AI Control Point
In Private Preview — AI Control Point is available to select customers. Contact us to learn more.
Overview
Nirmata AIControl is the enforcement layer for AI — governing how developers and agents access large language models across your organization. It sits between your developers and LLM providers, evaluating Kyverno CEL policies on every request before a token is consumed.
Where billing dashboards tell you what happened yesterday, AIControl governs what is allowed right now — who can call which model, how much they can spend, and who approved any exception.
What It Does
| Capability | Description |
|---|---|
| Identity-aware model access | Enforce which models each developer, team, or AD group can call — before the request reaches the provider |
| Session budget enforcement | Set spending limits per developer or team; degrade to a cheaper model or escalate to a manager when a budget is exhausted |
| Cost attribution | Tag every LLM call to a developer, team, and work item in real time |
| Audit trail | Full log of every request, policy decision, exception, and approval |
| Human-in-the-loop (HITL) workflows | Route budget exceptions to a manager for approval via Slack or other integrations |
| Multi-provider coverage | Govern Claude, Gemini, and OpenAI through a single policy layer via LiteLLM |
How It Fits In
AIControl uses the same Kyverno CEL policy language as the rest of the Nirmata platform — the policies your team already uses for Kubernetes admission control now govern your AI layer. Policies are version-controlled in Git and reviewed like any other infrastructure change.
It deploys alongside LiteLLM with zero code changes to developer workflows — one configuration change routes requests through the governance layer.
Part of the Nirmata Control Family
AIControl is one of several Policy Control Points in the Nirmata platform, all powered by the same Kyverno policy engine:
Kubernetes Control Point → Pipeline Control Point → Terraform Control Point → Cloud Control Point → AI Control Point
Get Access
AI Control Point is currently available in private preview for select customers.