Production AI

Definitions

1. AI systems that are running in real production environments and serving meaningful workloads rather than being confined to demos or prototypes. Production AI requires stronger controls for monitoring, reliability, cost, and governance.

   In plain English: AI that is deployed and used in real production settings.

   Example: "The prototype looked impressive, but moving to production AI required audit logs, rollback plans, and quality monitoring."

Related Terms

• AI Cost
• AI Deploy
• AI Monitor
• AI Ops
• AI Scale
• AI Version
• Prompt Management
• Scale AI