Policy Control

AI Policy Gates

AI policy gates are deterministic checks and approval rules that decide whether an AI workflow can answer, act, escalate, or stop.

What a gate checks

A policy gate can check user role, data sensitivity, output type, confidence, tool risk, budget, and approval requirements.

User role
Data class
Action type
Confidence level

Rules before models

Where a requirement is known, encode it as a rule. Use AI for interpretation, extraction, drafting, and ambiguous review.

Deterministic rules
Risk scoring
Exception routing
Human approval

Make gates visible

Users should understand why an action was blocked, escalated, or approved.

Decision reason
Reviewer note
Trace log
Policy version

Related reading

Continue through the connected solution pages, case studies, and planning references.

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