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Devernance

How it works

A clear path from code to an evidence-backed release.

Turn complex regulatory requirements into a practical, evidence-based engineering process. Five signals, one decision.

  1. 1

    Register

    Add your AI system and its intended use.

  2. 2

    Assess

    Determine risk and applicable obligations against a pinned corpus.

  3. 3

    Provide evidence

    Upload and link the documents each control needs.

  4. 4

    Evaluate

    Connect your eval results and thresholds.

  5. 5

    Monitor data contracts

    Detect schema and distribution drift.

  6. 6

    Approve

    Complete human sign-off workflows.

  7. 7

    Release

    Get a clear decision: PASS, REVIEW or BLOCKED.

AI System

Claims Triage AI

Risk

High

Evidence

5/5

Evaluations

0.92

Data contract

Healthy

Approvals

3/3

Ready for release

PASS

Illustrative example with sample data.

.github/workflows/ai-release-gate.yml

name: AI release gateon: [push, pull_request]permissions:  contents: readjobs:  gate:    runs-on: ubuntu-latest    steps:      - uses: SVamseekar/devernance-release-gate@v1        with:          api-key: ${{ secrets.ASSURANCE_API_KEY }}          system-id: ${{ vars.ASSURANCE_SYSTEM_ID }}          api-url: ${{ vars.ASSURANCE_URL }}
All mandatory controls satisfied

Decisions

Three outcomes, each with its reasons.

Every decision lists the controls behind it, so the next step is obvious.

  • PASS

    Exit code 0

    Cited evidence, the eval, and contracts clear the bar, and no in-force WARNING, APPROVAL_REQUIRED, or BLOCKING control holds the release. The sealed pack can be exported.

  • REVIEW

    Exit code 2

    An in-force WARNING on an otherwise clear gate, or an unsigned APPROVAL_REQUIRED control, holds the release for a person. Owner, compliance, or legal still have to act.

  • BLOCKED

    Exit code 1

    A hard stop: an in-force BLOCKING control, an open contract BREACH, a prohibited class, or missing high-risk oversight. A missing approval timestamp stays inconclusive. The scan does not invent the field.

Before AI ships, prove it is ready.

Free plan, no card. Gate your first AI system in CI today, or explore the live demo workspace.

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