AI-enabled Surgery Voice-of-Performance (VoP) feedback uses advanced analytics to evaluate surgical performance based on data such as operative video, instrument use, and procedural metrics. AI systems provide objective, timely feedback on technique, efficiency, and adherence to best practices, helping surgeons and trainees identify strengths and areas for improvement. This data-driven approach supports continuous skill development, standardization, and improved patient safety in surgical education.