PM Agent
An end-to-end AI tool that eliminates the manual overhead of post-meeting documentation — automating agile workflows from transcription to sprint planning.
Meetings generate action — but documentation kills momentum.
Product Managers spend hours after every meeting manually converting discussions into PRDs, user stories, and sprint plans. This repetitive overhead delays execution, introduces human error, and creates bottlenecks across the entire product development cycle.
An AI agent that turns conversations into structured artifacts — instantly.
PM Agent autonomously joins meetings, transcribes audio in real-time, and synthesizes the conversation into polished, editable agile documents. From recording to sprint plan, the entire pipeline is automated.
The Application
PM Dashboard — AI-powered tools for PRD generation, user stories, and sprint planning
Tech Stack
Frontend
- React (Vite)
- TypeScript
- TailwindCSS
Backend
- Next.js
- Supabase (PostgreSQL)
- Row Level Security
AI / ML
- Google Gemini
- Groq
- Whisper
APIs & Media
- Recall API
- Web Audio API
- html2pdf.js
How It Works
Intelligent Ingestion & Transcription
Seamlessly captures meeting audio through multiple channels and converts it into structured text.
- Deploys virtual bots via the Recall API to autonomously join Google Meet/Zoom calls, record, and extract transcripts.
- Supports direct audio/video uploads up to 100MB for maximum flexibility.
- Utilizes the Web Audio API to chunk and downsample audio to 16kHz Mono in-browser, reducing payload sizes by up to 80%.
Autonomous PM Artifacts
Transforms raw meeting transcripts into structured, actionable agile documentation.
- Analyzes meeting context to construct detailed PRDs outlining Objectives, Scope, and core requirements.
- Converts feature discussions into standard agile user stories with acceptance criteria.
- Distills action items into actionable sprint backlogs with estimated sizing.
Resilient Architecture
Enterprise-grade data layer built for security, consistency, and fault tolerance.
- Engineered a robust database layer using Supabase with complex relational data kept perfectly synced.
- Strict Row Level Security (RLS) policies tied to Google Auth for proprietary data protection.
- Resilient query logic with fallback between user_id and user_email identifiers for schema integrity.
Premium UX & Export
Polished interface with powerful output capabilities for professional delivery.
- Modern UI with micro-animations and ambient design language.
- In-browser markdown editing for rapid refinement of AI-generated content.
- One-click styled PDF exports combining html2pdf.js and react-markdown for branded reports.
