Remote proctoring below the screen.

Screen sharing shows what candidates allow. Zero Assist monitors the OS process list directly — the layer where every AI cheating tool must run to function, regardless of whether it has a visible window.

Why most remote proctoring software fails today.

Remote proctoring software built around screen sharing assumes that cheating tools have a visual presence. They do not. Modern AI interview tools are designed specifically to be invisible to screen capture. They run as background OS processes, GPU overlays that render off the capture region, or audio pipes that deliver answers through an earpiece. Screen-share-based proctoring was not designed for this threat model.

Screen-share proctoringThe blind spots

  • 01GPU overlays (Cluely, Final Round AI) render outside the captured region
  • 02Audio tools (Parakeet AI, LockedIn AI) run with no window whatsoever
  • 03Remote desktop sessions look identical to a local machine on a screen share
  • 04Stealth desktop apps like Interview Coder run with no window and no visual footprint

Zero AssistOS-level coverage

  • 01Process scan detects every tool the moment it starts — window or no window
  • 02Microphone access monitoring catches audio-based cheating tools
  • 03VM and RDP detection identifies hijacked remote sessions
  • 04UIA URL extraction reads live browser URLs, bypassing tab obfuscation

How does Zero Assist work as remote proctoring software?

The candidate downloads the Zero Assist agent via a link included in the interview invite. The agent starts immediately before the session, monitors continuously throughout, and exits cleanly when the session ends. No installation, no admin access, no persistent background service.

The agent scans the OS process list every few seconds against a database of 24+ AI cheating tool signatures. Alerts reach the interviewer's dashboard via WebSocket in under 500 milliseconds — before the first AI-generated answer can be delivered.

The interviewer sees real-time alerts with the flagged process name, risk severity, and timestamp. High-severity alerts also trigger an audio chime so the interviewer does not need to watch the screen continuously.

Every session produces a full forensic report: all processes observed, alerts fired, and a complete timeline. Available for download for candidate disputes or hiring compliance review.

On Windows, reads actual live browser URLs — not just the tab title. Bypasses any web-based AI tool that disguises its tab to look like something else.

Same browser URL extraction on macOS. Covers Safari, Chrome, and Firefox.

Covers Parakeet AI, Cluely, Final Round AI, Interview Coder, LockedIn AI, Sensei Copilot, Blackbox AI, and more. Updated as new tools emerge.

Remote proctoring software compared.

Remote proctoring software questions answered.

Remote proctoring software built for 2026.

AI cheating tools operate below the screen. Zero Assist monitors below the screen. Lightweight, non-intrusive, and works on Windows and macOS without admin access.

Zero Assist is remote proctoring software that monitors candidates at the OS process level during remote technical interviews. Unlike screen-sharing-based remote proctoring software, Zero Assist detects AI cheating tools that have no visible window — including GPU overlays, audio-based tools, and virtual machine environments.

What Is Remote Proctoring Software?

Remote proctoring software monitors candidates during online interviews or assessments to prevent the use of unauthorised assistance. Traditional remote proctoring software uses webcam monitoring and screen sharing. These methods cannot detect tools that operate below the visual layer — background processes, invisible overlays, and audio-based AI tools that deliver answers through earpieces. OS-level remote proctoring software like Zero Assist monitors the running process list directly, detecting every tool regardless of whether it has a visible window.

How Does Remote Proctoring Software Detect AI Cheating?

Zero Assist detects AI cheating by scanning the OS process list every few seconds against a database of 24+ known AI cheating tool signatures. Every AI tool — whether it displays a window or not — must run as an OS process. When a flagged process is detected, a WebSocket alert fires to the interviewer's live dashboard in under 500 milliseconds. On Windows, the agent additionally uses Windows UI Automation to read actual browser URLs in real time, bypassing any web-based AI tool that disguises its browser tabs.

Does Remote Proctoring Software Require Admin Access?

Zero Assist does not require administrator access. It runs with standard user permissions, monitors only during the active interview session, and exits cleanly when the session ends. It does not capture screenshots, record audio, or install persistent background services.

Frequently Asked Questions

What is remote proctoring software?

Remote proctoring software monitors candidates during online interviews or assessments to prevent cheating. Traditional remote proctoring software uses webcam feeds and screen sharing. OS-level remote proctoring software like Zero Assist monitors the running process list on the candidate's machine directly — detecting AI tools that have no visible window and cannot be seen by screen sharing.

How does remote proctoring software detect AI cheating tools?

Zero Assist detects AI cheating tools by monitoring the OS process list, not the screen. Every AI tool — regardless of whether it displays a window — must run as an OS process. Zero Assist continuously scans this list against a database of 24+ known signatures and fires a WebSocket alert to the interviewer dashboard in under 500 milliseconds when a match is found.

Does remote proctoring software require admin access?

Zero Assist does not require administrator access. It runs with standard user permissions, monitoring processes and browser URLs only during the active interview session. It does not install background services and exits cleanly when the session ends.

What is the difference between remote proctoring software and browser lockdown?

Browser lockdown restricts what candidates can do within a browser — it blocks navigation to other tabs and websites. It does not prevent the use of desktop AI applications, GPU overlays, audio-based cheating tools, or remote desktop sessions. Remote proctoring software that operates at the OS level, like Zero Assist, covers all of these vectors that browser lockdown misses.

Does remote proctoring software work on both Windows and Mac?

Yes. Zero Assist runs natively on Windows and macOS. On Windows, the agent also uses Windows UI Automation to read actual live browser URLs. On macOS, it uses AppleScript for the same purpose. Process monitoring and VM detection work identically on both platforms.