Operational Control Plane for AI
Simple, intuitive controls for managing trust in production.

Building Trust. Simple Questions. Scattered Answers.
You've built this before. Now for AI.
| Today | with MACAW | |
|---|---|---|
| WHO | IAM → logs → identity tools → manual correlation | Agent Registry |
| WHAT | SIEM → filter → correlate → export | Activity Graph |
| WHEN | timestamps → systems → instrument → correlate | Audit Trail |
| WHY | RBAC → IDP → policy → rule configs | Policy Store |
| HOW | tickets → logs → recreate manually | Attestations |
One system. Accelerate AI. Trust by design.
Operational Controls—Simplified
Deliberately designed, by practitioners.
Activity Graph
See your entire AI mesh live. Agents, tools, invocations—click any node for details. Real-time topology, not log aggregation.
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Identity Bridge
Connect Okta, Azure AD, Keycloak, Auth0. JWT claims auto-map to policy attributes. Switch IDPs without code changes.
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Policy Assistant
Describe rules in plain English. No Rego. No XACML. Policy Assistant generates valid MAPL and explains any policy back.
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Attestations
Cryptographic proof for every approval. Human-in-the-loop decisions with tamper-evident audit trail.
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Agentic Traces
Five trace types for complete lineage. Follow any request from prompt to tool to response. Debug in minutes, not hours.
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Under the Hood
The building blocks.