Samvad — AI-Powered BRD Extraction Agent
Link to open source: https://github.com/Akshat-sin-official/samvad
Link to Live Project: https://samvad-vert.vercel.app/
Samvad is a multi-agent AI system that extracts structured Business Requirements Documents from raw, noisy communication data — emails, meeting transcripts, and chat logs.
Upload an email thread or transcript, provide guiding directions, and Samvad's 5-agent pipeline (powered by Gemini 2.0 Flash on Vertex AI) instantly generates a full technical artifact suite — all in under 60 seconds:
- BRD Agent (Senior Business Analyst) — Filters noise from raw communication and extracts structured requirements, objectives, scope, user roles, KPIs, and risks
- Architecture Agent (Principal Cloud Architect) — Designs microservices, cloud infrastructure, and generates a live Mermaid.js system diagram
- Data Model Agent (Senior Database Architect) — Designs normalized entities and fields with data sensitivity classifications
- Gap Agent (Critical Analyst) — Reviews the BRD for missing requirements, ambiguities, and flags project risks
- Compliance Agent (Global Security & GDPR/HIPAA Officer) — Audits the data model for PII, financial data, encryption requirements, retention policies, and access control recommendations
Built with a FastAPI backend, React + TypeScript frontend, Firebase Auth with custom TOTP 2FA, and persistent Firestore project versioning. Targeting HackFest PS2: BRD Agent.
This build was uploaded as a hackathon project
