Releases with evidence
AI Releases
Turn a production AI configuration into one canonical, immutable, and fingerprinted release unit. Behavior Contracts are the first Governed Artifact type, composing pinned model, prompt, policy, tool, evaluation, dataset, and runtime references into an auditable specification.
Capabilities
- Canonical YAML/JSON authoring in Studio, Git, and REST
- Immutable versions, fingerprints, and tenant-scoped object storage
- Live validation, pinned-reference review, and governance preview
- Fingerprint-bound Impact Analyzer plans and replay simulation evidence
- Explicit approval and read-only runtime resolution
Business value
- Make AI behavior changes reviewable as one release unit
- Prevent a simulation or approval from being reused for a changed configuration
- Give architects a reusable framework for future governed artifact types
- Keep runtime deployment and CI/CD ownership outside the control plane
Supported integrations
Works with your existing AI estate.
Kavach StudioImpact AnalyzerSeaweedFS / S3REST APIsGitOps
Implementation guide
From canonical source to approved AI release.
Read the full AI Releases walkthrough for Studio authoring, immutable SeaweedFS/S3 storage, fingerprint-bound impact evidence, approval, and runtime resolution.
Read the AI Releases guideKavach Enterprise builds on the same open APIs and integration surfaces as Kavach OSS.
Compare Kavach OSS and Enterprise