Zero Assist vs Sherlock

Looking for the best tools for cheating detection? While traditional proctoring and code plagiarism tools like Sherlock look at the symptoms after the fact, Zero Assist looks at the source in real time. Here is the technical breakdown.

Plagiarism checks are too late.

By the time a candidate submits AI-generated code, the interview has already been compromised. Zero Assist stops the AI tools before the code is even written.

SherlockPost-Interview

  • 01Relies heavily on code similarity and plagiarism checks after submission
  • 02Misses stealth screen overlays whispering answers via audio
  • 03Cannot reliably distinguish between legitimate Copilot use (if allowed) and full ChatGPT cheating

Zero AssistReal-Time Forensic

  • 01OS-level process monitoring catches AI tools the moment they launch
  • 02Detects 24+ AI desktop tools including Parakeet AI and Final Round AI
  • 03UIA URL extraction verifies every browser tab and query instantly

Uncompromised forensic integrity.

Why engineering leaders choose Zero Assist's dual-layered forensic shield over standard video proctoring.

Windows UI Automation and macOS AppleScript read actual browser URLs — bypassing every obfuscation trick used by modern AI tools.

Pre-configured signatures for 24+ AI desktop clients and stealth overlays.

OS-level monitoring blocks macros and remote-access tools instantly.

Ready for fearless hiring?

Join the technical teams who trust Zero Assist to secure their remote pipeline.

Zero Assist and Sherlock solve different problems. Sherlock is a code plagiarism tool — it compares submitted code against known sources after the interview ends. Zero Assist is a real-time forensic monitor that detects AI cheating tools the moment they launch on the candidate's machine, before any AI-generated code is ever typed. If you are concerned about candidates using ChatGPT, Parakeet AI, Final Round AI, or Cluely during live technical interviews, Zero Assist addresses the problem at its source.

What Sherlock Does and Does Not Do

Sherlock is designed for academic settings to detect plagiarism in submitted code. It compares code tokens and structure against a corpus. It has no real-time monitoring capability, no process-level detection, and no ability to identify AI overlay tools that generate code on-demand during a live session. By the time Sherlock can flag anything, the interview is over and the hiring decision may already be made.

What Zero Assist Does That Sherlock Cannot

Zero Assist deploys a forensic agent on the candidate's machine at the start of the interview. The agent monitors the OS process list and fires alerts in under 500 milliseconds when a flagged AI tool is detected. This includes process-level detection of Parakeet AI, Cluely, Final Round AI, Interview Coder, LockedIn AI, GitHub Copilot, and 20+ others. The agent also uses Windows UI Automation and macOS AppleScript to read actual browser URLs, catching any AI tool accessed through a browser — regardless of obfuscation. Interviewers see a live alert with the exact process name and timestamp before the candidate has time to use the tool's output.

When to Use Each Tool

Use Zero Assist for real-time AI cheating detection during live technical interview sessions. Use Sherlock or similar plagiarism tools for reviewing submitted code repositories or take-home assignments. The two tools are complementary, not competing — but if live interview integrity is the goal, only Zero Assist operates in real time at the OS level where modern AI cheating tools cannot hide.