accordingly, and previous selections are cleared.
Usage Type Filter Application
Given the dashboard is loaded When the user selects one or more usage types Then the regional map and metrics table refresh to include only the specified usage types, and the filter state persists after page refresh.
Performance Highlighting by Region
Given the dashboard displays regional revenue data When the data loads Then regions with revenue below the performance threshold are marked in red, regions above the threshold are marked in green, and the top three high-performing and bottom three underperforming regions are listed in a summary panel.
Pricing Recommendation Engine
"As a creator, I want personalized pricing recommendations so that I can adjust my license fees to maximize my earnings."
Description

Develop a recommendation system that suggests optimized pricing strategies for licenses based on performance analytics, market demand, and competitor benchmarks. Recommendations should include price adjustments, tiered licensing options, and promotional pricing to maximize revenue.

Acceptance Criteria
Real-Time Price Adjustment Recommendation
Given at least 30 days of license usage data, when the user requests pricing recommendations, then the engine presents at least 3 price adjustment options with projected revenue uplift percentages.
Tiered Licensing Strategy Suggestion
Given a change in market demand index of ±10% for a license tier, when generating tiered options, then the engine proposes at least 2 new multi-tier pricing structures aligned within ±5% of competitor median prices.
Competitor Benchmark Price Comparison
Given competitor pricing data for the same license type and region, when the user runs a benchmark analysis, then the engine identifies any licenses priced outside ±15% of the market average and recommends corrective price points.
Promotional Pricing Opportunity Identification
Given a selected promotion period and target margin threshold of 20%, when the user requests promotional pricing, then the engine suggests discount price points that achieve at least the threshold while targeting a minimum 10% revenue increase.
Revenue Forecast Accuracy Validation
Given projected revenue forecasts for recommended price changes over the next quarter, when the simulation runs, then the forecasted figures deviate no more than 5% from actual revenues after implementation.
Threshold Alert Notifications
"As a musician, I want to receive alerts when my projected earnings drop below a set threshold so that I can take corrective action quickly."
Description

Enable configurable alerts that notify users when revenue projections fall below or exceed specified thresholds, or when specific regions or usage types underperform. Alerts should be delivered via email and in-app notifications, ensuring proactive management.

Acceptance Criteria
Revenue Projection Threshold Breach Alert
Given a user has configured a lower revenue threshold, When the system’s forecasted revenue drops below that threshold, Then an email and an in-app notification must be sent to the user within 2 minutes.
Underperforming Region Notification
Given a user sets a performance threshold for a specific region, When the projected revenue for that region falls below the threshold in the next 30 days, Then the user must receive a detailed notification indicating the region name and projected shortfall.
Exceeding Usage Type Revenue Alert
Given a user defines an upper threshold for a usage type, When the projected revenue for that usage type exceeds the threshold, Then the system must trigger both an in-app alert and an email summarizing the exceeded amount and usage details.
Email Delivery Confirmation for Alerts
Given an alert is triggered, When the system sends the email notification, Then the alert history must log a successful delivery status or capture a failure reason within 5 minutes.
In-App Alert Visibility and Acknowledgment
Given new alerts exist, When the user accesses the notifications center, Then all unacknowledged alerts must be clearly highlighted, and the user must be able to acknowledge each alert, removing it from active notifications upon acknowledgment.

API Linker

Offers a robust API for seamless integration with external platforms (e.g., marketplaces, streaming services, ad networks). Automates fee calculations and contract deployments across channels, ensuring consistent licensing workflows and accelerating time to market.

Requirements

Endpoint Configuration
"As a platform administrator, I want to configure external API endpoints and their parameters so that Wavelet can connect seamlessly with various marketplaces and streaming services."
Description

Provide an administrative interface and API for defining and managing external platform endpoints, including base URLs, required parameters, headers, and authentication settings. This configuration should allow for easy addition, modification, and testing of new integrations within Wavelet’s dashboard.

Acceptance Criteria
Adding a New External Platform Endpoint
Given an authenticated administrator accesses the endpoint configuration screen When they enter a valid platform name, base URL, required parameters, headers, and authentication settings and click Save Then the system stores the new endpoint in the database and displays it in the list of configured endpoints with a success message.
Modifying an Existing Endpoint Configuration
Given an authenticated administrator views the list of configured endpoints When they select an endpoint, update its base URL, parameters, headers, or authentication settings and click Update Then the system persists the changes and reflects the updated configuration in both the UI and API responses within 2 seconds.
Deleting an Endpoint Configuration
Given an authenticated administrator views an endpoint’s detail view When they click Delete and confirm the action Then the system removes the endpoint from the database, no longer displays it in the UI or API responses, and shows a confirmation message.
Testing an Endpoint Connection
Given an authenticated administrator is configuring or editing an endpoint When they click Test Connection Then the system attempts to connect using the provided URL, parameters, headers, and authentication settings and returns a success or detailed failure message within 5 seconds.
Retrieving Endpoint Configurations via API
Given an authenticated API client sends a GET request to /api/endpoints When valid credentials are provided Then the API returns a 200 response with a JSON array of all configured endpoints including platform name, base URL, parameters, headers, and authentication settings.
Authentication Management
"As a platform administrator, I want to manage and refresh API credentials securely so that integrations remain authenticated and uninterrupted."
Description

Implement support for multiple authentication methods (e.g., OAuth2, API keys, JWT) with secure storage and automatic token refresh. Administrators should be able to add, edit, and remove credentials, and the system should handle authentication flows transparently.

Acceptance Criteria
Admin Adds New Authentication Method
Given an authenticated administrator on the Credentials Management page When the administrator selects Add Credential, chooses OAuth2, enters valid Client ID and Client Secret, and clicks Save Then the system securely encrypts and stores the credentials, displays the new credential in the list with masked values, and shows a success notification
Automatic Token Refresh on Expiration
Given an existing OAuth2 credential with an access token near expiration When the system processes an API request using the expired token Then it automatically uses the stored refresh token to request a new access token, updates the stored token transparently, retries the original API request, and logs the refresh event
Administrator Edits Existing Credential
Given an administrator viewing an existing API key credential When the administrator updates the key value to a valid format and clicks Save Then the system validates the new key, encrypts and replaces the existing credential, reflects the change in the credential list, and displays a confirmation message
Administrator Removes Credential
Given an administrator on the Credentials Management page with one or more credentials When the administrator selects a credential and clicks Delete, then confirms the deletion Then the system removes the credential from the datastore, ensures it is no longer visible in the UI or retrievable via API, and shows a deletion success message
Unauthorized API Request Handling
Given an incoming API request without valid authentication credentials When the system receives the request Then it rejects the request with a 401 Unauthorized response including an error code and message, and logs the unauthorized access attempt
Fee Calculation Logic
"As an independent musician, I want Wavelet to automatically calculate platform fees and royalties so that I can accurately forecast my net earnings."
Description

Develop a dynamic engine that ingests platform-specific fee schedules, commission rates, and royalty rules to calculate fees automatically. The logic should handle tiered structures, discounts, and custom overrides, returning real-time cost breakdowns.

Acceptance Criteria
Single Platform Fee Calculation
Given a platform-specific fee schedule and commission rate are ingested, when a single transaction amount is submitted to the engine, then the system calculates and returns the exact fee and net payout in real time within 200ms.
Tiered Commission Handling
Given a tiered commission structure with multiple revenue thresholds defined, when the total revenue for a transaction crosses each threshold, then the engine applies the correct tier rate to the appropriate revenue segments and returns a detailed breakdown matching manual calculations.
Discount Application
Given a discount rule or promotional code is defined in the fee schedule, when the discount is applied to a transaction, then the system reduces the calculated fee by the specified discount percentage or amount and reflects both original and discounted fees in the cost breakdown.
Custom Fee Override
Given a custom fee override exists at the artist or contract level, when the override parameter is present, then the engine prioritizes the override rate over the default schedule and logs the override applied, provided the override is within allowed bounds.
Real-Time Multi-Channel Aggregation
Given multiple platform fee schedules are configured simultaneously, when a request for aggregated fee calculation across channels is made, then the engine returns individual platform fees and the total aggregated fee in a single response within 300ms.
Contract Deployment Automation
"As a digital artist, I want Wavelet to deploy licensing contracts automatically across multiple distribution channels so that I can secure agreements quickly and consistently."
Description

Automate the generation, customization, and deployment of licensing contracts via external APIs. Support templating, digital signatures, and status tracking to ensure contracts are created and executed across channels without manual intervention.

Acceptance Criteria
Automatic Contract Template Selection
Given a user submits a licensing request with a selected license type and creator profile, when the API Linker triggers contract generation, then the system automatically selects and applies the corresponding contract template without manual input.
Templating Custom Field Population
Given a chosen contract template is loaded, when metadata such as artist name, usage terms, and fees are provided, then all dynamic fields in the template are populated accurately and completely before deployment.
Digital Signature Workflow
Given a populated contract ready for execution, when the deployment process initiates, then the system sends a digital signature request to all required signatories and confirms each signature is captured and validated successfully.
Cross-Platform Deployment Verification
Given configured endpoints for external platforms (e.g., marketplace, streaming service, ad network), when the contract deployment is executed, then the contract is delivered to each API endpoint and acknowledged by receiving platforms with a success response code.
Error Handling and Retry Mechanism
Given a failed API call during contract deployment, when an error is detected, then the system retries the request up to three times with exponential backoff and logs each attempt, marking the deployment as failed only after all retries.
Real-time Contract Status Tracking
Given a contract has been deployed, when the external platform updates contract status (e.g., pending, signed, active), then the system receives status webhooks and updates the contract record in the dashboard within 30 seconds.
API Monitoring and Logging
"As a platform administrator, I want to monitor API calls and errors in real time so that I can identify and resolve integration issues promptly."
Description

Implement comprehensive logging and monitoring of all API interactions, capturing request/response payloads, performance metrics, and error details. Provide a dashboard with real-time alerts and historical reports to aid in troubleshooting and SLA compliance.

Acceptance Criteria
Request and Response Payload Logging
Given an API request is made, when the request completes, then the system logs the full request and response payload to the logging store within 2 seconds, including headers, body, timestamp, and unique identifiers.
Performance Metrics Tracking
Given API endpoints handle requests, when requests are processed, then the system records and aggregates latency, throughput, and error rate metrics in the real-time dashboard with a refresh interval of 30 seconds or less, displaying metrics for the last 24 hours.
Error Details Capturing
Given an API call results in a client or server error, when the error occurs, then the system logs the error code, message, stack trace, request context, and automatically tags the log entry for quick filtering.
Real-Time Alerting
Given configured SLA thresholds for latency and error rates, when thresholds are breached for two consecutive monitoring intervals, then the system sends alert notifications via email and Slack within one minute, including incident details and links to the dashboard.
Historical Reporting Generation
Given the request logs and performance metrics stored in the system, when a user requests a historical report for a specified period (up to 30 days), then the system generates and exports a PDF or CSV file with daily summaries and key statistics in under two minutes.
Data Mapping and Normalization
"As a data analyst, I want consistent and normalized data from multiple external sources so that I can generate accurate performance and revenue reports."
Description

Design a flexible framework to map and normalize incoming data (metadata, usage statistics, financial reports) from external platforms into Wavelet’s internal schema. Ensure data consistency, validation, and transformation rules are configurable.

Acceptance Criteria
Metadata Field Mapping from External Music Platform
Given a mapping configuration mapping external fields to internal fields, when the API linker receives metadata with external field names, then it maps each external field to its corresponding internal field correctly. Given mandatory internal fields (e.g., title, artist_id) are defined, when metadata arrives missing these fields, then the system flags an error and logs it. Given extra fields exist in incoming metadata, when processing the metadata, then the system ignores unmapped fields and logs their names for review.
Usage Statistics Normalization Across Platforms
Given usage statistics from multiple platforms with varying units/formats (plays, listens), when the system ingests usage data, then it converts all metrics into a standardized unit and stores them. Given a configurable normalization rule (e.g., per-minute vs per-second), when normalization rules are updated, then the system applies updated rules to subsequent ingestions. Given incoming usage data timestamps in different timezones, when normalized, then all timestamps are converted to UTC.
Financial Report Transformation for Royalty Calculations
Given a financial report in CSV or JSON from an external ad network, when ingested, then the system applies transformation rules to align field names and value formats to internal schema. Given currency conversion rates are configured, when financial values in different currencies are processed, then the system converts amounts to the platform’s base currency with two decimal precision. Given the incoming report contains nested data structures, when normalizing, then the system flattens nested fields according to configuration.
Configurable Validation Rule Enforcement
Given a new validation rule is defined in the system (checking string length, regex), when the rule is activated, then the system enforces it on incoming data and rejects entries failing the rule. Given validation rules can be prioritized, when multiple rules apply to a field, then the system applies rules in the defined priority order.
Handling Invalid or Malformed Incoming Data
Given incoming payload with malformed JSON or invalid structure, when processing, then the system rejects the payload with a descriptive error message. Given the system retries on transient errors up to 3 times, when a network issue occurs during data ingestion, then the system retries and logs each attempt. Given invalid payloads are stored, when an ingestion fails after retries, then the system persists the payload in an error queue for manual inspection.

Live Sync Preview

Upload a short video clip and audition selected tracks in real time, hearing exactly how the music aligns with your visuals to ensure seamless audio-visual harmony before finalizing your choice.

Requirements

Video Clip Uploader
"As a digital artist, I want to upload my short video clip directly into Wavelet so that I can audition music tracks against it without leaving the platform."
Description

Enable users to upload short video clips in various formats (MP4, MOV, AVI) up to 60 seconds in length. The uploader should support drag-and-drop, file browsing, and display upload progress. Once uploaded, the video is stored securely, optimized for web playback, and immediately available for preview integration. This functionality ensures users can quickly bring their visual content into Wavelet for audio auditioning without external tools.

Acceptance Criteria
Drag-and-Drop Upload Initiation
Given a user drags a supported video file into the designated upload area, When the file hovers over the dropzone, Then the zone highlights within 200ms and the upload begins automatically upon file drop.
File Browsing Upload
Given a user clicks the 'Browse' button and selects a valid video file, When the selection is confirmed, Then the uploader queues the file and starts the upload immediately.
File Format and Length Validation
Given a user selects a video file, Then the system verifies the file format is MP4, MOV, or AVI and the duration is ≤ 60 seconds, and If either check fails, an error message is displayed and the upload is canceled.
Upload Progress Display
Given a file upload is in progress, Then the interface displays a real-time progress bar indicating percentage complete and estimated time remaining.
Secure Storage and Playback Optimization
Given the upload completes successfully, Then the system stores the video securely, optimizes it for web playback, and makes it available for preview integration within 5 seconds.
Real-Time Audio Sync Engine
"As an independent musician, I want to hear how my track plays with the video clip in real time so that I can confirm sync and mood fit before finalizing my selection."
Description

Implement a synchronization engine that plays selected audio tracks in real time alongside the uploaded video, maintaining frame-accurate alignment. The engine should handle seamless buffering, low-latency playback, and dynamic track changes, ensuring users hear precisely how each track matches their visuals. This core capability delivers immediate feedback on audio choices, reducing trial-and-error and accelerating decision-making.

Acceptance Criteria
Initiating real-time audio sync preview
Given a user uploads a video clip and selects an audio track, when playback is started, then the system begins audio and video playback within 300ms and maintains synchronization within one video frame (≤33ms).
Switching audio tracks during live preview
Given a preview is in progress, when the user switches to a different audio track, then the system loads and plays the new track within 200ms without pausing video playback and preserves frame-accurate synchronization.
Handling network latency during sync playback
Given the user’s connection experiences packet loss or jitter, when streaming audio for sync preview, then the system maintains continuous playback with buffering adjustments ensuring no desynchronization beyond one frame and no audible dropouts.
Maintaining sync after pause and resume
Given the user pauses a synchronized preview at any timestamp, when playback is resumed, then audio and video restart at the exact paused frame with no drift or offset.
Buffering performance for long-duration videos
Given a video clip longer than 5 minutes, when initiating preview, then the system buffers only upcoming 10 seconds of audio/video and begins playback within 500ms, ensuring smooth continuous sync throughout the clip.
Visual-Audio Timeline Overlay
"As a content creator, I want to scrub through the combined video and audio timeline so that I can pinpoint and adjust exact sync points for optimal harmony."
Description

Provide a synchronized timeline view that overlays audio waveforms on the video scrub bar. Users can scrub through frames and see corresponding waveform peaks, allowing precise navigation to specific moments. Controls for zoom, pan, and marker placement enable users to fine-tune sync points and review audio-visual alignment at any timestamp. This integration enhances precision in editing and selection.

Acceptance Criteria
Waveform Overlay Display on Scrub Bar
Given a user uploads a video, when the scrub bar loads, then the corresponding audio waveform is overlaid accurately along the timeline and visible without overlap or clipping.
Accurate Synchronization of Audio and Video Timelines
Given video playback at any timestamp, when the user scrubs to a frame, then the audio waveform peak aligns within +/- 50ms of the actual audio content at that frame.
Interactive Zoom and Pan Functionality
Given the user engages the zoom control, when the zoom level changes, then the scrub bar and waveform scale smoothly and allow pan across the entire timeline without distortion.
Marker Placement and Management
Given the user clicks on a specific point in the timeline, when placing a marker, then a marker appears at the exact frame and remains draggable for adjustment within +/- 5 frames precision.
Precision Review at Specific Timestamps
Given markers placed on the timeline, when the user navigates between markers, then the video and audio playback starts exactly at the marker timestamp with synced audio and visual cues.
Track Selection Interface
"As an artist, I want an intuitive track browser within the sync preview so that I can quickly switch between songs and compare how each fits my video."
Description

Design a dedicated UI panel for browsing and selecting audio tracks during live sync preview. The panel should list available tracks with metadata (title, genre, duration), thumbnail visuals, and play/pause controls. Users can filter, sort, and search within the panel, then click to instantly audition a new track without interrupting playback. This interface streamlines track exploration and comparison.

Acceptance Criteria
Browsing Available Tracks
Given the Track Selection Interface is opened, When the user views the track list, Then each track entry displays title, genre, duration, and thumbnail, and each has visible play/pause controls; And the list loads within 2 seconds.
Filtering and Sorting Tracks
Given multiple tracks are listed, When the user applies a genre filter, search term, or sort option, Then the displayed list updates correctly within 1 second; And a clear filter option resets the list to show all tracks.
Instantaneous Track Audition
Given a video clip is playing, When the user clicks on a new track in the interface, Then the selected track begins playback in sync with the video without interrupting the viewing experience and without audio glitches.
Search Functionality
Given the user types into the search field, When the user pauses typing for 300ms, Then the list dynamically filters to show only tracks whose titles contain the entered keyword; And no unrelated tracks appear.
Responsive UI Behavior
Given the interface is viewed on desktop, tablet, or mobile, When the screen size changes, Then the panel adjusts to display at least 80% of its content; And all buttons and controls remain functional and visible.
Export Synced Preview
"As a project manager, I want to export a synced video-audio preview so that I can share it with clients for approvals without requiring them to log in to Wavelet."
Description

Allow users to export a low-resolution preview combining the video and selected audio into a single shareable file (MP4). Export settings should include resolution presets, audio normalization, and watermark options. Users receive a downloadable link or shareable URL, enabling collaboration with stakeholders or posting drafts. This feature extends the preview beyond the platform for external review.

Acceptance Criteria
User Exports Low-Resolution Preview with Default Settings
Given a video clip and selected track, when the user chooses the default export preset and clicks Export, then the system generates a 480p MP4 file combining video and normalized audio, applies the default watermark (if enabled), and provides a download link within 30 seconds.
User Selects Custom Resolution Preset
Given a video clip and selected track, when the user selects a 720p or 1080p resolution preset and clicks Export, then the system outputs an MP4 file at the chosen resolution with normalized audio and returns a download link.
User Enables or Disables Watermark Option
Given a video clip and selected track, when the user toggles the watermark option off and exports, then the generated MP4 contains no watermark; when toggled on, the watermark appears in the bottom-right corner of the preview file.
User Receives a Shareable URL for External Review
Given a successful export, when the user opts to generate a shareable URL, then the system creates a secure, unique URL valid for 7 days, and visiting the URL streams the preview MP4 in browser without requiring login.
System Handles Exports of Up to Two-Minute Video Clips
Given a video clip up to two minutes in length and a selected track, when the user exports, then the system completes the export within two minutes, without errors or timeouts, and provides a download link.

AI Scene Reader

Automatically analyze uploaded footage’s mood, pacing, and energy with AI-powered scene recognition. Get tailored track recommendations that match your video’s emotional arc and narrative flow instantly.

Requirements

Scene Mood Classification
"As a video creator, I want the system to automatically classify the mood of my scenes so that I can quickly select music that fits the emotional tone of my project."
Description

Implement an AI-driven module that analyzes uploaded video footage to identify and classify the overall mood of each scene (e.g., joyful, somber, tense). The module should leverage deep learning models trained on diverse visual and audio datasets to ensure high accuracy across various content types. Outputs must be stored in a standardized format for downstream processing and visible in the dashboard for user review. Successful integration will enable creators to quickly understand the emotional tone of their footage and facilitate more relevant music matching.

Acceptance Criteria
User initiates mood analysis
Given a user uploads video footage When the system processes the footage Then a mood classification label (joyful, somber, tense) is generated for each scene with at least 90% confidence
Standardized output storage
Each mood label is stored in JSON format with keys "scene_id", "start_time", "end_time", "mood_label", "confidence_score"
Dashboard display of mood labels
When analysis completes, the dashboard lists each scene's mood label and confidence score next to its thumbnail, updated within 5 seconds of processing
Cross-Content accuracy validation
The model maintains at least 85% classification accuracy across 3 distinct content types (e.g., documentary, music video, animation) as measured on a validation dataset
Error handling for unsupported formats
If the user uploads a video in an unsupported format Then the system returns an error message "Unsupported format: [format]" and suggests supported formats without crashing
User re-requests analysis
When a user re-requests analysis on the same footage Then the system retrieves cached results in under 2 seconds instead of reprocessing
Pacing & Energy Detection
"As a filmmaker, I want the platform to detect the pacing and energy of my footage so that suggested tracks align with the tempo and intensity of my video."
Description

Develop an AI sub-component that evaluates the pacing and energy levels of each scene by analyzing frame rate changes, motion intensity, and audio dynamics. The component should output metrics such as beats per minute equivalents for motion and energy curves over time. These metrics will integrate into the scene reader pipeline to inform both visualization and track recommendation modules. Reliable pacing data will allow creators to sync music transitions precisely with on-screen action.

Acceptance Criteria
Real-time Pacing Analysis for Short Clips
- Given a video clip under 30 seconds is uploaded, when processed, the AI component returns a BPM value within ±5% of a manually calculated benchmark - Energy curve data is output at least once per second, with values normalized between 0 (low) and 1 (high) - Processing time does not exceed 5 seconds for clips up to 30 seconds in length
High-motion Scene Detection in Sports Footage
- Given a 1-minute sports highlight clip is analyzed, when motion intensity peaks occur, the component marks corresponding timestamps within ±0.25 seconds - The detected pacing BPM aligns within ±3% of ground truth for fast-paced scenes - Energy dropouts are identified when motion intensity falls below 0.2 for at least 2 seconds
Audio-Visual Energy Curve Generation for Narrative Video
- Given a narrative scene with dynamic audio, when the component analyzes both audio and video, it outputs a combined energy metric at 0.5-second intervals - The energy curve reflects audio amplitude peaks with at least 90% recall compared to audio-only analysis - Visual motion contributions are weighted 30%–50% in final energy computation
Beat-matched Track Recommendation for Highlight Reels
- Given a curated highlight reel, when pacing and energy metrics are provided, the recommendation engine selects tracks whose BPM is within ±2 BPM of the detected pacing - Recommended tracks’ energy profiles correlate with the scene energy curve with a Pearson correlation coefficient ≥0.8 - At least 3 distinct track options are presented
Bulk Processing of Multiple Scenes in Batch Uploads
- Given a batch of up to 20 video files is uploaded, when processed sequentially, the system completes pacing and energy analysis for all files within 10 minutes - Each file’s metrics are correctly associated with its unique ID in the output - No analysis failures occur; error reports are generated only for corrupted input files
Emotional Arc Visualization
"As a digital artist, I want to see a visual representation of my video’s emotional arc so that I can pinpoint key moments and choose music that best complements each segment."
Description

Create an interactive visualization interface that maps the detected mood, pacing, and energy metrics onto a timeline representing the video’s emotional arc. The interface should allow users to hover or click on segments to view detailed analysis data and manually adjust segment boundaries if needed. This feature enhances user understanding of their footage’s narrative flow and supports informed decision-making when selecting recommended tracks.

Acceptance Criteria
Initial Mood Detection Timeline View
Given the user has uploaded a video and AI analysis is complete, When the user navigates to the Emotional Arc Visualization interface, Then the system displays a horizontal timeline segmented by detected scenes with each segment colored according to mood intensity, pacing, and energy levels.
Segment Detail Interaction
Given the timeline is displayed, When the user hovers over or clicks on any segment, Then a tooltip or pop-up appears within 500ms showing the detailed mood, pacing, and energy metrics for that segment.
Manual Segment Adjustment
Given the user views the timeline, When the user drags a segment boundary to adjust its start or end time and confirms the change, Then the new boundary is saved immediately, the timeline updates to reflect the adjustment, and the change persists after page refresh.
Color-Coded Metrics Legend Display
Given the Emotional Arc Visualization interface is loaded, When the user reviews the timeline, Then a visible legend is displayed explaining the color mapping for mood, pacing, and energy values, and the legend remains visible while scrolling.
Responsive Visualization in Mobile View
Given the user accesses the interface on a mobile device, When the user rotates or resizes their screen, Then the timeline and segment details reflow appropriately without overlap, maintaining interactivity and readability.
Tailored Track Recommendation Engine
"As a content producer, I want the system to suggest tracks based on my video’s emotional profile so that I can easily find music that enhances my storytelling."
Description

Build a recommendation engine that uses scene analysis outputs—mood classification, pacing, and energy metrics—to match and rank appropriate music tracks from the Wavelet library. The engine should apply weighted matching algorithms and allow configurable preferences (e.g., genre, tempo). Results must display in real time with relevance scores and track previews. This capability ensures creators receive personalized music suggestions that seamlessly fit their video content.

Acceptance Criteria
Real-time Recommendation Display
Given a user uploads footage and selects AI analysis, when the recommendation engine processes the scene data, then within 2 seconds the system displays the top 10 matching tracks sorted by relevance, each showing title, artist, and thumbnail
Weighted Matching Algorithm Accuracy
Given mood, pacing, and energy metrics from the scene analysis, when the engine runs the weighted matching algorithm, then tracks are ranked according to the configured weight distribution (e.g., genre 40%, tempo 30%, energy 30%) with no more than 5% deviation in final scoring
Configurable Preference Application
Given a user sets preferences such as genre=Jazz and tempo range=100–120 BPM before generating recommendations, when the recommendations are produced, then only Jazz tracks within the specified tempo range are returned and weightings are applied according to the user’s preference overrides
Relevance Scoring Visibility
Given the displayed list of recommended tracks, when the user views the recommendation panel, then each track includes a clearly visible relevance score (0–100) and a tooltip that breaks down the contribution of mood, pacing, and energy to that score
Track Preview Playback
Given the list of recommended tracks, when the user clicks the preview button on any track, then an audio preview of at least 30 seconds begins within 1 second of the click and supports play, pause, and stop controls
AI-Powered Track Sync Preview
"As a filmmaker, I want to preview how recommended music syncs with my scenes so that I can assess timing and mood alignment before finalizing my choice."
Description

Integrate a preview player that automatically syncs recommended tracks to video segments based on detected pacing and key emotional beats. Users should be able to play back short clips of the video with each suggested track overlaid, and adjust synchronization points manually. This feature allows creators to instantly evaluate how a track complements their footage without external editing tools.

Acceptance Criteria
Initial Track Sync Preview Generation
Given a user uploads a video segment, When the AI Scene Reader completes analysis, Then the preview player displays the specified video segment with the recommended track overlaid and synchronized at detected pacing and emotional beats.
Manual Adjustment of Sync Points
Given a synchronized preview is playing, When the user selects and drags a sync marker on the timeline, Then the synchronization point updates immediately and the preview playback reflects the adjusted alignment.
Comparing Multiple Track Overlays
Given multiple track recommendations are available, When the user selects two different tracks for the same video segment, Then the preview player seamlessly switches between each overlaid track, displays track titles, and preserves sync markers for each.
Exporting Synced Preview Clip
Given the user is satisfied with the synced preview, When the user initiates an export action, Then the system generates and provides a downloadable video clip of the selected segment with the overlaid track embedded.
Regenerating Recommendations After Adjustment
Given the user has manually adjusted synchronization points, When the user requests new track recommendations, Then the system re-analyzes the adjusted segment and presents updated track suggestions with refreshed sync previews.

Tempo Align

Snap tracks to your video’s rhythm by automatically adjusting tempo and beat structure. Ensure perfect synchronization with scene cuts or action beats without manual time-stretching.

Requirements

Automatic Beat Detection
"As an independent musician, I want the system to automatically detect beats and tempo in my tracks so that I can quickly sync my music to video without manual tempo analysis."
Description

Analyze the audio track to detect tempo and beat structure automatically, extracting BPM, downbeats, and markers. This feature should integrate with the existing audio ingestion pipeline, providing users with accurate beat data without manual input, thereby speeding up workflow and reducing setup time.

Acceptance Criteria
Audio File Ingestion Beat Extraction
Given a user uploads a supported audio file (WAV, MP3, AIFF) When the Automatic Beat Detection feature processes the file Then the system displays extracted BPM, downbeat positions, and beat markers on the track timeline within 5 seconds of upload completion
High-Tempo Track Analysis
Given an audio track with a tempo over 200 BPM When the detection algorithm analyzes the track Then the extracted BPM value must be accurate within ±1% of the actual tempo and beat markers aligned within ±25ms
Low-Quality Audio Handling
Given an audio file with a bitrate of at least 96 kbps and background noise up to –20 dB When the feature processes the file Then the system must still extract BPM and beat markers with at least 90% accuracy compared to a clean reference track
Batch Processing of Multiple Tracks
Given a user selects a batch of up to 20 audio files for ingestion When the Automatic Beat Detection pipeline runs Then all tracks are processed in parallel, and each track receives BPM and beat marker data without errors within 2 minutes total
Marker Placement Verification
Given beat markers are displayed on the waveform timeline When the user plays back the audio Then each marker must coincide with the audible beat within ±50 milliseconds for at least 95% of all markers
Scene Cut Synchronization
"As a video editor, I want my music’s beats to snap precisely to scene cuts so that my video’s pacing feels natural and engaging."
Description

Align detected beat markers with video scene cuts or action beats by mapping beat timestamps to video edit points. The system should analyze video metadata for cuts and adjust the audio tempo or position to ensure perfect synchronization with visual transitions.

Acceptance Criteria
Automatic Beat-to-Cut Alignment on Import
Given a video file with metadata indicating scene cuts, when the user imports both audio track and video into Wavelet, then the system automatically maps detected beat timestamps to the corresponding cut timecodes within a tolerance of ±50ms.
Real-time Tempo Adjustment for Action Sequences
Given a user selects an audio track synchronized with a video in the timeline featuring action beats, when playback begins, then the audio tempo adjusts dynamically within ±1 BPM to maintain synchronization at each scene cut.
Manual Fine-Tuning of Mismatched Cuts
Given the user drags an individual beat marker away from its mapped cut point, when the user snaps it to a new timecode, then the system updates the track alignment and recalculates tempo stretch values accordingly.
Edge Case Handling for Rapid Cuts
Given a video sequence with cuts occurring less than 0.5 seconds apart, when synchronization is executed, then the system either aligns beats to the nearest cut within a 100 ms threshold or flags cuts as unsynchronizable and notifies the user.
Export Verification of Synchronized Tracks
Given the user exports the synchronized audio-video file, when the final file is played back in an external media player, then each audio beat aligns with the corresponding video cut within ±50 ms.
Manual Beat Adjustment Interface
"As a content creator, I want to manually adjust beat positions on a visual timeline so that I can achieve precise synchronization when automatic detection isn’t perfect."
Description

Provide a user interface for manually reviewing, adjusting, and fine-tuning beat markers on a timeline. Users should be able to drag, add, or delete beat points, zoom in on waveforms, and see real-time audio playback feedback to ensure perfect alignment.

Acceptance Criteria
Adjusting a Misaligned Beat Marker
Given the timeline displays auto-generated beat markers When I drag a misaligned beat marker to a new position Then the marker snaps to the dropped location, updates its timestamp, and the waveform refreshes without lag
Adding a New Beat Marker
Given I select a point on the timeline When I click the 'Add Beat' button Then a new beat marker appears exactly at the chosen timestamp and the timeline updates immediately
Deleting an Incorrect Beat Marker
Given one or more beat markers on the timeline When I select a marker and trigger delete Then the selected marker is removed, remaining markers re-index correctly, and the change persists after saving
Zooming Into Timeline for Precision
Given the waveform timeline supports multiple zoom levels When I use the zoom control to magnify the view Then the waveform detail increases, time-per-pixel decreases, and beat markers reposition accurately without overlap
Real-Time Playback Feedback
Given I adjust or add beat markers When I play back the audio Then playback follows my adjustments in real time, highlights the current beat marker, and maintains audio continuity without glitches
Tempo Mapping Export
"As a producer, I want to export a tempo map of my track so that I can use it in my preferred video editing software and maintain beat alignment."
Description

Allow users to export the generated tempo map or beat markers as a sidecar file (e.g., .tap or .bpm) or directly integrate it into popular video editing formats (e.g., Premiere Pro XML). This makes it easy to transfer synchronization data between Wavelet and external editing tools.

Acceptance Criteria
Sidecar File Export
Given a generated tempo map When the user selects “Export as .tap sidecar file” and confirms Then a .tap file is downloaded to the user’s device And the file’s contents exactly match the session’s tempo map data
Premiere Pro XML Integration
Given a generated tempo map When the user selects “Export to Premiere Pro XML” and confirms Then an XML file is generated that includes all beat markers aligned to the video timeline And importing the XML into Premiere Pro reproduces the markers at the correct timecodes without errors
Custom File Naming and Path
Given user-defined export settings with custom filename and destination folder When the user initiates export Then the exported sidecar or XML file is named according to the custom filename And is saved in the specified destination folder on the user’s system
Metadata Preservation
Given a tempo map session with metadata tags (e.g., BPM, time signature) When exporting as .tap or XML Then the exported file includes all metadata tags correctly formatted per the target file specification
Export Error Handling
Given an invalid export destination or permission error When the user attempts to export the tempo map Then an error notification is displayed describing the issue And no incomplete or corrupt file is created in the destination folder
Real-time Preview and Adjustment
"As a digital artist, I want to preview my synchronized audio and video in real time so that I can immediately evaluate and refine the creative flow."
Description

Implement real-time playback of audio over the video timeline with applied tempo adjustments. Users should be able to play, pause, and scrub through the composition, hearing instant feedback on how the tempo alignment affects the audiovisual experience.

Acceptance Criteria
Tempo-Aligned Playback
Given a video with an audio track, when a user clicks play, then audio plays in sync with the video timeline using applied tempo adjustments without delay; Audio playback starts within 100ms of video start; Audio remains in sync within ±50ms of video frame cuts throughout playback
Timeline Scrubbing Preview
Given a user scrubs the video timeline, when the user stops scrubbing, then the audio preview plays from the scrubbed position with tempo adjustments applied in under 200ms; Audio preview updates continuously during scrubbing with no audible glitches
Pause and Resume Accuracy
Given playback is paused and resumed, when resuming playback, then audio resumes at the correct tempo-adjusted position and remains in sync with the video; No drift occurs between audio and video over a 10-minute segment
Real-Time Tempo Parameter Adjustment
Given the user adjusts tempo parameters during playback, when the user changes the tempo slider, then the audio playback updates instantaneously (<150ms) to reflect new tempo settings without stopping video playback; Audio remains glitch-free during parameter changes
Resource Efficiency Under Load
Given a high-resolution video and complex audio track, when previewing with tempo adjustments, then CPU and memory usage remains within defined thresholds (CPU < 60%, memory < 500MB); Audio preview remains smooth without audio dropouts

Mood Map

Navigate an interactive emotion spectrum plotting tracks by energy and valence. Visually explore and filter music by nuanced mood coordinates to find the ideal tone for any scene.

Requirements

Interactive Mood Plot
"As an independent musician, I want to visually navigate my tracks by energy and valence on an interactive map so that I can quickly identify songs that match the emotional tone I need."
Description

The system shall display an interactive 2D scatter plot visualizing tracks on energy (X-axis) and valence (Y-axis), enabling users to hover or click on points to view track details. The plot will dynamically update based on dataset changes, support zoom and pan interactions, and integrate with the main dashboard, providing a visual representation of mood distribution across the user's library.

Acceptance Criteria
Initial Rendering of the Interactive Mood Plot
Given the user navigates to the main dashboard, When the Mood Map component loads, Then the interactive 2D scatter plot displays all tracks with energy on the X-axis and valence on the Y-axis, and the plot renders within 2 seconds.
Dynamic Update on Dataset Change
Given the user adds, modifies, or deletes tracks in their library, When the underlying dataset changes, Then the Mood Map automatically refreshes to reflect the updated tracks within 1 second without requiring a full page reload.
Hovering Displays Track Details
Given the user hovers over a point on the Mood Map, When the hover event is detected, Then a tooltip appears showing the track title, artist name, energy score, and valence score.
Clicking Opens Track Detail Panel
Given the user clicks on a data point in the scatter plot, When the click event occurs, Then a side panel opens within the dashboard displaying full track metadata and playback controls for that track.
Zoom and Pan Interactions
Given the user uses mouse wheel or drag gestures on the Mood Map, When zoom or pan actions are performed, Then the plot zooms and pans smoothly, and the user can reset to the default view using a reset control.
Mood Filter Controls
"As a digital artist, I want to filter tracks by specific energy and valence ranges so that I can find music that perfectly matches the mood of my project."
Description

Provide slider controls and input fields for filtering tracks by customizable energy and valence ranges. The controls will update the mood map in real-time, allow precise numeric entry, and support preset ranges for common moods like 'Chill' or 'Intense.' This feature enhances searchability by mood and seamlessly integrates with existing filtering functionality.

Acceptance Criteria
Adjust energy range via sliders
Given the Mood Map is displayed When the user drags the energy slider thumbs to set a minimum and maximum value Then the numeric input fields update to reflect the selected range And the Mood Map updates in real-time to show tracks within the new energy range
Enter numeric valence range manually
Given the Mood Map is displayed When the user inputs specific minimum and maximum valence values into the numeric fields Then the energy and valence sliders adjust to match those values And the Mood Map updates immediately to filter tracks within the specified valence range
Select a preset mood filter
Given the Mood Map is displayed When the user selects a preset mood option (e.g., Chill, Intense) Then the energy and valence controls (sliders and inputs) populate with the preset range And the Mood Map updates in real-time to display tracks matching the preset mood
Combine energy and valence filters
Given the Mood Map is displayed When the user sets both energy and valence ranges using any combination of sliders, inputs, or presets Then only tracks that fall within both ranges appear on the Mood Map And the count of resulting tracks reflects the applied combined filters
Reset mood filters to default
Given the user has applied custom mood filters When the user clicks the “Reset Filters” button Then energy and valence sliders and input fields revert to their full allowable range And the Mood Map resets to display all available tracks
Track Preview on Hover
"As a content creator, I want to preview tracks by hovering on the map points so that I can quickly assess whether a track suits my scene without leaving the visual context."
Description

Enable inline audio previews and track metadata display when hovering over points on the mood map. Preview controls will appear in a tooltip showing play/pause, track title, artist, and file duration. This allows users to sample music directly within the map without navigating away from the visualization.

Acceptance Criteria
Display tooltip on hover
Given a user hovers over a mood map point for at least 300ms, When the hover event is detected, Then a tooltip appears within 200ms at the hover location containing play and pause controls, track title, artist name, and file duration; And the tooltip remains visible as long as the cursor stays over the point or tooltip area.
Play and pause audio preview
Given the tooltip is visible, When the user clicks the play button, Then the audio preview plays from the beginning and the play icon toggles to a pause icon; And the preview is limited to 30 seconds; When the user clicks the pause button, Then playback pauses and the icon toggles back to play; And starting playback on a different tooltip stops any currently playing preview.
Show accurate metadata in tooltip
Given track data is loaded, When the tooltip is displayed for a specific track point, Then it shows the correct track title in bold, the artist name in italic, and the file duration in mm:ss format exactly matching the source metadata.
Hide tooltip on hover exit
Given the tooltip is visible, When the user moves the cursor away from the track point and tooltip area, Then the tooltip disappears within 200ms; And any playing audio preview stops immediately.
Responsive tooltip placement
Given the tooltip is triggered near any edge of the viewport, When it appears, Then it adjusts its position to remain fully visible on-screen by choosing above, below, left, or right placement based on available space.
Preset Management
"As an independent musician, I want to save my favorite mood filter settings as presets so that I can quickly reapply specific mood profiles in future sessions."
Description

Allow users to save, name, and manage custom filter presets for energy and valence ranges. Users can apply, edit, or delete presets from a dedicated management panel. Presets will sync across devices and projects, streamlining repeated searches for specific mood profiles.

Acceptance Criteria
Saving a New Preset
Given the user has selected an energy and valence range on the Mood Map, When the user clicks 'Save as Preset' and enters a unique preset name, Then the new preset is added to the Preset Management Panel displaying the correct name and filter values.
Applying a Saved Preset
Given a preset exists in the Preset Management Panel, When the user selects the preset and clicks 'Apply', Then the Mood Map filters update to the preset's energy and valence ranges and the track list refreshes accordingly.
Editing an Existing Preset
Given a preset exists in the Preset Management Panel, When the user selects 'Edit', modifies the energy/valence values or name, and saves changes, Then the preset updates in the panel with the new values and name, and previous values are overwritten.
Deleting a Preset
Given a preset exists in the Preset Management Panel, When the user clicks 'Delete' on the preset and confirms the action, Then the preset is removed from the panel and is no longer available in the preset list.
Synchronizing Presets Across Devices
Given the user is logged into Wavelet on multiple devices, When the user creates, edits, or deletes a preset on one device, Then within 5 seconds the change is reflected on all other devices' Preset Management Panels.
Responsive & Accessible Map
"As a user with accessibility needs, I want the mood map to support keyboard navigation and screen readers so that I can explore my music collection independently."
Description

Ensure the mood map and controls are fully responsive across devices (desktop, tablet, mobile) and comply with accessibility standards (WCAG 2.1 AA). This includes keyboard navigation, screen reader support for chart elements, and color contrast adjustments. The feature integrates with the platform's UI framework for consistent styling.

Acceptance Criteria
Desktop Viewport Layout
Given a desktop browser width ≥1200px, when the mood map is loaded, then the map occupies the full width of its container without horizontal scrolling and all control panels are visible and aligned according to the UI design specifications.
Tablet Viewport Layout
Given a tablet device width between 768px and 1199px, when the mood map is viewed, then the map and controls reorganize into two columns, with touch-friendly control sizes, no overlap, and maintain readability.
Mobile Viewport Layout
Given a mobile device width ≤767px, when the mood map loads, then the chart resizes to fit the screen width, controls collapse into an accessible menu, and all functionality remains available without horizontal scrolling.
Keyboard Navigation
Given the user navigates via keyboard only, when focus enters the mood map area, then all interactive elements (e.g., zoom, filter buttons, chart points) can be reached via Tab/Shift+Tab in a logical order, and activation via Enter/Space triggers the correct actions.
Screen Reader Compatibility
Given a screen reader is active, when the user explores the mood map, then each chart element (data point) is announced with descriptive labels including track name, energy, and valence values, and control buttons have appropriate ARIA labels.
Color Contrast Compliance
Given the UI follows WCAG 2.1 AA, when viewing the mood map and its controls, then all text, icons, and chart elements meet a contrast ratio of at least 4.5:1 against their background, and color-only distinctions are supplemented by patterns or labels.

Instrumental Focus

Prioritize specific instruments within a track by sliding emphasis controls. Filter for tracks where your chosen instrumentation (e.g., piano, strings, synth) takes center stage for the perfect sonic texture.

Requirements

Instrument Emphasis Slider
"As a musician, I want to slide an emphasis control for a specific instrument so that I can instantly hear how highlighting or reducing that instrument changes the track’s feel."
Description

Implement a user interface slider control that allows users to dynamically adjust the emphasis level of a selected instrument within a track. The slider should be prominently accessible on the track player and support fine-grained adjustments from full suppression to full emphasis. It integrates with Wavelet’s audio engine to modify playback in real time without latency, enabling creators to audition different mixes instantly and refine their sonic texture.

Acceptance Criteria
Emphasize piano in mixed track
Given a track containing piano and other instruments When the user selects 'Piano' from the instrument list and moves the slider to 80% Then the piano volume increases by 80% relative to baseline and other instruments remain unchanged
Suppress strings during playback
Given a track with string sections When the user selects 'Strings' and drags the slider to 0% Then the strings should be inaudible while the rest of the track plays normally
Real-time slider responsiveness
Given the track is playing When the user adjusts the emphasis slider for any instrument Then audio engine updates the track mix within 100ms without clicks or stutters
Default emphasis reset
Given the user has made multiple emphasis adjustments When the user clicks the 'Reset Emphasis' button Then all instrument sliders return to 100% and the original mix is restored
Emphasis level persistence across sessions
Given the user sets an instrument emphasis level and closes the session When the user reopens the track in a new session Then the previously set emphasis levels are retained
Real-time Audio Rendering
"As a digital artist, I want live previews of my emphasis adjustments so that I can iterate on mixes quickly without waiting for renders."
Description

Develop a backend audio processing module that applies instrument emphasis changes in real time during playback. This module must process stem data on the fly, mix altered levels seamlessly, and stream the adjusted output without perceptible delay. It should leverage efficient audio libraries and caching to maintain high-quality playback, ensuring creators experience immediate feedback as they tweak controls.

Acceptance Criteria
Live Instrument Emphasis Adjustment
Given a multi-stem audio track is playing, when the user adjusts the piano emphasis slider, then the piano stem’s volume must update within 100ms and the change must be audible without clicks or pops.
Rapid Slider Movement Handling
Given the user moves the instrument emphasis slider rapidly multiple times within one second, then the system must process each adjustment in real time, apply only the final value to the mix, and maintain continuous audio playback without buffering delays.
Seamless Stem Mixing During Playback
When an emphasis change is triggered, then the backend must apply a minimum 10ms crossfade between old and new stem levels to prevent audio artifacts while preserving synchronization.
Cached Emphasis Processing
Given the user selects a previously used emphasis setting within the same session, when playback requests processing of that setting, then the system must retrieve the preprocessed stem mix from cache and respond within 50ms.
High-Fidelity Output Assurance
When any emphasis adjustment is applied, then the output audio stream must maintain the original sample rate and bit depth within a 0.1% variance and exhibit no measurable increase in total harmonic distortion.
Stem Separation Integration
"As an independent musician, I want my uploaded tracks automatically separated into instrument stems so that I can adjust each instrument’s prominence even if I only have a mixed file."
Description

Integrate an automated stem separation service that extracts individual instrument tracks (e.g., drums, bass, guitar) from mixed audio files. The system should tag each separated stem with metadata identifying the instrument, store stems in the user’s library, and make them available for emphasis adjustments. This capability ensures that even mixed tracks can be manipulated instrument by instrument.

Acceptance Criteria
Automated Stem Extraction on Upload
Given a user uploads a mixed audio file in a supported format (MP3 or WAV) When the upload completes Then the system invokes the stem separation service and returns separate stems for drums, bass, and guitar within 5 minutes
Accurate Metadata Tagging for Separated Stems
Given stems have been extracted When each stem is stored Then the system attaches metadata including instrument type, confidence score, and original file identifier to each stem
Stem Storage and Accessibility in User Library
Given extracted stems with metadata exist When the user opens their library Then they can view a list of stems for a track, play each stem individually, and download stems separately
Integration with Instrumental Focus Controls
Given a track has extracted stems in the library When the user activates Instrumental Focus Then the UI displays adjustable sliders for each available stem and provides real-time audio preview as sliders are moved
Error Handling for Unsupported File Formats
Given a user uploads an unsupported audio format When the system attempts stem separation Then the system displays an error notification explaining 'Unsupported file format' and advising to upload a supported format (MP3 or WAV)
Instrument-based Track Filter
"As a music supervisor, I want to filter tracks by instrument prominence so that I can find songs with a strong piano or string presence for my project."
Description

Extend the track search and filter functionality to include instrument emphasis criteria. Users should be able to specify an instrument and a minimum emphasis threshold, returning only tracks where the chosen instrument meets or exceeds that level. This feature integrates with existing dashboards, allowing creators to quickly locate tracks with dominant instrumentation for inspiration or licensing.

Acceptance Criteria
Piano Emphasis Filtering
Given the track database includes tracks with varying piano emphasis values, When the user selects 'piano' and sets the emphasis threshold to 0.7, Then only tracks with piano emphasis ≥ 0.7 are displayed.
No Tracks Meeting Threshold
Given no tracks have violin emphasis ≥ 0.9, When the user filters by 'violin' with threshold 0.9, Then the system displays a 'No tracks found' message.
Dashboard Integration of Filter
Given the user is on the dashboard view, When the user applies an instrument filter and threshold, Then the dashboard updates to show only tracks matching the selected criteria.
Dynamic Emphasis Slider Interaction
Given the emphasis slider for a chosen instrument is present on the search interface, When the user adjusts the slider to a new threshold, Then the track list updates in real-time without page reload.
Persistence of Filter Settings
Given the user has applied an instrument and threshold filter, When the user navigates away and returns to the track search page, Then the previously selected instrument and threshold remain applied.
Saved Emphasis Presets
"As a producer, I want to save my favorite emphasis settings as presets so that I can apply them quickly to different tracks without reconfiguring the slider each time."
Description

Enable users to save custom emphasis slider configurations as named presets. Presets should capture the instrument selection and emphasis level, be editable and deletable, and accessible via a dropdown in the track player. This feature streamlines workflows by allowing creators to recall favorite settings instantly, ensuring consistency across multiple tracks or sessions.

Acceptance Criteria
Saving a New Emphasis Preset
Given a user has adjusted emphasis sliders for multiple instruments and clicks 'Save Preset'; When the user is prompted to enter a preset name and confirms; Then the new preset appears in the preset dropdown with the correct name and stored slider values
Accessing Saved Presets from Dropdown
Given a user views the track player with saved presets; When the user opens the preset dropdown; Then all saved presets are listed in a defined order; And selecting a preset applies its saved slider configuration immediately
Editing an Existing Preset
Given a user has a saved preset selected and modifies one or more emphasis sliders; When the user clicks 'Update Preset'; Then the preset’s slider values in storage and the dropdown update to the new configuration without changing the preset name unless explicitly edited
Deleting a Preset
Given a user has a saved preset selected; When the user clicks 'Delete Preset' and confirms; Then the preset is removed from the dropdown and cannot be applied anymore; And if the deleted preset was active, the sliders reset to their default or previously saved state
Applying Preset Across Multiple Tracks
Given a user has one or more saved presets; When the user loads a different track and selects a saved preset from the dropdown; Then the emphasis sliders update to match the preset configuration on the new track

ClipFit Trimmer

Automatically trim or loop selected tracks to precisely match your video segment’s duration. Save editing time by generating ready-to-sync audio clips sized to your exact project length.

Requirements

Auto-Trim to Segment
"As a video editor, I want the audio track automatically trimmed or looped to my video segment’s duration so that I can save time and maintain a natural-sounding soundtrack without manual adjustments."
Description

Automatically analyze the duration of a selected audio track and trim or loop it to exactly match the length of the chosen video segment. Utilize tempo and beat detection algorithms to ensure natural loops and seamless audio transitions. Integrated into the ClipFit dashboard, this feature minimizes manual editing by generating ready-to-sync clips that precisely align with the video timeline.

Acceptance Criteria
Auto-Trim for Shorter Segments
Given an audio track longer than the selected video segment When the user initiates Auto-Trim Then the system trims the audio to exactly match the segment duration and aligns start and end points to the nearest beat within 100ms
Auto-Loop for Longer Segments
Given an audio track shorter than the selected video segment When the user initiates Auto-Trim Then the system loops the audio seamlessly until it matches or exceeds the segment duration and trims any excess to match exactly
Seamless Loop Transitions
Given a looped audio clip generated by Auto-Trim When the system applies looping transitions Then adjacent loops are cross-faded over a configurable 0.2–0.5 second window and maintain beat alignment
Dashboard Clip Generation
Given a user finalizes a trimmed or looped audio clip When the clip is generated Then the ClipFit dashboard displays the clip with a preview waveform, accurate start/end timestamps matching the video segment, and a 'Ready to Sync' indicator
Handling Very Short Audio Tracks
Given an audio track shorter than 0.5 seconds When the user attempts Auto-Trim Then the system alerts 'Audio too short for trimming' and disables clip generation
Tempo Variation Detection
Given an audio track with variable tempo When Auto-Trim analyzes the track Then it identifies BPM changes, applies sectional tempo for each loop, and ensures each loop segment aligns to the local beat without audible artifacts
Manual Loop Adjustment
"As a creator, I want to adjust loop start and end points manually so that I can fine-tune the audio clip for perfect timing and smooth transitions."
Description

Provide intuitive controls for users to fine-tune loop points within a track by adjusting start and end markers. Reflect changes immediately in the preview pane to ensure precise alignment. Seamlessly integrated with the trimming tool, this feature helps users achieve smooth loops and correct timing when automated loops require manual refinement.

Acceptance Criteria
Adjusting Loop Start and End Markers
Given a track is loaded and the Manual Loop Adjustment tool is active When the user drags the start or end marker along the waveform Then the marker’s position updates accurately on the timeline and timecode reflects the new loop points
Real-Time Loop Preview Update
Given the user has adjusted loop markers When the user clicks the preview play button Then the audio playback loops seamlessly between the new start and end points without delay or drift
Seamless Transition Between Trimming and Looping
Given the user applies a manual loop after trimming a track segment When the user switches between the trimming and looping tools Then loop markers remain within the trimmed range and any manual adjustments persist correctly
Saving Manual Loop Settings
Given the user finalizes loop marker positions When the user clicks the save or apply button Then the manual loop settings are stored and reloaded accurately on subsequent preview and in the project timeline
Error Handling for Invalid Loop Ranges
Given the user attempts to set the end marker before the start marker When the invalid marker placement is detected Then the system displays a clear error message and prevents saving until markers are repositioned validly
Real-Time Waveform Preview
"As a digital artist, I want to see a real-time waveform preview of my audio edits so that I can accurately gauge where and how to trim or loop tracks."
Description

Display an interactive waveform visualization of the selected audio clip within the ClipFit interface, updating in real time as trim or loop adjustments are made. Include playhead scrubbing for quick auditioning of specific segments. This feature integration ensures users can visually confirm edits and make informed adjustments before exporting.

Acceptance Criteria
Visual Feedback on Trim Operations
Given the user adjusts the left or right trim handles on the waveform, when the handle is moved, then the waveform display updates in real time to reflect the new start and end points within 100ms.
Playhead Scrubbing Interaction
Given the user clicks or drags the playhead on the waveform, when the playhead is moved, then audio playback jumps to the corresponding timestamp within 50ms and the waveform highlights the new playback position.
Loop Preview Functionality
Given the user enables loop mode and selects start and end points, when playback reaches the end point, then audio seamlessly loops back to the start point without audible gaps and the waveform continuously reflects the looped section.
Real-Time Waveform Rendering Performance
Given a high-resolution audio file is loaded, when the user initiates trimming or looping, then the waveform is rendered at 60 FPS with no frame drops and user input responses complete within 100ms.
Exported Clip Accuracy Verification
Given the user finalizes trims or loops and exports the clip, when the export completes, then the duration of the exported audio file matches the specified trimmed or looped length within ±10ms.
Crossfade and Fade Effects
"As a musician, I want to add crossfade and fade effects to clips so that my audio transitions sound seamless and polished."
Description

Implement crossfade and fade-in/fade-out effects at clip boundaries to ensure smooth transitions between loops or adjacent clips. Allow users to set fade durations in milliseconds. Automatically apply effects when enabled to reduce harsh cut-offs and create professional-sounding audio segments, all within the unified ClipFit editing panel.

Acceptance Criteria
Crossfade Between Adjacent Audio Clips
Given two adjacent clips and crossfade enabled, when fade duration is set to 100 ms, then the overlapping region of 100 ms applies inverse fade-in and fade-out envelopes ensuring audio transitions smoothly without audible clicks or gaps.
Fade-In at Loop Start
Given a looped audio clip and fade-in enabled, when fade-in duration is set to 500 ms, then the first 500 ms of the clip ramps volume from 0% to 100% linearly at the start of each loop iteration.
Fade-Out at Clip End
Given a non-looped clip and fade-out enabled, when fade-out duration is set to 250 ms, then the last 250 ms of the clip ramps volume from 100% to 0% linearly at the end of the clip.
Default Fade Duration Applied
Given crossfade or fade is enabled without a user-defined duration, when the user clicks apply, then the system uses a default fade duration of 50 ms for both fade-in and fade-out effects.
Persist Fade Settings Across Sessions
Given a user sets custom fade durations and enables effects, when the user closes and reopens the ClipFit Trimmer, then the previously configured fade settings are retained and displayed in the control panel.
Sync Export Integration
"As a content creator, I want to export my trimmed audio clip directly into my video project so that I can maintain workflow continuity and avoid re-importing files."
Description

Enable one-click export of the trimmed or looped audio clip directly into the video editing timeline or as a separate file with embedded metadata (timestamps, original track info). Support popular editing platforms via plugin or API to streamline workflows by eliminating manual export/import steps and preserving audio-data continuity.

Acceptance Criteria
One-Click Clip Export to Timeline
Given a user has trimmed or looped an audio clip, when they click 'Export to Timeline', then the clip is inserted into the active video editing timeline at the current playhead position with timestamps, original track info, and loop markers preserved.
Export as Separate File with Metadata
Given a user selects 'Export as File', when the export completes, then the system produces an audio file with embedded metadata including timestamps, original track title, artist, and version ID accessible via file properties.
Plugin Integration with Adobe Premiere Pro
Given Adobe Premiere Pro is installed and the Wavelet plugin is enabled, when the user chooses 'Export to Premiere', then the trimmed/looped audio clip is imported into Premiere's media bin and timeline while maintaining edit points and metadata fields.
API-based Export for Custom Editors
Given a third-party editor calls the Wavelet export API with valid API credentials and clip parameters, when the API request is processed, then the endpoint returns a download URL or direct import call with the audio clip and metadata in JSON format.
Metadata Integrity Verification
Given an exported clip (to timeline or as file), when the user inspects the clip properties, then all metadata fields (timestamps, original track info, loop count) match the settings from the ClipFit Trimmer without data loss or alteration.

BidPulse

Provides real-time bid updates and dynamic leaderboards, keeping artists and bidders engaged by instantly reflecting new bids, highlighting top contenders, and sending push notifications for outbid alerts and auction milestones.

Requirements

Real-time Bid Streaming
"As an auction participant, I want to see bids update instantly so that I can make timely decisions and remain engaged in the auction."
Description

Ingest and broadcast bid updates with sub-second latency to connected clients using WebSocket or push technologies, ensuring all bidders see the latest bid amounts instantly. The system must handle traffic spikes, maintain connection integrity, and gracefully recover from disruptions. This functionality reduces data staleness, keeps participants engaged, and fosters a dynamic auction environment.

Acceptance Criteria
Initial WebSocket Connection Establishment
Given a client with a valid authentication token, when the client attempts to connect to the real-time bid streaming WebSocket endpoint, then the connection is established within 200ms and a subscription confirmation message is received.
Real-time Bid Broadcast to Subscribers
Given multiple clients subscribed to the same auction, when a new bid is placed, then all connected clients receive the bid update—including bidder ID, bid amount, and timestamp—within 500ms, and the auction leaderboard is updated accordingly.
Outbid Push Notification
Given a client is the current highest bidder, when another user places a higher bid, then the original bidder receives a push notification within 1 second containing the auction ID and new highest bid amount.
Graceful Recovery After Connection Loss
Given a client experiences network disruption, when the connection is lost and then restored, then the client automatically reconnects within 2 seconds and retrieves all missed bid updates since the last received sequence number.
High Traffic Resilience Under Load
Given the system receives a surge of 1000 bid updates per second during a high-demand auction, when bids arrive at peak load, then the system maintains sub-second broadcast latency for at least 95% of messages with no dropped connections or data loss.
Dynamic Leaderboard Display
"As a bidder, I want to see a live leaderboard of top contenders so that I can assess my standing and strategize my next bid."
Description

Present a live-updating leaderboard that highlights top bidders with their usernames, bid amounts, and ranking positions. The board should reorder in real time as new bids arrive, visually accentuate ranking changes, and adapt responsively across desktop and mobile interfaces. This drives competition by showcasing current leaders and encouraging users to increase bids.

Acceptance Criteria
Real-Time Leaderboard Update on Bid Submission
Given a registered user submits a new bid, when the bid is processed, then the leaderboard updates within 1 second to reflect the new bid, reorders entries, and highlights the user's new position.
Visual Highlight of Ranking Changes
Given the leaderboard is displayed, when a bidder moves into the top 3 positions, then their entry is highlighted with a distinct color and animation for at least 3 seconds.
Responsive Leaderboard Layout on Mobile Devices
Given a user accesses the leaderboard on a mobile device, then the leaderboard layout adapts to the screen width by stacking columns vertically, ensuring bid amount, username, and rank are legible without horizontal scrolling.
Push Notification for Outbid Alert
Given a user is outbid on an auction, when another user places a higher bid, then a push notification is sent within 5 seconds, containing the auction name, new top bid amount, and a link to place a higher bid.
Dynamic Leaderboard Caching Fallback
Given the real-time update service is temporarily unavailable, then the leaderboard displays the last cached state with a visible "Data may be outdated" banner, and automatically resumes live updates when service is restored.
Outbid Push Notifications
"As a registered bidder, I want to receive an alert when I'm outbid so that I can promptly place a higher bid and stay competitive."
Description

Automatically send customizable push notifications to users when their bid is surpassed, including details of the new top bid, item information, and a direct link to place a higher bid. Ensure reliable delivery on iOS and Android, manage permission prompts, and allow users to adjust notification preferences. This feature keeps bidders informed and motivates immediate rebidding.

Acceptance Criteria
Outbid Event Notification Delivery
Given a user has been outbid on an active auction and has granted push notification permission, when a higher bid is registered, then the user receives a push notification within 5 seconds containing the item name, new top bid amount, and a call-to-action link to place a higher bid.
Notification Preference Customization
Given a user navigates to notification settings, when they update the outbid notification preference (enable or disable, daily summary), then the system saves the changes and applies them to all future outbid notifications.
Permission Prompt Acceptance on iOS
Given a user installs the app on an iOS device and accesses the bidding feature requiring push notifications, when the system requests notification permission, then the iOS prompt appears, and if the user selects “Allow,” the app registers the device token with the notification service.
Permission Prompt Acceptance on Android
Given a user installs the app on an Android device and accesses the bidding feature requiring push notifications, when the system requests notification permission, then the Android system dialog appears, and if the user selects “Allow,” the app registers the device token with the notification service.
Notification Deep Link Navigation
Given a user receives an outbid push notification, when they tap the notification, then the app opens directly to the bidding page of the specific item linked in the notification.
Failed Notification Retry Mechanism
Given a push notification fails to deliver due to transient network or service errors, when the delivery fails, then the system retries up to three times with exponential backoff intervals and logs each attempt, ensuring at least one successful delivery within ten minutes.
Auction Milestone Alerts
"As a bidder, I want to be notified when an auction is about to end or a bid milestone is reached so that I can make timely bids."
Description

Trigger milestone notifications—such as time remaining (e.g., one minute left), last call, or bid threshold reached—delivered via in-app banners, push messages, and email. Provide administrators with a dashboard to configure milestone types, timing, and message templates. These alerts create urgency and boost last-minute bidding activity.

Acceptance Criteria
Configuring Time-Based Milestones
Given an administrator is on the Auction Milestones dashboard, when they add a new milestone of type 'Time Remaining' with '1 minute' and enter a custom message template, then the milestone is saved and appears in the milestone list with correct type, timing, and template fields populated.
Delivering One-Minute Remaining Alerts
Given an auction has exactly one minute remaining, when the countdown reaches one minute, then the system sends the configured in-app banner, push notification, and email to all subscribed bidders using the specified message template within 5 seconds of the trigger.
Triggering Bid Threshold Notifications
Given an auction’s highest bid crosses a predefined threshold configured by the administrator, when a new bid exceeds that threshold, then the system immediately sends in-app banner, push notification, and email alerts to all participants with the correct threshold value included.
Issuing Last Call Notifications
Given an auction enters the 'Last Call' period as configured (e.g., final 30 seconds), when the timer reaches the last call trigger point, then the system delivers the in-app banner, push, and email to all active bidders with the last call message template within 3 seconds.
Editing and Previewing Alert Templates
Given an administrator is configuring milestone alerts, when they edit the message template for a milestone type and click 'Preview', then the system displays a live preview of the in-app banner, push notification content, and email layout reflecting the current template changes.
Bid History Timeline
"As a bidder, I want to view a complete history of bids so that I can analyze bidding trends and make informed decisions."
Description

Offer a chronological history of all bids placed on an item, showing bidder aliases, timestamps, and bid increments within the auction detail view. Implement infinite scrolling or pagination to maintain performance in long-running auctions. This transparency builds trust and allows participants to analyze bidding patterns.

Acceptance Criteria
Initial Load of Bid History
Given the user navigates to an item's auction detail view When the bid history component loads Then the 10 most recent bids are displayed in reverse chronological order
Pagination for Extensive Bid Records
Given more than 10 bids exist for an item When the user scrolls to the bottom of the bid history list Then the next 10 bids load within 1 second and are appended to the list
Display Bid Details Correctly
Given a bid entry is displayed Then it shows the correct bidder alias, the exact timestamp formatted as YYYY-MM-DD HH:MM:SS, and the bid increment amount matching the database
Real-time Update of New Bids
Given a new bid is placed while the user views the bid history Then the new bid appears at the top of the list within 2 seconds and the list shifts accordingly
Performance under High Load
Given there are over 100 bids in the history When the user scrolls continuously Then each load request responds within 500ms and maintains acceptable CPU and memory usage

ReserveShield

Allows artists to set and enforce minimum reserve prices for each auction. If the highest bid doesn’t meet the threshold, the auction remains unsold and triggers customizable notifications, ensuring artists maintain value control over exclusive content.

Requirements

Reserve Price Configuration Interface
"As an artist, I want to set a minimum reserve price for my auction items so that I can guarantee my work sells for at least its desired value."
Description

Provide an intuitive UI component within the auction creation workflow that allows artists to define a minimum reserve price for each item. This interface should support currency input validation, display real-time market value suggestions, and integrate seamlessly with existing auction settings. It ensures artists can confidently set pricing floors, reduces manual configuration errors, and enhances the overall auction creation experience.

Acceptance Criteria
Currency Input Validation
Given the artist is on the reserve price configuration screen, when they enter non-numeric characters or values outside the allowed range, then the system displays an inline validation error and prevents saving until a valid currency amount is entered.
Real-Time Market Value Suggestions
Given an item is selected for auction, when the artist focuses on the reserve price input field, then the system displays market value suggestions based on recent sales data within the last 30 days.
Reserve Price Persistence in Auction Workflow
Given the artist sets a reserve price and navigates to another step in the auction creation workflow, when they return to the reserve price configuration, then the previously entered value remains populated and editable.
Successful Reserve Price Application
Given the artist completes the auction creation with a valid reserve price, when the auction is published, then the auction metadata and API response include the correct reserve price value.
Multi-Currency Support
Given the artist selects a currency from the dropdown, when they enter the reserve price, then the input validates according to the selected currency format and displays the appropriate currency symbol.
Reserve Price Validation Engine
"As an artist, I want bids below my reserve price to be automatically rejected so that I don’t have to manually track bid values."
Description

Implement backend logic that evaluates incoming bids against the defined reserve price. This engine should automatically reject bids below the threshold, log validation events, and trigger appropriate auction status updates. It maintains auction integrity by enforcing pricing rules and frees artists from manually monitoring bid compliance.

Acceptance Criteria
BidBelowReserveTriggersRejection
Given an active auction with a defined reserve price, when a user submits a bid lower than the reserve price, then the system rejects the bid, returns an error message 'Bid below reserve price', and logs the event with timestamp and bid details.
BidEqualToReserveIsAccepted
Given an active auction with a defined reserve price, when a user submits a bid exactly equal to the reserve price, then the system accepts the bid, updates the current highest bid to the new value, and records the validation event.
BidAboveReserveUpdatesAuctionStatus
Given an active auction with a defined reserve price, when a user submits a bid exceeding the reserve price, then the system accepts the bid, updates the current highest bid, changes the auction status to 'Reserve Met', and logs the event.
UnmetReserveAfterAuctionEnds
Given an auction that reaches its end time without any bids meeting or exceeding the reserve price, when the auction closes, then the system marks the auction as 'Unsold', triggers customizable artist notification 'Reserve Not Met', and logs the closure event.
ReservePriceChangeAffectsValidation
Given an ongoing auction where the artist updates the reserve price, when a new bid is submitted after the update, then the system validates the bid against the updated reserve price and applies the corresponding acceptance or rejection rules.
Unsold Auction Handling
"As an artist, I want auctions that don’t reach my reserve price to be marked unsold so that I can decide whether to relist or adjust the price."
Description

Develop auction lifecycle workflows that handle unsold outcomes when the highest bid fails to meet the reserve price. This includes marking auctions as unsold, preventing automatic sale, and providing options for relisting or adjusting reserve settings. The mechanism ensures artists retain control over unsold items and receive clear status feedback.

Acceptance Criteria
Reserve Not Met Auction Ends
Given an auction reaches its end time and the highest bid is below the reserve price When the auction is concluded Then the auction status is set to 'unsold' and no sale transaction is executed and the item remains in the artist's inventory
Artist Relists Unsold Auction
Given an auction has status 'unsold' When the artist selects the 'Relist' option and confirms Then a new auction is created with status 'active' retaining the original or updated reserve price
Notify Artist of Unsold Auction
Given an auction transitions to 'unsold' When the system updates the auction status Then the artist receives both an email and in-app notification detailing the unsold outcome and available actions
Adjust Reserve Price After Unsold
Given an auction is marked 'unsold' When the artist modifies the reserve price and clicks 'Save' Then the new reserve price is applied and displayed on the auction details page
Prevent Automatic Sale on Unsold
Given an auction ends with status 'unsold' When the system processes end-of-auction workflows Then no sale order is created and no payment is processed
Custom Notification Alerts
"As an artist, I want customizable notifications when my auctions meet or fail to meet reserve so that I can take timely follow-up actions."
Description

Enable a notification system where artists can configure alerts for key reserve-related events, such as auctions ending unsold, bids meeting reserve, or reserve price adjustments. Notifications can be delivered via email or in-app, with customizable content templates. This keeps artists informed of important milestones without the need for constant manual checking.

Acceptance Criteria
Auction Ends Unsold Notification Setup
Given an auction’s highest bid is below the reserve price, when the auction closes, then the system must send an email and in-app notification to the artist within 5 minutes using the selected custom template.
Bid Meets Reserve Alert Configuration
Given a bid meets or exceeds the reserve price, when the bid is placed, then the system must immediately send an email and in-app notification to the artist using the configured template.
Reserve Price Adjustment Notification
Given an artist updates the reserve price on an active auction, when the change is saved, then the system must send an email and in-app notification confirming the new reserve price and include the previous value.
Notification Channel Preference Enforcement
Given an artist selects preferred channels (email, in-app, or both), when notifications are triggered, then messages should only be delivered via the chosen channels.
Custom Template Content Rendering
Given an artist customizes notification templates with placeholders (auction ID, reserve, highest bid, timestamp), when notifications are generated, then all placeholders must be correctly replaced with actual data.
Dashboard Analytics Integration
"As an artist, I want to see reports on how often my auctions meet reserve and the gap between bids and reserve price so that I can refine my pricing strategy."
Description

Integrate reserve price metrics into the artist’s dashboard analytics, displaying statistics on reserve success rates, average bid vs. reserve price, and historical performance. Visual reports and charts should update in real time, helping artists gain insights into pricing strategies and optimize future auctions.

Acceptance Criteria
Reserve Success Rate Overview
Given the artist navigates to the dashboard analytics page, when the system loads reserve auctions data, then the reserve success rate metric displays as a percentage with accuracy to two decimal places and matches the calculation of (number of auctions meeting reserve price / total auctions) for the selected date range.
Average Bid vs Reserve Price Comparison
Given the artist views an auction summary, when the dashboard renders the comparison chart, then each auction’s average bid and reserve price appear as distinct, correctly labeled lines on the same axis, and the data points reflect values from the backend within a 1% margin of error.
Historical Performance Trend
Given the artist selects a multi-month view, when the time-series chart is displayed, then monthly reserve success rates plot chronologically, tooltips display exact values on hover, and the trend line adjusts dynamically based on the selected date range.
Real-Time Data Refresh
Given new bids are submitted, when the artist’s dashboard is open, then reserve price metrics and charts update within 5 seconds without requiring a manual page refresh, reflecting the latest bid data accurately.
Date Range Filter Functionality
Given the artist applies a custom date range filter, when the filter is confirmed, then all reserve price metrics and charts recalibrate to show data exclusively within that range, and the dashboard displays an acknowledgment of the applied filter.

TimeFlex

Automatically extends auction countdowns when last-second bids are placed, preventing sniping and fostering fair competition. Customizable extension windows ensure every late bid gets a chance to be countered, maximizing final sale price.

Requirements

Real-Time Bid Monitoring
"As a seller, I want the system to detect and process incoming bids in real time so that late bids can trigger countdown extensions and ensure fair competition."
Description

Implement a subsystem that continuously tracks and processes incoming bids with millisecond accuracy. This component should capture bid timestamps, bidder identity, and bid amount, and expose an API to alert the auction engine immediately when a bid qualifies as a last-second bid. Integration with the existing auction service must be seamless to ensure no bid is missed or delayed.

Acceptance Criteria
Continuous Bid Stream Processing
Given the bidding subsystem is receiving bid events When bids arrive at a rate of up to 1000 bids per second Then the subsystem processes each bid and records its timestamp, bidder ID, and amount within 1 millisecond of receipt.
Last-Second Bid Detection
Given a bid is placed within the last 5 seconds of auction end When the bid timestamp is within the extension window Then the API alerts the auction engine within 10 milliseconds of bid capture.
API Alert Delivery Reliability
Given the subsystem has detected a qualifying last-second bid When invoking the alert API Then the API call returns HTTP 200 within 20 milliseconds and retries up to 3 times on failure until successful delivery.
Bid Event Persistence
Given bids are processed When the subsystem writes bid data to the database Then all bid records include timestamp, bidder ID, and amount and are persisted within 50 milliseconds with zero data loss under a simulated load of 100,000 bids.
Seamless Auction Service Integration
Given the existing auction service is running When the real-time bid monitoring component starts Then it connects to the auction service via the predefined API endpoint, authenticates successfully, and begins streaming bid data within 500 milliseconds.
Auction Sniping Prevention Logic
"As a bidder, I want the auction countdown to extend when I place a bid in the final seconds so that my bid isn't ignored due to sniping tactics."
Description

Develop core logic that evaluates each incoming bid against a configurable extension threshold. When a bid is placed within the defined final N seconds, automatically calculate and apply an appropriate extension to the auction end time. Ensure the logic handles concurrent last-second bids, enforces a maximum total extension limit, and logs all adjustments for auditing.

Acceptance Criteria
Last-Second Bid Within Threshold
Given an auction with a 30-second extension threshold and end time T, When a bid is placed at T-10 seconds, Then the end time is automatically extended by 30 seconds, and the new end time is displayed to all participants.
Concurrent Last-Second Bids
Given an auction that has been extended due to a last-second bid, When a second bid arrives within the extension window, Then the system recalculates the extension (up to the maximum limit) and applies it without error or data race.
Maximum Extension Limit Reached
Given an auction that has already reached its maximum total extension limit of 5 minutes, When a bid arrives within the threshold, Then no further extension is applied and a notification is logged.
Bid Outside Extension Window
Given an auction nearing end time, When a bid is placed outside the last N-second threshold, Then the auction end time remains unchanged and no extension is applied.
Extension Audit Logging
Given any extension event, When the auction end time is modified, Then an audit log entry is created containing the bid timestamp, bidder ID, old end time, new end time, and extension reason.
Customizable Extension Window
"As an auction creator, I want to set a custom extension window so that I can control how much additional time bidders have after a late bid to counteroffer."
Description

Provide a user interface and backend support allowing auction creators to specify a custom time window (e.g., 30, 60, 120 seconds) for countdown extensions. This setting must be adjustable per-auction and stored persistently. Ensure validation rules prevent unreasonable or conflicting window sizes.

Acceptance Criteria
Auction Creator Sets Extension Window
Given an auction creator is on the auction creation page When they select a custom extension window value (e.g., 30, 60, 120 seconds) Then the chosen value is displayed in the UI and saved in the auction’s settings
Auction Creator Edits Extension Window After Creation
Given an existing auction with a saved extension window When the auction creator navigates to the auction settings and updates the extension window value Then the new value replaces the old one and is persisted to the database
Invalid Extension Window Value Rejected
Given an auction creator enters a non-numeric, zero, negative, or excessive extension window value (e.g., over 3600 seconds) When they attempt to save Then the system prevents saving and displays a validation error message
Extension Window Value Stored Persistently
Given an extension window value has been set for an auction When the page is refreshed or the creator logs out and back in Then the previously set value is retrieved and displayed correctly in the auction settings
Default Extension Window Applied When None Specified
Given an auction creator does not specify a custom extension window When they create the auction Then the system applies the default extension window value and displays it in the auction settings
Last-Second Notification Alerts
"As a bidder, I want to receive immediate alerts when the auction extends so that I know I can still place further bids."
Description

Build a notification service that sends real-time alerts to relevant participants (seller and active bidders) whenever an auction countdown is extended. Support multiple channels, including in-app notifications and emails. Notifications should include details like new end time, bidder identity (anonymized if needed), and extension reason.

Acceptance Criteria
Seller Email Notification on Countdown Extension
Given an auction countdown is extended due to a last-second bid When the extension is triggered Then an email is sent to the seller within 30 seconds containing the new end time, bidder identity (anonymized if privacy is enabled), and the reason for extension.
Active Bidder In-App Notification Receipt
Given a registered bidder has placed a live bid on the auction When the auction countdown is extended Then the bidder receives an in-app notification immediately displaying the new end time and extension reason.
Anonymized Bidder Identity Display in Notifications
Given a bidder has enabled identity anonymization in their privacy settings When their bid triggers a countdown extension Then all notifications sent (email or in-app) display the bidder as “Anonymous Bidder” or a system-generated alias without revealing personal details.
Multi-Channel Notification Delivery
Given a user has both email and in-app notifications enabled When an auction countdown extension occurs Then the system delivers both an email and an in-app notification with identical content about the new end time, bidder identity, and extension reason.
Real-Time Notification Delivery Performance
Given an auction countdown extension event When the event is processed by the notification service Then all configured notifications (email and in-app) are dispatched within 10 seconds of the extension trigger.
Extension Analytics Dashboard
"As an admin, I want to view analytics on auction extensions to evaluate the effectiveness of the TimeFlex feature."
Description

Create an analytics dashboard within Wavelet that displays metrics related to TimeFlex activity. Key metrics include total number of auctions extended, average extension duration, frequency of extensions per auction category, and impact on final sale prices. Provide filtering by date range and exportable reports for deeper analysis.

Acceptance Criteria
Display Summary Metrics
Given the user navigates to the Extension Analytics Dashboard, When the dashboard loads, Then it displays total number of auctions extended, average extension duration, frequency of extensions per auction category, and impact on final sale prices correctly.
Filter by Date Range
Given the user selects a start and end date for analysis, When the user applies the date filter, Then only metrics within the selected date range are shown and all values update accordingly.
Filter by Auction Category
Given the user chooses one or more auction categories, When the user applies the category filter, Then the dashboard updates to show metrics only for the selected categories and excludes data from unselected categories.
Export Report to CSV
Given the dashboard reflects the desired filters, When the user clicks the export button and chooses CSV format, Then a downloadable CSV file is generated containing all displayed metrics with accurate headers and values.
Dashboard Performance and Accuracy
Given the dashboard contains data for up to one year, When the user loads or applies filters, Then the dashboard renders within 2 seconds and metric values match source data within a 1% variance.

InsightLens

Delivers in-depth analytics on bidding trends, bidder demographics, and price performance. Artists can track peak activity times, most active bidders, and auction heat maps to refine future strategy and optimize revenue outcomes.

Requirements

Real-time Bidding Trend Visualization
"As an independent musician, I want to see real-time charts of bid counts and average bid values over time so that I can identify peak activity periods and schedule my auctions when interest is highest."
Description

Implement interactive line and bar charts that display bidding trends over time, including bid frequency, average bid value, and peak activity periods. The visualization should update in real time and be embedded seamlessly within the InsightLens dashboard. This feature enables artists to identify bidding patterns, understand market demand cycles, and adjust listing times for maximum engagement.

Acceptance Criteria
Real-Time Chart Rendering During Live Auction
Given live bidding data is received every 5 seconds When the InsightLens dashboard is open and the auction is live Then the line and bar charts update within 2 seconds of new data arrival without UI lag
Accurate Average Bid Value Calculation
Given multiple bids placed within a defined interval When calculating the average bid value for that interval Then the displayed average matches backend calculations to two decimal places
Peak Activity Period Identification
Given bidding activity is tracked over 24 hours When analyzing bid frequency across hourly segments Then the hour with highest bid count is visually highlighted and annotated with start and end times
Time Range Selection Updates Charts
Given a user selects a custom start and end time filter When the filter is applied Then the charts update to display bid frequency and average bid value only within the selected time range with adjusted axes
Seamless Dashboard Embedding
Given the InsightLens dashboard loads on desktop and mobile When the Real-time Bidding Trend Visualization component renders Then it appears without layout shifts, matches platform theming, and adapts responsively to screen size
Bidder Demographics Breakdown
"As a digital artist, I want to view the demographics of my bidders so that I can target marketing campaigns to the audiences most likely to purchase my work."
Description

Provide a demographic analysis module that aggregates and displays bidder information by location, age group, and interest categories. The module should pull data from user profiles and bidding history, then present it through clear pie charts and tables. Artists can leverage this insight to tailor promotional efforts and content to their most engaged audience segments.

Acceptance Criteria
Post-auction demographic summary review
- The module displays pie charts for bidder location, age group, and interest categories for the selected auction - The data matches the auction's unique bidder list and shows counts per segment - The corresponding data table lists each segment with its category and bidder count - The charts and table load within 2 seconds after selecting the auction
Real-time demographics during live auction
- Demographic charts and tables refresh every 60 seconds during a live auction - New bidders are included in the updated visuals with accurate segment counts - A visible timestamp indicates the last data refresh
Filtering demographics by auction segment
- Users can filter demographics by defined auction segments (e.g., first half, second half) - Selecting a segment updates all charts and tables to reflect only that segment's data - Filter state persists when navigating away and returning to the module
Exporting demographics report
- Users can export the current demographic view as CSV and PDF - The export includes all chart images and the full data table with headers - Export completes within 5 seconds for auctions with up to 10,000 bids
Error handling for missing bidder data
- Bidders lacking location, age, or interest information are grouped under 'Unknown' - Charts and tables include an 'Unknown' slice or row for missing data categories - System logs a warning entry for each missing-data bidder record
Price Performance Analytics
"As a creator, I want to analyze how my auction prices perform relative to starting prices so that I can refine my pricing strategy and maximize revenue."
Description

Develop analytics that track the performance of item prices, showing metrics like highest bid vs. reserve price, average sale price, and price volatility. Include trend lines and comparative views of past auctions. This functionality helps artists evaluate pricing strategies and set optimal starting and reserve prices for future listings.

Acceptance Criteria
Highest Bid vs Reserve Price Comparison
Given an auction with recorded bids and a set reserve price, When the artist accesses the price performance analytics for that auction, Then the system displays the highest bid value and the reserve price correctly, matching the recorded data.
Average Sale Price Overview
Given a selection of completed auctions within a specified timeframe, When the artist views the average sale price metric, Then the system calculates and displays the average sale price as the total of final sale prices divided by the number of auctions, formatted in the user’s currency.
Price Volatility Visualization
Given auction sale price data over a defined period, When the artist enables the volatility view, Then the system calculates price volatility (standard deviation of sale prices) and renders it on an interactive chart.
Trend Line Analysis for Selected Timeframe
Given a custom date range selected by the artist, When the artist applies the range filter, Then the system updates and displays price trend lines with daily data points and a clear indication of upward or downward trends.
Comparative Auction Performance View
Given two or more past auctions selected, When the artist chooses the comparative view option, Then the system presents side-by-side charts showing highest bid, reserve price, average sale price, and volatility for each auction with clear labels.
Auction Heat Map Generation
"As a musician, I want to see a heat map of bidding activity by date and time so that I can choose the best time slots for my future auctions."
Description

Create a heat map visualization that overlays bidding activity on a timeline or calendar interface. The heat map should highlight days and hours with the highest bidding activity, enabling quick identification of hot spots. Integration with InsightLens ensures seamless navigation from summary statistics to detailed heat map views.

Acceptance Criteria
Daily Bidding Activity Heat Map Display
Given bidding data exists for the selected month, when the user views the calendar heat map, then each day is color-coded based on total bid count with a legend indicating activity ranges.
Hourly Peak Activity Highlight
Given the timeline interface is active, when the user hovers over any hour cell, then the exact bid count for that hour is displayed in a tooltip and hours with counts in the top 10% are visually distinct.
Interactive Zoom to Detailed Timeframe
Given the user selects a specific date range on the heat map, when the user clicks the zoom control, then the map updates to show hourly granularity for the chosen dates.
Seamless Navigation from Summary to Heat Map
Given InsightLens summary statistics are displayed, when the user clicks the heat map summary link for a specific period, then the interface navigates directly to the heat map view focused on that same period.
Heat Map Data Accuracy Verification
Given a test dataset with known bid volumes per time unit, when the heat map is rendered for that dataset, then each cell’s color intensity matches the predefined activity thresholds within a 5% tolerance.
Customizable Analytics Dashboard
"As an artist, I want to customize my analytics dashboard by selecting the widgets I care about so that I can view only the insights that matter to my workflow."
Description

Build a flexible dashboard layout where artists can add, remove, and rearrange analytics widgets (e.g., trend charts, demographic breakdowns, heat maps). Users should be able to save multiple dashboard configurations and export the dashboard view as a PDF or CSV. This empowers creators to focus on the metrics most relevant to their strategy.

Acceptance Criteria
Adding a New Analytics Widget
Given the artist is in dashboard edit mode When the artist selects ‘Add Widget’ and chooses a widget type Then the new widget is displayed in the dashboard at the end of the current layout, and the widget fetches and displays data correctly within 5 seconds.
Removing an Existing Widget
Given the artist is in dashboard edit mode When the artist clicks the ‘Remove’ icon on a widget and confirms the action Then the widget is removed from the dashboard layout, and the layout reflows to fill the space without gaps.
Rearranging Widgets via Drag-and-Drop
Given the artist is in dashboard edit mode When the artist drags a widget to a new position and drops it Then the widget moves to the new position immediately, the other widgets adjust accordingly, and the updated layout is reflected in the preview.
Saving a Customized Dashboard Configuration
Given the artist has configured the dashboard layout When the artist clicks ‘Save Configuration’, enters a unique configuration name, and confirms Then the configuration is saved to the user’s profile, appears in the ‘Saved Configurations’ list, and can be selected for future use.
Exporting Dashboard as PDF
Given the artist is viewing a saved dashboard configuration When the artist selects ‘Export as PDF’ Then the system generates a PDF matching the current layout and data, prompts the user to download it, and the downloaded file is correctly formatted and readable.
Exporting Dashboard Data as CSV
Given the artist is viewing a widget-filled dashboard When the artist selects ‘Export as CSV’ Then the system generates a CSV file containing data for all visible widgets, prompts the user to download it, and the file can be opened and parsed by standard spreadsheet software.

TierFlow

Enables creation of multiple simultaneous auctions for different license tiers—such as exclusive, single-use, or time-limited—within one campaign. Each tier has its own starting price and rules, allowing artists to target diverse buyer segments efficiently.

Requirements

Multi-Tier Auction Setup
"As an independent artist, I want to set up multiple license tier auctions at once so that I can reach different buyer segments efficiently in one campaign."
Description

Enable creation of multiple parallel auctions within a single campaign, each representing a license tier with its own parameters. The system should allow artists to define the number of auctions per tier, specify starting prices, and set duration policies that run concurrently under one campaign overview.

Acceptance Criteria
Creating a Multi-Tier Auction Campaign
Given an artist accesses the campaign creation page, When they click "Add Auction Tier" and define a tier name, starting price, and duration for three distinct license tiers, Then the campaign preview displays all three tiers with their correct names, starting prices, and durations.
Validating Tier Parameter Constraints
Given an artist enters a starting price below the minimum allowed or a duration outside policy limits, When they attempt to save the tier, Then the system displays a clear validation error and prevents the tier from being saved until parameters meet requirements.
Displaying All Auction Tiers in Campaign Overview
Given a campaign with multiple auction tiers has been launched, When a user views the campaign overview page, Then every tier is listed with its current highest bid (or starting price if no bids), status, and time remaining.
Concurrent Auction Countdown Timers
Given a campaign running multiple tiers simultaneously, When buyers view the auction page, Then each tier shows an accurate, independent countdown timer that updates in real time.
Editing Existing Auction Tier Details
Given an artist is within the campaign’s editable window and selects an existing tier, When they modify the starting price or duration and save, Then the system updates the tier settings, reflects changes in the campaign overview, and sends a confirmation notification to the artist.
Tier Rule Configuration
"As an artist, I want to customize the rules for each license tier auction so that I can tailor bidding behavior and pricing strategies per tier."
Description

Provide a flexible rule engine for each license tier auction that allows customization of bidding increments, reserve prices, auto-extend rules, buyout options, and eligibility criteria. Each rule must be editable before the auction starts and locked when the auction is live.

Acceptance Criteria
Configuring Bidding Increment Rules
Given the user is on the tier rule configuration page, when they enter a bidding increment between $1 and $100, then the system accepts the value, displays it in the rule summary, and applies it to all subsequent bids.
Setting Reserve Price Before Auction
Given the user defines a reserve price, when they enter a value equal to or greater than the tier's minimum price, then the system saves the reserve price and prevents the auction from starting if the value is below the minimum.
Enabling Auto-Extend on Last-Minute Bids
Given auto-extend is enabled with a buffer time, when a bid is placed within the last buffer minutes of the auction, then the auction end time extends by the buffer duration and updates are visible in real time.
Configuring Buyout Option
Given the user activates the buyout rule with a specified buyout price, when any bidder selects buyout, then the auction ends immediately, the bidder wins the tier, and all tier rules become locked.
Applying Eligibility Criteria
Given the user sets eligibility criteria (e.g., bidder rating ≥ 4.0), when a bidder does not meet these criteria, then they are prevented from placing bids and see an explanatory message.
Dynamic Pricing Engine
"As a buyer, I want real-time bid updates for each license tier so that I can make informed bidding decisions."
Description

Implement a pricing engine that automatically updates the current bid display, tracks highest bids for each tier, and recalculates the minimum next bid based on configurable increments. The engine should handle real-time price updates across all tiers without performance degradation.

Acceptance Criteria
Real-time Bid Display Update
Given an active auction tier, When a bidder submits a new bid, Then the current bid display across all user dashboards updates within 200ms to reflect the new bid amount.
Highest Bid Tracking per Tier
Given multiple bids on a specific tier, When the highest bid changes, Then the system records the new highest bid and marks it as the current leader for that tier.
Next Minimum Bid Calculation
Given a configured bid increment of X%, When the current highest bid is Y, Then the minimum next bid is calculated as CEIL(Y * (1 + X/100)) and displayed correctly to all users.
Concurrent Bid Handling Performance
Given multiple bids are placed simultaneously across different tiers, When the system processes these bids, Then the average processing time per bid remains under 250ms with no data loss.
Increment Configuration Propagation
Given an administrator updates the bid increment configuration for a tier, When the update is saved, Then all subsequent minimum next bid calculations use the new increment value immediately.
Tier Dashboard Interface
"As a digital artist, I want a dashboard view of all my active tier auctions so that I can monitor performance and manage them efficiently."
Description

Design an intuitive interface within the campaign dashboard that visualizes all active license tier auctions, showing key metrics such as current highest bid, time remaining, bidder count, and tier status. The interface should support quick filtering, sorting, and navigation between tiers.

Acceptance Criteria
Viewing Active Auctions
Given a campaign with multiple license tier auctions, when the user opens the Tier Dashboard Interface, then a table must display each active auction with columns for Tier Name, Current Highest Bid, Time Remaining, Bidder Count, and Tier Status.
Filtering Tiers
Given the Tier Dashboard Interface, when the user selects a tier filter (e.g., Exclusive, Single-Use, Time-Limited), then only auctions matching the selected tier type are displayed in the dashboard.
Sorting by Bid
Given the Tier Dashboard Interface, when the user clicks the Current Highest Bid column header, then the auctions list is sorted in descending order by bid value, and clicking again toggles to ascending order.
Navigating to Tier Details
Given the Tier Dashboard Interface, when the user clicks on an auction entry (row) in the dashboard, then the interface navigates to the detailed auction page for that specific tier.
Real-time Updates
Given an active auction within the Tier Dashboard Interface, when a new bid is received, then the Current Highest Bid and Bidder Count fields update automatically within 5 seconds without requiring a page reload.
Real-Time Notifications & Alerts
"As an artist, I want to receive alerts when my auctions change status so that I can respond promptly and manage my campaigns."
Description

Build a notification system that sends real-time alerts to artists and bidders when significant events occur in any license tier auction such as new bids, auctions nearing end time, reserve met, or buyout executed. Notifications should be configurable by channel (email, in-app, SMS).

Acceptance Criteria
New Bid Placed Notification
Given a live license tier auction, when a bidder places a new bid, then the system must send a notification to the artist and the outbid bidder via all their configured channels within 5 seconds of bid placement.
Auction Nearing End Notification
Given an auction is about to end in 15 minutes, when the remaining time threshold is reached, then the system must send a reminder notification to all active bidders via their selected channels.
Reserve Price Met Notification
Given an auction’s highest bid meets or exceeds the reserve price, when the bid is recorded, then the system must send a notification to the artist and the leading bidder confirming the reserve price has been met.
Buyout Executed Notification
Given a bidder executes a buyout, when the buyout transaction completes, then the system must immediately notify the artist and the successful buyer via all configured channels.
Notification Channel Configuration
When an artist or bidder updates their notification preferences, then the system must save the changes and apply them so that subsequent notifications are only sent via the enabled channels.
Tier-Level Analytics & Reporting
"As a music producer, I want detailed analytics on each license tier auction so that I can evaluate performance and optimize future campaigns."
Description

Generate comprehensive analytics reports for each license tier auction including bid history, revenue projections, bidder demographics, conversion rates, and comparative performance across tiers. Reports should be exportable in CSV and PDF formats.

Acceptance Criteria
Export CSV for Exclusive Tier Auction
Given an artist has an exclusive tier auction completed, when they select the 'Export CSV' option for that tier, then the system generates a CSV file including bid history (timestamp, bidder ID, bid amount), total revenue, conversion rate, and demographics, and prompts the user to download it.
Generate PDF Report for Single-Use Tier
Given an artist views the reporting section, when they choose to generate a PDF for the single-use tier auction, then the PDF includes a summary page with revenue projections, bidder demographics (age range, location), conversion rates, and a table of comparative performance metrics across tiers.
View Bid History Chart on Dashboard
Given the artist is on the analytics dashboard, when they filter by a specific license tier, then the system displays an interactive chart showing bid history over time, and the chart updates in real-time to reflect the data for the selected tier.
Compare Tier Performance Metrics
Given multiple license tiers have completed auctions, when the artist selects 'Compare Tiers', then the interface displays a side-by-side comparison of key performance metrics (total bids, average bid amount, revenue, conversion rate) and highlights the highest performing tier.
Access Bidder Demographics Breakdown
Given the artist requests demographic data for a license tier, when they click 'View Demographics', then the system shows a breakdown table and graph of bidder demographics (gender, location, age) for that tier, and the data matches the underlying bid records.

AutoBid

Offers proxy bidding functionality where bidders set a maximum bid upfront and the system automatically raises their bid incrementally on their behalf. This ensures competitive bidding without constant manual monitoring, improving user experience and driving up final prices.

Requirements

Max Bid Configuration
"As a bidder, I want to set a maximum bid so that the system can auto-increment my bids up to my limit without manual intervention."
Description

Provide an intuitive interface allowing users to enter and confirm their maximum bid amount for an auction. This includes input validation, currency format handling, and integration with the bidding engine to store the user’s limit securely. The system should verify user balance or authorization to cover the maximum bid and provide real-time feedback on the validity of the entered amount.

Acceptance Criteria
Successful Max Bid Input
Given a logged-in user on the auction page When they enter a valid numeric bid amount in the max bid field and confirm Then the system accepts the amount, displays a confirmation message, and updates the bidding engine with the user’s limit
Invalid Currency Format Input
Given a user enters a bid amount with non-numeric characters or incorrect currency format When they attempt to confirm the max bid Then the system displays an inline error message indicating the correct format and prevents submission
Insufficient Balance Verification
Given a user has a maximum bid amount that exceeds their account balance When they confirm the max bid Then the system checks the balance, rejects the bid, and displays an error prompting them to add funds or lower the bid
Real-Time Feedback Display
Given a user inputs a bid amount When the amount is valid and within balance Then the system dynamically updates the UI to show that the bid is valid and the maximum possible bid increment
Secure Storage Integration
Given a user confirms their max bid When the data is sent to the backend Then it is stored securely with the bidding engine, encrypted in transit and at rest, and retrievable for proxy bidding without data loss
Incremental Bidding Logic
"As a bidder, I want the system to automatically raise my bid incrementally to stay competitive so that I maintain the highest bid without manually submitting each new offer."
Description

Implement the core proxy bidding algorithm to raise bids on behalf of users in predefined increments. The logic must calculate the next bid amount based on the current highest bid plus the auction’s minimum increment, up to the user’s maximum bid. It should handle edge cases such as tie bids, minimum increments changing mid-auction, and simultaneous bids from multiple users.

Acceptance Criteria
User Sets Proxy Bid Up to Maximum
Given the current highest bid is X and the user's maximum proxy bid is M, when another user places a bid Y where X < Y ≤ M, then the system places an automatic bid of min(X + increment, M) on behalf of the proxy bidder.
Bid Amount Does Not Exceed Maximum
Given the next incremental bid exceeds the user's maximum proxy bid M, when the system calculates X + increment > M, then the system places an automatic bid equal to M and no higher.
Tie Bid Resolution
Given two users have identical maximum proxy bids M, when the highest bid reaches M, then the system awards the lead bid to the user who placed their maximum proxy bid first and does not place further bids.
Dynamic Increment Adjustment
Given the auction's minimum increment changes from I1 to I2 after the last bid, when the system evaluates the next automatic bid, then it uses the updated increment I2 to calculate the bid amount.
Concurrent Bids Handling
Given multiple proxy bids are submitted simultaneously, when the system processes them in the order received, then each bid is applied sequentially using the proxy logic and increments, ensuring accurate final bid placement.
AutoBid Toggle Control
"As a bidder, I want to enable or disable AutoBid so that I can control when the system places bids on my behalf."
Description

Add a toggle control in the auction interface to enable or disable AutoBid functionality. The toggle state should be clearly indicated and persist across sessions. When disabled, no proxy bids should be placed. When enabled, the system should reference the user’s configured maximum bid and begin proxy bidding automatically.

Acceptance Criteria
Enabling AutoBid Persists Across Sessions
Given a user is viewing an auction and toggles AutoBid to 'On', when the page is reloaded or the user logs in on a new session, then the AutoBid toggle remains in the 'On' position reflecting the user’s preference.
Disabling AutoBid Prevents Proxy Bids
Given AutoBid is set to 'Off', when another user places a higher bid, then no automatic bids are placed on behalf of the user, and the user must manually bid to increase their offer.
Toggle State Persists Across Devices
Given a user has set the AutoBid toggle to 'On' on one device, when the user logs into their account from a different device, then the AutoBid toggle should display the same 'On' state as previously set.
Handling Unconfigured Maximum Bid
Given a user enables AutoBid without having configured a maximum bid, when the user toggles AutoBid to 'On', then the system displays a prompt to set a maximum bid and keeps AutoBid disabled until the user inputs a valid maximum bid.
Proxy Bidding Increments Up to User Maximum
Given AutoBid is 'On' and the user’s maximum bid is set to $X, when another user places a bid below $X, then the system automatically places incremental bids in predefined increments (e.g., $1) up to, but not exceeding, the maximum bid.
AutoBid Status Notifications
"As a bidder, I want to receive notifications when my proxy bid is placed or when I’m outbid so that I’m informed of the auction status without constantly monitoring it."
Description

Design and integrate a notification system to inform users about AutoBid events, including successful proxy bid placements, being outbid, and reaching maximum bid limits. Notifications should be delivered in real time via in-app alerts, email, or push notifications based on user preferences.

Acceptance Criteria
Notification on Successful AutoBid Placement
Given a user has enabled AutoBid and set a maximum bid, When the system places a proxy bid on their behalf, Then the user receives a notification within 5 seconds via their chosen channel detailing the bid amount and item information.
Notification When User Is Outbid
Given an active AutoBid session for a user, When another bidder exceeds the user’s current bid, Then the system sends an outbid notification within 10 seconds including the new highest bid and option to increase maximum bid.
Notification on AutoBid Maximum Limit Reached
Given the AutoBid feature has reached the user’s predefined maximum bid, When no further proxy bids can be placed, Then the user receives an alert immediately indicating the maximum limit has been reached and no additional bids will be placed.
Delivery Aligns with User Notification Preferences
Given a user has specified notification channels (in-app, email, push), When any AutoBid event occurs, Then the notification is delivered only via the user’s selected channels and no other channels are used.
Real-Time Notification Delivery Under High Load
Given the system is experiencing peak auction traffic, When AutoBid events trigger notifications, Then 95% of notifications are delivered within the defined timeframes without failure.
Proxy Bid Modification
"As a bidder, I want to modify or cancel my maximum bid so that I can adjust my strategy during the auction."
Description

Allow users to modify or cancel their existing maximum bid at any point before the auction ends. The interface should let users increase or decrease their max bid amount and confirm changes. All modifications must update securely in the bidding system and trigger recalculation of proxy bids based on the new limit.

Acceptance Criteria
Increase Maximum Bid After Being Outbid
Given a user with an existing proxy bid that is outbid When the user modifies their maximum bid to a higher amount before the auction ends Then the system securely updates the max bid, recalculates all proxy bids, and displays the user’s new current bid ranking within 2 seconds
Decrease Maximum Bid Below Current Winning Bid
Given a user with an active proxy bid that is currently winning When the user decreases their maximum bid to an amount below the current highest bid before the auction ends Then the system updates the max bid, recalculates proxy bids, removes the user from the winning position, and notifies the user of their new bid status
Cancel Proxy Bid Before Auction End
Given a user with an active proxy bid When the user chooses to cancel their maximum bid before the auction ends and confirms the action Then the system removes the proxy bid from the user’s account, recalculates any affected proxy bids, and confirms cancellation via UI notification
Prevent Modification After Auction End
Given an auction has ended When the user attempts to modify or cancel their proxy bid Then the system rejects the request, displays an error message indicating the auction is closed, and does not change the bid
Handle Concurrent Bid Modifications
Given multiple users or multiple sessions of the same user modifying their proxy bids simultaneously When concurrent modification requests are received Then the system processes requests atomically using optimistic locking, ensures data integrity, and reflects each change in the correct order with no lost updates

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Wavelet Integrates AI-Powered Scene Reader for Precise Sync Recommendations

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New York, NY – 2025-07-24 – Wavelet, the unified hub for independent musicians and digital artists, today announced the launch of its AI Scene Reader feature, a cutting-edge tool that leverages artificial intelligence to analyze uploaded video footage and deliver tailored music recommendations in real time. This milestone underscores Wavelet’s commitment to streamlining synchronization workflows for content creators, filmmakers, and advertisers. Today’s digital landscape demands that visual storytellers move quickly without sacrificing creative integrity. With AI Scene Reader, users simply upload a short video clip to Wavelet’s platform, and the AI engine scans the footage’s mood, pacing, camera movement, and narrative structure. Within seconds, it generates a curated list of tracks that perfectly align with the emotional arc and rhythm of each scene. This eliminates hours of manual searching and guesswork, enabling seamless audio-visual harmony and accelerating project timelines. “Synchronization is where music and visual art converge,” said Alicia Ramirez, Chief Product Officer at Wavelet. “Our AI Scene Reader democratizes access to professional-grade sync tools. Whether you’re a rising filmmaker or an indie game developer, you can now discover the ideal soundtrack for your project in a matter of seconds, not days.” Key benefits of AI Scene Reader include: - Instant Mood Matching: The AI maps each track to an interactive mood spectrum, ensuring recommendations resonate with the intended emotional tone. - Tempo Synchronization: Automatically suggests tracks with tempos that align with scene cuts or narrative beats, reducing manual editing. - Customization Controls: Users can refine results by mood intensity, instrumentation, or track length to meet specific project requirements. - One-Click Licensing: Once the perfect track is selected, creators can secure rights instantly with Wavelet’s Contract Catalyst integration. Early access participants have already praised the feature’s impact on productivity and creativity. “I used to spend days trialing tracks for a 30-second promo,” explained Technology Tour Tory, an international stage manager. “With AI Scene Reader, I had five spot-on options in minutes. It’s a game changer for live event promos and behind-the-scenes documentaries.” Wavelet is hosting a virtual demo on August 5, 2025, at 10:00 AM ET to showcase AI Scene Reader in action. Attendees will receive a free trial of the new feature and personalized onboarding support. To register, visit wavelet.com/AIPreview. The AI Scene Reader release follows Wavelet’s recent introduction of Rapid Takedown and GeoScope Alerts, reinforcing the platform’s position as an end-to-end solution for rights management, collaboration, and monetization. By integrating advanced AI capabilities with one-click licensing and robust analytics, Wavelet empowers creators to focus on storytelling while maintaining full control over their intellectual property. About Wavelet: Founded in 2024, Wavelet is a creator-focused platform that unifies file organization, rights management, and revenue optimization for musicians and digital artists. With intuitive dashboards and automated workflows, Wavelet helps creators secure ownership, collaborate efficiently, and unlock new revenue streams—all from one hub. Contact Information: Press Inquiries: press@wavelet.com | +1 (212) 555-0199 Demo Registration: wavelet.com/AIPreview Media Kit: wavelet.com/media

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Wavelet Launches Bundle Builder to Empower Artists with Flexible Licensing Packages

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Los Angeles, CA – 2025-08-15 – Wavelet today unveiled Bundle Builder, a powerful new feature designed to help musicians and digital artists package multiple assets into tiered licensing offers, streamlining bulk licensing and driving higher-value deals. Bundle Builder marks a significant advancement in how creators monetize catalogs, giving them unprecedented control over pricing, discounts, and package composition. As the demand for multi-track licensing and asset bundles continues to rise—driven by content platforms, advertising agencies, and multimedia producers—artists need flexible tools that simplify negotiation and close deals faster. Bundle Builder addresses this need by enabling users to combine audio files, stems, and digital artwork into a single offering. Creators can then apply tiered discounts based on volume, usage scope, or exclusivity, attracting buyers with compelling price incentives while maximizing revenue potential. “Our goal is to remove the friction from bulk licensing,” said Marcus Chen, CEO of Wavelet. “Bundle Builder transforms how artists sell multiple assets by automating pricing strategies and packaging options. It’s like having a digital sales team that crafts optimized deals around the clock.” Core features of Bundle Builder include: - Multi-Asset Bundling: Group up to 20 tracks or artworks in a single package, ideal for advertising campaigns, film scores, or game bundles. - Tiered Discount Engine: Configure discount levels based on the number of assets or license duration, encouraging larger purchases. - Customizable Licensing Terms: Select from exclusive, single-use, or time-limited license tiers, each with its own pricing and rights framework. - Real-Time Preview: Visualize bundle composition and price adjustments instantly before publishing. Early adopters are already seeing measurable results. “We packaged an entire short film score as a bundle, offering a 15% discount. Within 48 hours, we closed a deal with an indie game developer,” reported Rising Rhythmist DJ Solstice. “Bundle Builder took what used to be manual spreadsheets and turned it into a seamless sales process.” To celebrate the launch, Wavelet is offering existing users a complimentary upgrade to Bundle Builder through September 30, 2025, with no additional fees. New users who sign up for a premium subscription before September will receive an exclusive introductory bundle credit. Wavelet remains committed to providing holistic solutions for creative professionals. Earlier this year, the platform introduced Rapid Takedown, Version Vault, and GeoScope Alerts to help rights managers enforce licensing terms and protect revenues. With Bundle Builder, Wavelet continues to expand its toolkit to meet emerging market demands. About Wavelet: Wavelet is a unified hub for independent musicians and digital artists to organize, share, and license music and art in seconds. Its intuitive dashboards, one-click rights management, and robust analytics empower creators to secure ownership, streamline workflows, and unlock new revenue—all from one platform. Media Contact: Karen Middleton, Head of Communications press@wavelet.com | +1 (310) 555-0234 Learn more: wavelet.com/bundlebuilder

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Wavelet Debuts GeoScope Alerts to Combat Unauthorized Content Use Worldwide

Imagined Press Article

London, UK – 2025-09-01 – Today, Wavelet announced the global rollout of GeoScope Alerts, a pioneering feature that pins unauthorized uses of music and digital art on an interactive world map and dispatches region-specific alerts to rights holders. GeoScope Alerts represents a significant enhancement to Wavelet’s suite of rights management tools, enabling creators to prioritize enforcement and safeguard revenue with geographic precision. In an era where content can propagate across borders in minutes, understanding where infringements occur is critical. GeoScope Alerts provides a live, visual representation of unauthorized uses, from grassroots blogs to international streaming platforms. Rights holders receive customizable notifications based on predefined criteria, such as specific countries, usage frequency thresholds, or target platforms. “Protecting creative assets across diverse markets is a growing challenge,” said Sofia Patel, Chief Technology Officer at Wavelet. “GeoScope Alerts equips artists and rights managers with the geographic intelligence needed to deploy enforcement strategies efficiently and cost-effectively.” GeoScope Alerts key capabilities include: - Interactive World Map: Visualize infringement hotspots at the country, region, and city levels. - Filtered Notifications: Set custom triggers for alerts by geography, platform, and content type to avoid notification overload. - Priority Ranking: Automatically rank alerts by estimated revenue impact and frequency of use to focus enforcement efforts. - Integration with Rapid Takedown: Initiate DMCA or equivalent takedown requests in affected regions with one click. Early testers report that GeoScope Alerts has revolutionized their enforcement workflows. “Previously, we relied on manual Google searches and community tips,” said Archive Aria, a digital archivist. “Now, I can see where our catalog is being misused and take swift action. The integration with Custom Triggers ensures I’m only notified about high-priority cases.” To support the GeoScope Alerts launch, Wavelet is offering all customers a free 30-day trial of the feature and dedicated training webinars. Rights managers and creators can sign up at wavelet.com/geoscope. Wavelet continues to innovate at the intersection of creativity and technology. The platform’s recent enhancements—such as DeepMatch Scan for derivative use detection and Contract Catalyst for automated contract generation—further solidify its position as an all-in-one solution for rights management, collaboration, and monetization. About Wavelet: Wavelet is a creator-centric hub that empowers independent artists to organize files, manage rights, collaborate seamlessly, and monetize content through an integrated platform. Its intuitive dashboards and advanced automation tools simplify complex workflows, enabling creators to focus on art. Press Contact: Thomas Green, Global Communications Director press@wavelet.com | +44 20 7946 0857 Website: wavelet.com/geoscope

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