Canary Deploys for AI Workflows

Canary deploys are standard for microservices and surprisingly rare for AI workflows. The patterns transfer cleanly and the risk reduction is substantial.

Why it matters

A canary AI deploy routes a small percentage of traffic to the new version, monitors quality and cost metrics, and either promotes or rolls back automatically.

How Bhogar AI approaches it

Bhogar AI ships canary as a built-in deploy strategy for workflows, agents, prompts and models. Canary thresholds are configurable; rollback is one click.

• Canary deploy strategy built-in
• Configurable promotion thresholds
• Auto-rollback on metric regression
• Per-canary dashboards
• Compatible with shadow traffic

What you get

AI changes ship with the same confidence as microservice changes - and roll back as quickly when something goes wrong.