Give your agents the business and security policies they must follow before touching your enterprise systems.
AIControl gives security and IT teams control over what every AI agent is allowed to do. Approve what's safe, route what's unclear to a human reviewer, and block what breaks policy, with a permanent record for every decision.
“Policy enforced as code, rather than written down and hoped for.”
Agent authorization has to be real-time and boundary-constrained — their own example: an agent permitted to spend up to $300 on kitchenware, and nothing else.
40% of enterprises are expected to demote or decommission autonomous AI agents by 2027, after governance gaps surface post-incident.
This is already happening inside real companies.
Findings from surveys and interviews with IT and security teams in 2026.
65% of enterprises had an AI agent incident in the last year.
Surveyed 418 IT and security leaders. 61% involved exposed data, 43% disrupted operations, and 35% caused financial loss.
Most agents run without anyone watching them.
82% of executives trust their existing policies. Only 47% of their agents are actually monitored or secured.
It can send money to the wrong person.
Miguel Fornes, Information Security Manager at Surfshark, on what changes when an agent acts instead of just replying.
AIControl reviews every action before it happens, allows or denies or escalates it, and logs the decision.
One check, before every action.
Intercept
Every tool call your agents make reaches AIControl before it executes.
Evaluate
The policy engine evaluates it and returns allow, deny, or review.
Log
Every decision is written to an audit trail you can hand to compliance.
Deterministic Policy Engine
Every decision is deterministic — same input, same output, every time. No LLM judgment calls.
Natural-Language Authoring
Business and IT describe a policy in plain English, and a human reviews it before it goes live.
Human-in-the-Loop
Unclear calls pause and route to a named reviewer over Slack.
Immutable Audit Trail
Every decision is recorded permanently for SOC 2, GLBA, and HIPAA evidence.
Self-Hosted
Runs in your own cloud or on-premises. Your data never leaves your environment.
What one rule can express.
| Rule type | Use case | Industry | Business risk | Compliance risk | Framework |
|---|---|---|---|---|---|
| Tool blockingshipped default | Deny execute_code, drop_table, shell_exec, rm_rf regardless of which agent calls them | Cross-industry | Irreversible system damage from one bad tool call | Uncontrolled, unlogged privileged operation | SOC 2 |
| Outbound containmentshipped default | Block unapproved outbound HTTP/webhook calls; route external-API calls to review | Cross-industry | Unauthorized data leaving the enterprise perimeter via an agent call | Uncontrolled third-party data transfer | SOC 2 / ISO 27001 |
| Numeric-threshold approval routing | Route a claims payment release over $50,000 to a named reviewer instead of auto-executing | Insurance | One agent error authorizing a large payout with no human check | Unauthorized financial disbursement | SOC 2 |
| Parameter-scoped least privilege | Restrict a care-coordinator agent's patient lookups to its assigned cohort only | Healthcare | Agent surfaces patient data outside its assigned scope | PHI accessed outside an authorized care relationship | HIPAA / SOC 2 |
| Bulk-query / mass-extraction prevention | Deny a credit-bureau query the moment applicant_id is a wildcard | Lending | Bulk extraction of applicant credit files in one call | Mass unauthorized access to regulated financial data | GLBA / OCC / SOC 2 |
| Per-agent tool allowlisting | An agent can only call tools explicitly assigned to it, enforced before any policy loads | Cross-industry | Tool-scope creep as integrations are added over time | Unauthorized-capability exposure | — (mechanism, no framework tag) |
Tool blocking and outbound containment policies are available by default. Write the equivalent rule for your own tools, thresholds, industry, your business and use cases.
Watch a business agent get stopped before it acts.
We'll intercept a real tool call live, block or escalate it against your policy, and write the audit record, in a 30-minute demo.