CCAO-F: Claude Certified Associate — Foundations

A human–AI workflow must first define the tasks where Claude provides value and the points at which responsibility passes to a human. Those boundaries establish the workflow that can later be piloted, refined from pilot results, documented, and rolled out. Anthropic guidance likewise emphasizes keeping humans in the loop and defining organizational gates around agentic work.