Build AI governance into your product.

Every governance action available in the dashboard is reachable via REST. Connect through webhooks, GitHub Actions, MCP, or A2A. Detailed API and protocol references below.

Wire KoraSafe into your stack.

Architecture you can build on.

Every governance action is reachable via API

KoraSafe operates as a headless governance layer. Every action available in the dashboard is exposed as a REST endpoint: registering AI systems, triggering assessments, reviewing findings, authoring policies, exporting audit packages. The dashboard and the API share the same data model. Nothing is UI-only.

Connect over REST with full HMAC-signed webhook callbacks for governance events. Run MCP to expose governance tools directly to AI agents: query findings, retrieve control status, and submit evidence without leaving the agent context. Use A2A to orchestrate KoraSafe agents from external agent networks and orchestrators. Wire GitHub Actions to gate pre-launch checks in CI before any AI system ships to production.