PRODUCTIONAI CENTER OF EXCELLENCE

AI change management

Model, prompt, retrieval, tool and policy changes are versioned, evaluated and rolled out with rollback paths.

WHY IT MATTERS

Changing a prompt or model can materially alter production behavior without changing application code.

ENTERPRISE EXAMPLE

A model upgrade runs through canary traffic and regression evals before broad rollout.

DECISION TO MAKE

Which AI artifacts are treated as production configuration?

REMEMBERPrompts and model choices are deployable artifacts.
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