Your company has rules. Now AI follows them.

Ctrl AI turns your policies, procedures, and compliance rules into enforceable AI Controls. Every answer traces back to the rule, the source document, and the expert who signed off.

From documents to enforced AI Controls in 30 minutes. No prompt engineering. No fine-tuning. No code.

Everyone is deploying AI. Nobody is controlling it.

Your team uses AI every day. But the AI doesn't know your rules — it answers from general knowledge, makes things up about your own policies, and nobody can explain how it reached a conclusion.

The problem isn't AI capability. AI is already incredibly capable. The problem is AI governance — there's no framework to enforce your company's rules, trace decisions back to sources, or prove that AI followed your actual procedures.

You don't need smarter AI. You need AI you can control.

Controls: your company rules, enforced by AI.

A Control is a structured, enforceable instruction built from your company documents. Not a document chunk stuffed into a prompt. A compiled rule with typed inputs, outputs, deterministic scripts, source traceability, and expert sign-off.

What ChatGPT sees

“Our expense policy states that business travel requires pre-approval for trips exceeding $500. Receipts must be submitted within 14 days...”

A wall of text. The AI does its best. No guarantees.

What RAG retrieves

Source: Employee Handbook v3.1
Page: 42
“...requires pre-approval for trips exceeding $500. Receipts must be submitted within 14 days of...”

A chunk with a source link. Better, but still no enforcement.

What Ctrl AI enforces

Control: expense-reimbursement
Status: ✓ Signed off
Rule: Pre-approval if amount > $500
Input: trip_cost (currency)
Output: requires_approval (boolean)
Script: check_threshold.py
Source: Handbook v3.1 §4.2
Signed off: Jane Smith (Mar 2026)

Structured rule. Typed I/O. Deterministic script. Expert sign-off. Not a suggestion — an enforceable constraint.

From documents to enforced AI Controls in 30 minutes.

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Upload

Policies, procedures, handbooks, compliance rules — anything your team needs to follow. Drop them in and our Control Builder reads every page.

PDFDOCXTXT
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Controls built

The Control Builder produces enforceable rules — not summaries, not chunks. Typed inputs and outputs, deterministic scripts, source traceability to the exact page.

control: expense-policy
source: Handbook v3.1 §4.2
status: pending sign-off
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Procedures

Controls compose into Procedures — complete processes with enforced steps, typed handoffs, and decision gates that pause for human approval.

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AI within Controls

Ask a question. The answer runs through your Controls. Every claim tagged. Every decision traceable. No unsupervised AI. No confident wrong answers.

dti_ratio: 28.2%· verified
risk: medium· policy-enforced

Every AI answer shows its enforcement level.

Not all AI answers are equal. Ctrl AI tags every claim so your team — and your auditors — can see exactly what's enforced, what's guided, and what's pure AI.

Verified
DTI Ratio: 42.5%
● check_threshold.py

Computed by a deterministic script from a signed-off Control. Same inputs, same answer, every time.

Policy-enforced
“DTI 36-43%: Elevated risk, requires compensating factors”

AI followed a signed-off Control's rules step by step. Expert-reviewed logic applied correctly.

Synthesized
International travel may require additional documentation.
◎ Pending sign-off

AI used your knowledge, but this Control hasn't been signed off yet. Treat as guidance, not policy.

AI-generated
Many companies recommend preferred vendor programs.
○ No Control coverage

Pure AI. No Control coverage. Explicitly marked so you know where your rules end and AI begins.

Typical response composition

60% verified25% policy10% synthesized5% AI

From growing teams to regulated enterprises.

50–500 people

Your team uses AI every day. Make sure it follows your rules.

Your team adopted ChatGPT or Claude — but every department gets the same generic AI that doesn't know your policies. Ctrl AI builds Controls from your documents so AI enforces your actual rules. Upload your docs, get controlled AI in 30 minutes.

Start free trial →

Regulated industries

AI decisions your auditors can trace. Every claim, every source, every sign-off.

Your auditors want to know how AI makes decisions. Ctrl AI gives every AI answer a trust level, a reasoning trace, and full accountability — which Control was used, which data was accessed, which expert signed off the rule.

EU AI ActSOC 2HIPAABasel IIISOX
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Enterprise

Regulatory-grade AI governance.

EU AI Act. SOX. Basel III. Your regulators require explainable, auditable AI decisions. Ctrl AI provides enforceable Controls with deterministic scripts, domain-scoped access, full reasoning traces, and per-claim traceability.

Contact sales →

See AI Controls in action.

Each demo shows Ctrl AI enforcing verified Controls with real industry rules — trust-tagged responses, deterministic calculations, and full reasoning traces.

Financial Services

Credit Risk Assessment — Watch Ctrl AI enforce DTI thresholds, classify risk, and apply Basel III rules. Every calculation deterministic. Every classification traceable.

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Legal

Contract Risk Assessment — See Controls evaluate clause liability, enforce jurisdiction rules, and produce structured risk reports. Every claim linked to the rule that produced it.

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Healthcare

Drug Interaction Screening — Verified enzyme pathway lookups, deterministic severity scoring, and gated monitoring protocols. Every output traceable to the clinical rule.

Try the demo →

Skills make AI capable. Controls make AI governable.

The AI industry sells capability — more tools, more autonomy, more agency. Ctrl AI sells control — enforceable rules, traceable decisions, accountable AI. That's not a feature. That's a different philosophy.

Generic AIDocument Search / RAGAgent PlatformsCtrl AI
PhilosophyCapabilityContextAutonomyControl
What you getSmart assistantDocument-aware chatAutonomous actorsGoverned AI within your rules
Follows your proceduresIf you engineer it
Deterministic calculationsRarely
Per-claim trust levels
Reasoning traceLimited
Expert sign-off on rules
Compliance-ready

Simple pricing. Your first Controls in 30 minutes.

14-day free trial on all plans. No credit card required.

Starter

$399/mo

AI Controls for your team.

  • Up to 10 users
  • 3 domains (departments)
  • 100 Controls
  • Automatic Control building from documents
  • Trust-tagged responses
  • Basic reasoning traces
  • 2 data connectors
  • Email support
Start free trial →
Most Popular

Professional

$1,999/mo

Full Control framework for your organization.

  • Up to 50 users
  • Unlimited domains and Controls
  • Procedures (compose Controls into processes)
  • Sign-off workflows with reviewer assignments
  • Complete reasoning traces with export
  • Unlimited data connectors
  • API access
  • Priority support
Start free trial →

Enterprise

Custom

Regulatory-grade AI governance.

  • Unlimited users
  • SSO / SAML authentication
  • On-premise or VPC deployment
  • Domain-level access control
  • Compliance mapping (EU AI Act, SOX, HIPAA)
  • Custom data connector development
  • SLA with guaranteed uptime
  • Dedicated account manager
Contact sales →

Annual plans save 20%. All plans include AES-256-GCM encryption at rest.

Frequently asked questions

Your company has rules. Your AI should follow them.

Upload your first document and see AI Controls in action — in 30 minutes.

14-day free trial. No credit card required.