Conversational Brief Generator
An AI that turns a rough idea into a developer-ready spec through structured conversation — in under 2 minutes.
The gap between a product idea and an actionable developer brief is where velocity dies. Product managers write vague tickets. Developers ask clarifying questions. Days pass. The brief gets rewritten. Meanwhile, the original insight has gone cold.
Instead of trying to auto-generate specs from nothing, we built an AI that conducts a structured conversation — asking the right questions in the right order to extract requirements, constraints, and edge cases. The output is a complete brief, not a draft.
How it works
Conversational extraction
The AI guides the user through a structured dialogue, starting with the core intent and progressively drilling into scope, constraints, edge cases, and acceptance criteria. It asks questions a good product manager would ask.
Brief generation
From the conversation, the system generates a complete developer-ready brief: user story, acceptance criteria, technical constraints, edge cases, and suggested implementation approach. Ready to drop into a ticket.
Iteration and refinement
Users can refine any section through follow-up conversation. The AI preserves context from the original discussion, so refinements build on what was already established rather than starting over.
Results
- Under 2 minutes from idea to complete brief
- Consistent brief quality regardless of who writes it
- Edge cases and acceptance criteria surfaced automatically
Tech stack
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15 minutes. No sales pitch. We look at your business and tell you honestly where AI helps — and where it does not.
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