AI Overlay for AIProctor and Proctor360 on Mac

AIProctor (and the related Proctor360 service) is a fully automated proctoring product: no live human, just ML scoring of a recorded session. It is popular with smaller institutions that want proctoring without paying for live agents.

AIProctor is unusual in being ML-only - there is no live proctor watching in real time. The recording is uploaded to AIProctor's cloud and processed by an in-house behavior model that scores eye movement, head pose, audio, and screen anomalies. Because the recording is the only artifact, the privacy flag we set on Mac is the entire defense surface; if the flag works (it does on macOS 14 and 15.0-15.3), the overlay is missing from every frame the ML ever sees.

AIProctor still tracks face presence via webcam. Leaving frame triggers a flag regardless of what is on screen. Stay in front of the camera as you would for any proctor.

It uses macOS APIs that abstract the architecture. The overlay also runs on both natively.

Per their docs, recordings are retained 5+ years. Whatever was missing at capture time is permanently missing from the archive.