---
title: AgenticBA
emoji: 📄
colorFrom: blue
colorTo: green
sdk: gradio
app_file: app.py
pinned: false
---

# Agentic BA

Agentic BA is a public portfolio project that transforms messy stakeholder notes into:
- a structured Business Requirements Document (BRD)
- BDD-style user stories
- a clear before-vs-after business documentation view

## Live Demo
Try the app here: [Add your Hugging Face Space link here]

## The Problem
Business Analysts often work with raw stakeholder conversations, rough notes, and incomplete requirements. Converting that messy input into a clean BRD and well-structured user stories takes time and can become inconsistent.

## The Solution
Agentic BA demonstrates how workflow automation can support the BA lifecycle. A user pastes raw notes into the app, and the system converts them into:
- a formal BRD structure
- business-friendly requirement sections
- BDD-style user stories
- a recruiter-friendly before-vs-after transformation

## Why This Project Matters
This project shows:
- understanding of the BA lifecycle
- ability to structure unclear business input
- practical product thinking
- AI-inspired automation mindset
- portfolio-ready problem solving

## Features
- Paste messy stakeholder notes into a clean web interface
- Generate a structured BRD instantly
- Create BDD-style user stories
- Show a before-vs-after transformation
- Run publicly on a free hosted platform

## Tech Stack
- Python
- Gradio
- Hugging Face Spaces

## Example Use Cases
- Checkout flow improvement
- Patient registration process redesign
- Login and onboarding simplification
- Dashboard requirement drafting

## Recruiter Takeaway
Agentic BA is a strong example of using automation and structured thinking to solve a real BA problem: turning unstructured business input into usable project documentation.

## Future Improvements
- Add AI-powered dynamic generation
- Export BRD and stories as downloadable files
- Add requirement prioritization
- Add stakeholder persona mapping
- Add traceability from notes to requirements