Feb 21, 2026

Anvayai.ai

ai geminiapi llm hackfest 2.0 buisness documnetation

 

Anvaya.AI is an intelligent, end-to-end AI-powered Business Requirements Document (BRD) generation platform designed to transform unstructured project communication into structured, actionable documentation. Built by Team Ramanujan, the platform ingests raw artifacts such as uploaded documents, emails, and stakeholder messaging, then processes them through a multi-stage AI pipeline to extract key insights.

The system automatically identifies stakeholders, extracts structured facts with source attribution, detects contradictions across communication channels, and enables guided resolution with clear reasoning. Once conflicts are resolved, Anvaya.AI synthesizes a polished, review-ready BRD using Google Gemini AI. Users can iteratively refine the document and export or persist it within the system.

The architecture consists of a React 19 + Vite + Tailwind frontend with a clean, step-by-step pipeline UI, and a robust Express + TypeScript backend powered by Prisma ORM and MongoDB. The platform supports secure authentication, role-based project management, file uploads, AI-driven analysis, and stateful pipeline tracking.

Anvaya.AI bridges the gap between fragmented stakeholder conversations and formal business documentation, reducing manual effort, improving requirement clarity, and enabling faster, more reliable decision-making in complex project environments.

 

This build was uploaded as a hackathon project

Hackathon

HackFest 2.0

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