Engineers use AI tools (Copilot, Cursor, ChatGPT) to draft docs quickly, but the results often lack usability. When documenting an API endpoint, AI may produce polished paragraphs yet miss structured references: parameter tables, request/response examples, error codes, and authentication details in the required format. Generic AI tools describe code instead of delivering the precise documentation developers need.