Assessment Integrity

Fair Assessments.
Every
Time.

AI-powered proctoring, tab-switch detection, screen recording, and copy-paste prevention — protecting every test.

99.8%Platform uptime
15+Integrity signals
SOC 2Compliant
app.prelim.ai — integrity-monitor
// prelim ~ anti-cheat engine $ prelim monitor --session abc123   ✓ Identity verified ✓ Screen monitoring active ⚠ Tab switch detected — flagged   Integrity score: 94/100 | Flags: 1
ANTI-CHEATING HIGHLIGHTS

15+ Integrity Signals. One Seamless Experience.

AI Proctoring

Webcam-based AI monitoring detects suspicious behaviour, flags anomalies, and generates integrity reports — all running silently in the background.

Screen Monitoring

Tab switching, window changes, and copy-paste events are all tracked and logged — giving assessors a complete integrity picture after the test.

Identity Verification

Multi-factor identity checks at session start ensure the person sitting the test is who they claim to be — every time.

SOC 2 Compliance

Built to enterprise security standards — SOC 2 Type II, GDPR compliant, and audit-ready with full chain-of-custody reporting for every assessment session.

Multi-Layer Integrity Protection
Anti-Cheating System

Multi-Layer Integrity Protection

A single integrity check can be worked around. Prelim combines 15+ signals — AI proctoring, screen monitoring, keystroke analysis, identity verification, copy-paste detection, and more — into a layered system that is significantly harder to defeat.

Every signal is weighted and combined into an integrity score that gives assessors a clear, actionable picture of the session — not just a list of raw flags.

  • 15+ integrity signals combined into a single score
  • AI-powered anomaly detection throughout the session
  • Weighted flags with evidence for reviewer decision-making
Candidate-Friendly Proctoring
Candidate Experience

Candidate-Friendly. Cheater-Proof.

Integrity monitoring that candidates barely notice — and cheaters cannot beat. Prelim's anti-cheating system runs entirely in the background for honest candidates, with no intrusive pop-ups, no invasive screen locks, and no anxiety-inducing interventions mid-test.

For assessors, everything is logged, timestamped, and available for review. The experience is clean for candidates. The record is complete for your team.

  • Silent background monitoring — no disruption to the test experience
  • Full session log with timestamped integrity events
  • GDPR and SOC 2 compliant data handling throughout
How It Works

Enable. Monitor. Report.

Assessment integrity in three automated steps — no configuration required for each session.

🔐

Enable

Turn on integrity monitoring with a single toggle when creating your assessment. Choose your monitoring level — light, standard, or full proctoring.

👁️

Monitor

Throughout the session, 15+ signals run silently — capturing identity, screen activity, environmental cues, and behavioural anomalies automatically.

📋

Report

An integrity report is generated for every session — with an overall score, individual flags, supporting evidence, and a reviewer-ready summary.

Protect Every Assessment. Automatically.

Book a demo and see how Prelim's 15-signal integrity system works without disrupting your candidates.