CCAR-P: Claude Certified Architect — Professional

A candidate model should be selected using the workload’s defined requirements—required output quality, latency tolerance, and expected volume—together with known model capabilities. A representative evaluation is performed after those criteria and an initial candidate are established. Selecting the lightest model that passes the evaluation, retesting new versions, and obtaining rollout approval are subsequent activities.