requirement-extraction

Extract structured requirements by transforming raw intent into formal specifications with unique REQ-* identifiers, clear descriptions, measurable acceptance criteria, and business context. Link each requirement back to the original intent (INT-*) for complete traceability across your product development workflow.

Structured requirements must include unique REQ-* keys, functional and non-functional specifications, acceptance criteria, business context (problem, solution, value), user story alignment, assumptions, and out-of-scope items. This enforces consistency and traceability across SDLC documentation and user story analysis.

Formalize requirements extraction by capturing intent traceability, documenting assumptions and constraints, defining discrete functional and non-functional needs with measurable acceptance criteria, and maintaining unique REQ-* keys. This reduces ambiguity and creates accountability across product and development teams.

Yes. Requirement extraction handles both functional requirements (e.g., user login) and non-functional requirements (e.g., response time < 500ms), assigning unique REQ-* identifiers to each and capturing acceptance criteria, business context, and traceability to original intent.

User stories express high-level intent; extracted requirements formalize that intent into discrete, measurable specifications with unique REQ-* keys, acceptance criteria, business context, and traceability. This structured output enables clearer implementation guidance and verification across product and engineering teams.