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How It Works

Five steps from raw input to published specification. AI handles the heavy lifting; humans ensure accuracy at every critical checkpoint.

  1. 1

    Define Requirements

    Start from conversations, meeting transcripts, existing docs, or a blank canvas. SpecNavi ingests unstructured input and extracts key requirements automatically.

  2. 2

    AI Generation

    16 specialized agents work in parallel to research, draft, and structure your specification. Each section is generated with citations and confidence scores.

  3. 3

    Review & Verify

    Human-in-the-Loop

    Human experts review AI-generated content with built-in confidence scoring. Every claim is checked, every citation verified. Approve, flag, or request revisions.

    Every specification passes through human verification before publication. No AI-generated content ships without expert approval — this is the trust guarantee.

  4. 4

    Iterate

    Push flagged sections back through the generation pipeline with your feedback. SpecNavi learns from corrections to improve future outputs.

  5. 5

    Publish

    Release versioned specifications with full audit trails. Export to your preferred tools, share with stakeholders, and track adoption.

Human-in-the-Loop

Trust is not optional

SpecNavi never publishes AI-generated content without human verification. The Review & Verify step is the cornerstone of our platform — every claim is checked, every citation is validated, and every specification carries a confidence score. This is how product teams build requirements they can actually trust.

Ready to see it in action?

Start your free trial and run your first specification through the full pipeline — from intake to verified output.