The promise of AI for automating therapy notes is immense, freeing us from clerical burdens. But a raw AI draft isn't a finished clinical document. The real efficiency comes from a structured, expert review process. This is your critical safeguard. The "Green, Yellow, Red" Framework for AI Note Review The core principle is to move from passive reader to active editor using a simple triage system. Treat the AI draft as a foundational template that requires your clinical lens. Your goal isn't to write from scratch, but to efficiently elevate the draft to a standard of care. Green text is accurate, specific, and ready to sign. This might include correctly stated goals or accurate client demographics. Yellow text is generic or needs enhancement. For example, an AI might generate, "He was engaged." Flag this. Red text is clinically inaccurate, contains misplaced data, or uses non-compliant jargon and must be rewritten or deleted.…