README.md

metadata

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