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Proctoring & Integrity

Advanced integrity monitoring with face detection, multiple-face alerts, attention and behavior monitoring, and AI-generated-answer identification — all combined into a clear, reviewer-ready verdict with timestamped evidence.

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Proctoring & Integrity

Monitoring Features

Face Detection

Continuous monitoring to ensure the candidate remains visible throughout the interview.

Face detected and verified

Multiple Face Alerts

Automatic detection and flagging when more than one person appears in the frame.

Alert: Multiple faces detected

Cheating Behavior Detection

Monitors for suspicious behaviors such as looking away, tab switching, and sustained loss of attention.

  • Tab switches3 incidents
  • Looking away2 times

AI Content Detection

Identify AI-generated or scripted answers and flag potential use of chatbots or AI assistants — analyzed directly from what the candidate said.

Human-written content verified

A Clear Integrity Verdict — Not Just a Number

Beyond the continuous integrity score, every interview receives a single, reviewer-ready verdict that answers the question a hiring team actually asks: should a human take a closer look?

Clear

No meaningful integrity concerns.

Review

Some signals worth a human glance.

Flagged

Strong signals of a likely integrity problem.

Smart False-Alarm Resistance

Proctoring is only useful if it doesn't cry wolf. The system is built to avoid punishing honest candidates for harmless glitches.

Real person vs. detector blip

A brief multiple-face flicker caused by lighting, a reflection, or a momentary detector glitch is distinguished from a genuine second person actually present in the room.

Severity-weighted

Isolated, low-severity events don't escalate the way sustained or high-severity patterns do.

Evidence-first

Every flag is tied to concrete, timestamped evidence, not an opaque score.

Multi-Signal Analysis

The verdict fuses signals from every channel available in the interview. No single signal decides the outcome — they're combined so the picture is complete and balanced.

Video

Face presence, distinct persons in frame, attention and off-screen behavior.

Audio

Recording-environment quality and background-noise conditions.

Answer Content

AI-generated / scripted patterns, and answers that are implausible for the candidate's stated experience.

Evidence Timeline

A time-stamped trail of everything that happened, with snapshots you can review.

Interview Started

✓

Candidate verified, proctoring initiated.

00:00

Alert: Looking Away

⚠

Candidate looked away from screen for 8 seconds.

04:32

Alert: Tab Switch Detected

✗

Browser tab changed, potential external resource access.

12:15

Interview Completed

✓

All responses submitted successfully.

28:45

Integrity Scoring

A continuous 0–100 integrity score complements the verdict, broken down by source.

72
/100

Integrity Score

  • Face visibility95%
  • Behavioral consistency80%
  • Answer authenticity65%

This score feeds the Authenticity & Integrity dimension of the candidate's overall profile.

See Authenticity & Integrity on Analytics & Reports

Fair by Design

Channel-aware

Video interviews get full visual proctoring; audio interviews are still checked for recording environment and AI-generated answers; text interviews are judged on content integrity.

Missing data never condemns

An absent signal is not treated as guilt; the verdict is drawn from what's actually available.

Human-in-the-loop

The system flags and evidences; the hiring team decides.

Ensure Interview Integrity

Advanced AI-powered proctoring to maintain fairness and prevent cheating — evidence-backed, confidence-scored, and built to support human reviewers.

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95%

Face Detection

3

Signal Types

24/7

Monitoring