Zero Assist vs Talview
Talview is a broad, established proctoring and assessment platform. Zero Assist does one thing — detect AI cheating tools at the OS level in real time — and does it deeper than a general suite can. Here is how they compare for technical interviews.
Broad proctoring vs deep detection.
Talview covers a lot: video proctoring, assessments, ID verification, and behavioral flagging. That breadth is its strength. The trade-off is depth — general proctoring sees the screen and the webcam, not the desktop processes where modern AI tools actually run.
TalviewProctoring Suite
- 01Built around webcam recording, screen monitoring, and behavioral AI flagging
- 02Broad assessment and verification platform — proctoring is one module of many
- 03Screen and webcam layers cannot see invisible overlays or background audio tools
Zero AssistAI-Detection Specialist
- 01Purpose-built to catch Cluely, Parakeet AI, Final Round AI, and 20+ tools at the OS layer
- 02Detects invisible overlays and background audio tools that screen recording misses
- 03Sub-500ms forensic alerts with process name, window title, and network endpoint
What a proctoring suite cannot see.
Talview itself publishes "stop Cluely" and "stop Parakeet AI" guidance — proof the threat is real. The question is whether screen-and-webcam proctoring can actually catch tools designed to be invisible to exactly that.
Cluely and Final Round AI render below the screen-capture layer; Parakeet AI runs entirely in audio. Zero Assist watches the OS process list — the one layer these tools must touch to function.
No mandatory webcam recording or invasive room scans — just process-level monitoring during the session.
Designed for live technical interviews and coding screens, not academic exam halls.
Keep Talview for assessments; add Zero Assist for AI-tool detection.
Agent runs as a standard user process and exits when the session ends.
Scores flow back to Greenhouse, Lever, and Workday.
Close the gap a suite leaves open.
See Zero Assist catch the invisible overlays and audio tools that screen-and-webcam proctoring cannot.
Talview is a broad, established proctoring and assessment platform with video proctoring, assessments, ID verification, and behavioral flagging. Zero Assist is a specialist that detects AI cheating tools at the operating-system level in real time. For technical interviews where the primary threat is invisible AI overlays and background audio tools, the depth of a specialist matters more than the breadth of a suite.
What Talview Offers
Talview provides a comprehensive hiring and assessment platform. Its proctoring is built around webcam recording, screen monitoring, and behavioral AI flagging — an approach well suited to structured assessments and exams. Talview itself publishes guidance on stopping Cluely and Parakeet AI, which confirms the threat is real; the limitation is that screen-and-webcam proctoring cannot see tools specifically designed to be invisible to it.
Where Zero Assist Differs
Zero Assist is purpose-built to detect Cluely, Parakeet AI, Final Round AI, Interview Coder, and 20+ other tools at the OS process layer — the one layer these tools must touch to function. It fires forensic alerts in under 500 milliseconds with the process name, window title, and network endpoint, without requiring mandatory webcam recording. It is built for live technical interviews rather than academic exam settings.
Which One to Choose
Choose Talview if you need a broad assessment and proctoring suite. Choose Zero Assist if your priority is catching invisible AI cheating tools during live technical interviews. Many teams run both — Talview for assessments, Zero Assist for AI-tool detection.