Use casesAI platform governance
Solution brief 05 · Governance · Provenance
Identity-Based Model Access and Usage Governance
For CIO, AI platform, IT, FinOps
The problem
- Shared API keys hide which person or team made a request.
- Companies need different models and limits for the company, each team and each person.
What MACAW does
- Resolves company, team and personal policies into one.
- Allows Alice’s Haiku request.
- Denies her Opus request, and a request over her 500-token cap, with the reason recorded.
What’s different
- Policy by identity, not by who holds the key.
- Policies compose across company, team and person.
- Every allow and deny recorded with its reason.
Policy and deployment
- Policy
- Alice’s team may use a short list of models, up to 500 tokens a request.
- Deploy
- The SecureAI adapters or the macawClient SDK in your app, with policy in the MACAW control plane.