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AI Powered product team

Drop a transcript from a meeting. Get a PRD, Jira plan and ROI model - automatically

Clone the Repo

Drop a transcript. Run your AI product team.
Get the Code on GitHub

LIKE HAVING A SMALL PRODUCT TEAM IN CODE

1. Automated from meeting to execution

2. Consistent PRDs, story plan, ROI model

3. Covers blind spots or key insights you might have missed

SYSTEM ARCHITECTURE

Frequently Asked Questions

Execution dies between conversation and delivery. Most teams spend hours in meetings, notes get written, action items get scattered, ROI gets discussed vaguely. I wanted a system that turns raw conversation into structured execution artifacts.


It simulates a small product team:

  • A Librarian agent loads transcript + context
  • An Analyst extracts insights
  • A Product agent generates a PRD and execution plan
  • A Finance agent models ROI impact


  • Product Requirements Document - prd.md  - Structured requirements grounded in the transcript and context.
  • Jira Plan - jira_plan.json - Execution-ready epics and stories.
  • ROI Model - roi.md -  Clear assumptions and payoff framing.


I’m interested in how AI can increase decision velocity. This project reflects how I think about:

  • Product systems
  • Execution design
  • Growth modeling
  • Financial clarity


Clone the Repo

Drop a transcript. Run your AI product team.
Get the Code on GitHub

Copyright © 2026 Radu Bulai - All Rights Reserved.


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