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README.md
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# Agentic BA
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Agentic BA is a
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- a structured BRD
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- BDD-style user stories
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- a clear before-vs-after
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##
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##
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- BDD-style user stories
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# Agentic BA
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Agentic BA is a public portfolio project that transforms messy stakeholder notes into:
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- a structured Business Requirements Document (BRD)
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- BDD-style user stories
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- a clear before-vs-after business documentation view
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## Live Demo
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Try the app here: [Add your Hugging Face Space link here]
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## The Problem
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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.
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## The Solution
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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:
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- a formal BRD structure
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- business-friendly requirement sections
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- BDD-style user stories
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- a recruiter-friendly before-vs-after transformation
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## Why This Project Matters
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This project shows:
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- understanding of the BA lifecycle
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- ability to structure unclear business input
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- practical product thinking
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- AI-inspired automation mindset
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- portfolio-ready problem solving
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## Features
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- Paste messy stakeholder notes into a clean web interface
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- Generate a structured BRD instantly
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- Create BDD-style user stories
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- Show a before-vs-after transformation
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- Run publicly on a free hosted platform
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## Tech Stack
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- Python
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- Gradio
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- Hugging Face Spaces
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## Example Use Cases
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- Checkout flow improvement
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- Patient registration process redesign
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- Login and onboarding simplification
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- Dashboard requirement drafting
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## Recruiter Takeaway
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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.
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## Future Improvements
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- Add AI-powered dynamic generation
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- Export BRD and stories as downloadable files
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- Add requirement prioritization
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- Add stakeholder persona mapping
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- Add traceability from notes to requirements
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