AI Governance for the Agentic Era

Govern every AI
identity, action,
decision.

Total visibility and control over AI agents and users. AI Control closes the governance gap — before your next audit, or your next incident.

policy.yaml
apiVersion: aicontrol.nirmata.io/v1
kind: AIPolicy
metadata:
  name: prod-agent-policy
spec:
  rules:
  # Require verified identity on all calls
  - name: require-oidc-identity
    validate:
      identity:
        require: oidc-jwt
  # Block PII and secrets from leaving
  - name: block-pii-egress
    validate:
      dlp:
        block: [PII, SECRETS, CREDIT_CARD]
  # Enforce per-session spend limit
  - name: session-budget
    validate:
      budget:
        perSession: $5.00
        action: terminate
<2µs Proxy overhead
<100ns Decision cache
50K/s Cache throughput
5K/s Full CEL eval
Proven with Kubernetes admission controls

The AI Governance Gap

As AI agents proliferate, three critical risks emerge that no existing tool addresses.

Identity Crisis

Users, agents, and tool calls lack proof of authorization. No cryptographic identity at the boundary. API keys are not identities.

"Is this API call from a developer, or a compromised agent?"

Data Leakage

PII data and secrets can flow to external tools unchecked. No session or tool call audit records. Okta verified the human; everything after is invisible.

"What did the agent actually do — and who approved it?"

Unknown Blast Radius

High costs, destructive tool use, executed without approvals. No session budgets. No circuit breakers. You find out when the bill arrives.

"Why did our spend double last month?"

Fast, sandboxed enforcement

The same battle-tested approach behind Kubernetes admission controls — now governing every AI agent call.

Agent / User
Authentication Identity
Mutation Rewrite & Defaults
Validation DLP & Content · Budget · Other
policy enforcement
LLM / MCP
<2µs
Proxy overhead
<100ns
Decision cache
50K/s
Cache throughput
5K/s
Full CEL eval

Built for the AI agent era

Everything you need to govern AI agents in production — from identity to audit to cost control.

Verified Identities

Validates OIDC JWTs for every call — not just at login. API keys are not identities. Cryptographic proof at the AI boundary.

Immutable Audit Trails

Every session and tool call recorded in a tamper-proof, exportable log. Know exactly who did what — and who approved it.

Cost Attribution & Budgets

Per-identity spend tracking with session budgets and circuit breakers. Stop runaway 5K sessions before they hit your invoice.

Real-time DLP

Scans for PII, secrets, and jailbreak attempts using Presidio and LlamaGuard before data reaches any external tool.

Human-in-the-Loop Gates

Define approval workflows for high-risk operations. No destructive or sensitive action executes without explicit authorization.

Egress Control

Blast radius scoring and egress controls limit what data and actions can leave your environment. Know your exposure.

Policy as Code

Kyverno CEL policies enforce allow/deny rules and rewrite model arguments. Auditable, versionable, GitOps-friendly.

Drop in. Govern Immediately.

AI Control enforces identity, policy, and audit wherever your AI stack already runs. No rip-and-replace required.

CC
Claude Code
standalone (proxy)
LL
LiteLLM
authz-provider / HTTP
OC
OpenClaw
authz-provider · plugin
AG
Agent Gateway
gRPC ext_authz
EG
Envoy AI Gateway
ext_authz HTTP/gRPC
BR
Bedrock AgentCore
Lambda interceptor

Flexible Deployment Options

Deploy where it makes sense for your architecture — shared proxy, sidecar, or service mesh authorization provider.

01

Standalone

A shared governance proxy routes all agent traffic through centralized policy enforcement. Simplest path to full coverage.

Easiest setup Shared proxy
03

AuthZ Provider

Integrates with Envoy/Istio as an external authorization provider via gRPC/HTTP. Fits your existing service mesh.

Envoy / Istio Service mesh
Early Access

Ready to govern your AI stack?

Join engineering teams securing their AI agents with AI Control.
Drop-in governance, no infrastructure changes required.

Request Early Access

Built by the team behind Kyverno — the Kubernetes policy engine trusted by thousands of production clusters.