Let’s be honest. The promise of AI for automating therapy notes is incredible—until you’re staring at a generic draft that lacks your clinical voice and critical details. The real power isn't in the generation; it's in the disciplined review. The Principle: Clinician-in-the-Loop Editing AI is a powerful drafting assistant, but you are the final author. The core principle is structured, color-coded review . This transforms a passive read-through into an active editing protocol that ensures clinical accuracy, compliance, and personalization in minutes. Think of the AI output as a first draft in need of your expert lens. Your role is to audit, enhance, and own the final document. Your Tool: The Color-Coded Audit Implement a simple visual system using your word processor's highlight tool. This creates a rapid workflow: Green: Text that is accurate and ready to sign. Red: Text that must be deleted or rewritten due to clinical inaccuracy or generic jargon.…