Control what AI systems
are allowed to execute
AI systems cannot execute sensitive actions without authorization.
AI System
procurement-agent
Action
Award Vendor Contract
$45,000
Authorizing
Decision
ESCALATE
Manager approval required
The Problem
AI is already executing actions
Refunds, payments, deployments, data access — without authorization controls.
Uncontrolled
AI Agent
Refund
$847 customer refund
Award Vendor
$45,000 contract
Deploy
Production environment
Delete
1,247 customer records
Payment
$12,500 vendor payment
Most organizations cannot prove:
One unauthorized action. One audit finding. One production incident.
What It Looks Like
Authorization decisions
Every AI action is allowed, blocked, or escalated before execution.
After Deployment
What changes Monday morning
Four operational outcomes. Visible immediately.
Prevention
Your procurement agent cannot suddenly wire $100,000
Unauthorized actions never execute.
Approval
High-value decisions require a human to say yes
High-risk actions wait for approval.
Boundaries
Support bots stay in support. Procurement stays in procurement.
Each AI system stays within its approved role.
Accountability
When auditors ask who approved it, you'll have the answer
Every decision can be explained and defended.
Integration
One line of code
Integrate once. Every AI action is authorized from that point forward.
const decision = await xplain.authorize({
system: "procurement-agent",
action: "award_contract",
amount: 45000
})
// decision
// Manager approval required
XPLAIN is an authorization layer for AI systems.
One authorization layer for every AI system instead of rebuilding approval logic inside each application.
Decision Reconstruction
When they ask who approved it, you'll have the answer
When auditors, regulators, investigators, or leadership ask what happened, you'll have the answer.
Action Request
Vendor Award
$45,000
AI System
procurement-agent
Policy
Vendor Award Policy v2.4
Reason
Manager approval required
Decision
ESCALATE
Waiting for manager approval
Evidence
Immutable record created
Timestamp
May 29, 2026 at 12:47:03 UTC