Sherlock AI

Sherlock AI is an interview proctoring and fraud intelligence agent built for remote and video based hiring. It integrates directly with Zoom, Google Meet, and Microsoft Teams to monitor live interviews and flag suspicious activity as it happens, including AI assisted answering, deepfake video or audio, and proxy or impersonated candidates.

Under the hood, Sherlock applies a multimodal adversarial machine learning approach, combining signals from device activity, audio environments, and candidate behavior into a single classifier. Rather than relying on static rule based triggers, it models the difference between natural and adversarial interaction patterns. The system is continuously retrained on adversarially enriched datasets, which has pushed detection accuracy from roughly 85% to over 97%.