How do you defend the integrity layer against AI-driven cheating?

Two-stage detection. Programmatic event signals are captured during the session. An agentic layer interprets them after to produce a question-level integrity report with evidence. The report supports reviewer judgment. It never auto-disqualifies. No webcams. No biometric capture. 59% of hiring managers now suspect AI-driven misrepresentation (Gartner). Workera was built for the new environment.