Requirements AI
Clarify what must be decided — before execution.
Requirements AI turns vague ideas, stakeholder requests, and scattered constraints into a clear requirements structure.
It focuses on decision points, assumptions, and missing information — not implementation.
Works best in early phases: scope, constraints, and alignment.
Outcomes
Less ambiguity, less rework
Make assumptions explicit before they become expensive mistakes.
Shared understanding
Align stakeholders on scope and constraints without endless back-and-forth.
Best for
- Early-stage requirement clarification
- Aligning stakeholders on scope and constraints
- Identifying missing information and open questions
- Preventing rework caused by ambiguous requirements
What it intentionally does NOT do
- Write final specifications or implementation-ready documents
- Replace design decisions or engineering judgment
- Force conclusions when information is missing
Its job is clarity, not execution.
Before → After
Before
“Let’s start building and fix requirements later.”
After
“We know what must be decided, what must be true, and what’s missing.”