Canary Deployment
A deployment strategy where new AI governance controls are rolled out to a small percentage of traffic before full deployment.
Definition
A deployment strategy where new AI governance controls are rolled out to a small percentage of traffic before full deployment.
Why It Matters for AI Governance
Canary deployments reduce the risk of governance changes disrupting production. New PII detection rules or policy packs can be tested on 5-10% of traffic, with automatic rollback if error rates spike.
How CrewCheck Handles This
CrewCheck's LLM gateway applies canary deployment-related controls at the request boundary. Every AI call passes through detection, policy evaluation, and audit logging — ensuring that canary deployment is addressed consistently across all teams and providers.
The governance dashboard provides real-time visibility into canary deployment events, with drill-down capabilities for compliance officers and exportable evidence for auditors.