The CCAO-F does not test what Claude can do. It tests what you do next. Every question is a small workplace decision. Someone hands you an output, or a deadline, or a customer spreadsheet, and the exam asks which move you make. There are four moves. Verify a claim against its source. Match the tool or the model to the task. Gate the data before it moves. Escalate when the call is not yours. That pattern comes out of Anthropic’s own published sample questions, and once you can see it, the answer options stop looking equally reasonable.
The course follows one person through one work week. Maya runs marketing ops. Her manager wants speed. Compliance wants a signature before anything goes out. Every objective in the blueprint turns up as something she has to decide before lunch. Concepts get named after you have watched them happen, not before, because the exam is written entirely in scenarios and the teaching should match.
