AI Agent Governance

The Control Plane for AI Agents

AIControl intercepts every agent tool call, enforces your policies, and writes an immutable audit trail — before anything executes. Works with any framework. No re-platforming required.

Self-hosted · Your data never leaves your environment · Any framework

The Problem

Your agents are taking actions. Can you prove they were authorized?

No enforcement layer

Agents call APIs, write files, and trigger workflows without any governance checkpoint. You find out what happened after the fact — if you find out at all.

No audit evidence

When a regulator, auditor, or board asks what your agents did last quarter, you have nothing to show them. Logs tell you what happened. They don't prove what was authorized.

No human escalation path

When an agent tries something ambiguous, there's no mechanism to pause, escalate to a human, and resume only after approval.

How It Works

One endpoint. Universal governance.

01

Intercept

Agents send every tool call to AIControl before executing. One API endpoint. Works with LangChain, CrewAI, AutoGen, or any MCP-compatible agent.

02

Evaluate

AIControl evaluates against your policies using Open Policy Agent. Sub-10ms latency. Allow, deny, or escalate to human review.

03

Log

Every decision written to an immutable audit trail — tool name, parameters, policy matched, decision reason, timestamp.

allow
{
  "decision": "allow",
  "reason": "default_allow",
  "audit_event_id": "a3f2...",
  "duration_ms": 7
}
deny
{
  "decision": "deny",
  "reason": "tool_blacklisted",
  "audit_event_id": "b7e1...",
  "duration_ms": 6
}
review
{
  "decision": "review",
  "reason": "requires_human_review",
  "review_id": "f2a8...",
  "duration_ms": 8
}
Platform

Everything you need to govern agents at enterprise scale.

Policy Engine

Powered by Open Policy Agent — the CNCF standard used by Kubernetes and Terraform. Update policies in milliseconds without a deployment.

Universal Intercept

Framework-agnostic MCP proxy. LangChain, CrewAI, AutoGen, custom agents — all governed by the same policy engine.

Immutable Audit Trail

Every intercept produces an audit event regardless of decision. Append-only store. Export for SOC 2, EU AI Act, and internal governance reports.

Human-in-the-Loop

Ambiguous tool calls pause and route to your compliance team via Slack with approve/deny buttons. Every decision recorded with reviewer identity and timestamp.

Agent Registry

Register, approve, and manage every AI agent in your environment. Track tool allowlists, ownership, model version, and lifecycle status.

Self-Hosted

Docker Compose. Runs in your cloud or on-premises. Your audit data never leaves your environment. Up and running in 30 minutes.

Architecture

Governance in the critical path

LangChain agentCrewAI agentCustom agentPOST /intercept · Authorization: Bearer tokenAIControl APIFastAPI · port 8000JWT authLoad policiesOPA evaluateAudit writeHITL?PostgreSQLaudit storeOPApolicy engine · :8181SlackHITL reviewsDashboardStreamlit · :8501allowdenyreviewhuman approval callback
Pricing

Simple, transparent pricing

All plans include full platform access. Billed annually.

Starter

$2,000/mo

Billed annually · $24,000/year

Up to 10 agents · $200/agent/mo


  • Full policy engine (OPA)
  • Immutable audit trail
  • Slack HITL review flow
  • Agent registry
  • Self-hosted Docker Compose
  • Email support
Get Started
Most Popular

Business

$5,000/mo

Billed annually · $60,000/year

Up to 50 agents · $100/agent/mo


  • Everything in Starter
  • Compliance report export
  • Priority support
  • Onboarding assistance
  • Policy library access
Request a Demo

Enterprise

Custom

Unlimited agents

Volume pricing available


  • Everything in Business
  • Custom policy development
  • Dedicated support + SLA
  • Custom compliance integrations
  • Security review documentation
  • Volume discounts
Contact Us

Ready to govern your agents?

See AIControl intercept real tool calls, enforce policies, and produce a compliance audit trail — in a 30-minute demo.