Automated checks across collection, scoring and results that flag candidates trying to game the system.
Each result shows what was detected, how often and for how long, and how much it changed the score. A recruiter can remove a flag they judge harmless.
Video analysis spots reading from screen, multiple faces and identity drift.
Audio analysis catches second voices, AI-generated speech and voice mismatch.
Detect tactics in the conversation flow that suggest external help or duplicate identity.
Connection and device signals reveal location obfuscation and unusual sessions.
Candidates increasingly use AI to game interviews. Enable risk assessment and suspicious conversation, audio and video signals are flagged on the result screen, with thresholds per role.
What the AI flags, with each signal linked to evidence in the session.
| Signal | Category | What it detects |
|---|---|---|
| Reading from screen | Video | Eye-movement analysis flags reading prepared text instead of speaking naturally. |
| Multiple faces | Video | More than one person visible in the candidate's camera frame. |
| Candidate not visible | Video | The candidate leaves the camera frame or their face cannot be seen. |
| Camera turned off | Video | The camera was switched off or never started during a video interview. |
| Face mismatch | Video / KYC | The interview face does not match the candidate verified during KYC. |
| Multiple voices | Audio | More than one voice detected in the candidate's microphone stream. |
| Voice fingerprint mismatch | Audio | Candidate voice does not match the enrolled biometric fingerprint. |
| Stall tactics | Conversation | Candidate stalls or asks unrelated questions to buy time during answers. |
| Asking for help | Conversation | Candidate appears to direct questions or signals to a third party in the room. |
| Asking for repetition | Conversation | The candidate keeps asking for questions to be repeated to gain time. |
| Multiple profiles | Conversation | Same person applies multiple times under different identities. |
| Left the interview tab | Session | The candidate switched to another tab or window. Each switch and the total time away are recorded. |
| VPN connection | Session | Connection routed through a VPN that may hide the candidate's true location. |
| Tor / anonymized network | Session | Connection routed through Tor or similar anonymizing proxies. |
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