Zero Assist

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Feature	Zero Assist
STOA Rating	7.0
Description	Zero Assist helps engineering hiring teams catch AI-assisted cheating during remote technical interviews — in real time. You deploy a lightweight forensic agent on the candidate's machine at the start of the session. It watches for 20+ known AI tools running in the background (like Parakeet AI, Cluely, and Final Round AI) and fires an alert to your dashboard in under 500 milliseconds the moment anything is detected.
Strengths	•Solves a real, growing problem — AI cheating tools are now widely used in remote coding interviews and screen-sharing alone can't catch them •OS-level detection is the right layer — overlay and background tools genuinely cannot hide from process monitoring •Privacy-respecting by design: no screenshots, no persistent installation, candidate data deleted automatically
Weaknesses	•Requires candidates to install an agent on their machine, which some candidates or legal teams may push back on •Pricing not disclosed; enterprise-only positioning limits accessibility for startups doing lower-volume hiring •A determined cheater could use a second device or hardware tools that process monitoring can't detect
Key Features	•Detects 20+ AI cheating tools — including Parakeet AI, Cluely, Final Round AI, and Interview Coder — at the OS process level where screen overlays can't hide •Pushes live WebSocket alerts to your interviewer dashboard in under 500ms, with process name, risk severity, and exact timestamp •Runs only for the duration of the session — no persistent install, no screenshots, and GDPR-compliant data retention controls
Pricing	Contact for pricing
Best For	All industries
AI Features	None
Categories	Hire, Pay & Manage Your Team
STOA Verdict	Zero Assist targets a genuinely new problem that most hiring teams haven't solved yet. The OS-level detection approach is technically sound, and the privacy-first design reduces legal friction. The main limitation is that candidate agent installation adds friction and may meet resistance — something to weigh against the detection benefit.
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Zero Assist

7.0

Zero Assist helps engineering hiring teams catch AI-assisted cheating during remote technical interviews — in real time. You deploy a lightweight forensic agent on the candidate's machine at the start of the session. It watches for 20+ known AI tools running in the background (like Parakeet AI, Cluely, and Final Round AI) and fires an alert to your dashboard in under 500 milliseconds the moment anything is detected.

Strengths

•Solves a real, growing problem — AI cheating tools are now widely used in remote coding interviews and screen-sharing alone can't catch them
•OS-level detection is the right layer — overlay and background tools genuinely cannot hide from process monitoring
•Privacy-respecting by design: no screenshots, no persistent installation, candidate data deleted automatically

Weaknesses

•Requires candidates to install an agent on their machine, which some candidates or legal teams may push back on
•Pricing not disclosed; enterprise-only positioning limits accessibility for startups doing lower-volume hiring
•A determined cheater could use a second device or hardware tools that process monitoring can't detect

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Zero Assist

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