Canary Deployment

A release strategy where a new version of an AI model is rolled out to a small subset of users first, before being gradually expanded to everyone. Like the canary in a coal mine, this approach gives early warning of problems before they affect the full user base.
See also: Model Deployment, A/B Testing.