Modern online assessments and interviews require more than just webcam monitoring. While traditional proctoring focuses on restricting candidate actions during a test, newer AI-native systems like Sherlock focus on understanding candidate behavior, intent, and integrity signals in real time.
This guide explains the difference between Sherlock AI Integrity Agent and WeCP Advanced Proctoring, and when to use each.
What is Sherlock?
Sherlock AI is an AI-powered interview and assessment integrity agent designed for modern remote hiring and evaluations.
Unlike traditional rule-based proctoring tools, Sherlock uses multimodal AI to analyze:
Video behavior
Audio signals
Screen activity
Communication patterns
AI-assisted response patterns
Behavioral inconsistencies
Sherlock is designed to detect:
AI-assisted cheating
Hidden prompts and teleprompters
Proxy candidates
Scripted responses
Deepfake-style manipulation
External assistance during interviews/tests
Sherlock operates silently in the background while maintaining a smooth candidate experience.
Sherlock vs WeCP Advanced Proctoring
Capability | Sherlock AI Integrity Agent | WeCP Advanced Proctoring |
Primary Focus | AI-fraud detection | Assessment security & monitoring |
Best Use Case | Remote assessments, interviews, AI-assisted cheating detection, high-trust hiring, Deepfake, KYC, Work fraud | Online exams, coding tests, certification-style assessments |
Monitoring Style | Context-aware behavioral AI | Rule-based proctoring controls |
Candidate Installation | Usually no install required for detection mode. Install required only for prevention | Browser permissions and monitoring setup required |
AI Copilot Detection | Yes | Limited |
Deepfake / Proxy Detection | Yes | Basic identity checks |
Audio Intelligence | Advanced conversational and environmental analysis | Audio monitoring and noise detection |
Video Intelligence | Behavioral pattern analysis | Webcam-based monitoring |
Behavioral Analysis | Yes | Limited |
Eye Movement / Attention Analysis | Yes | Basic |
Hidden Prompt Detection | Yes | Limited |
AI Fluency Detection | Yes, evaluates how candidates use AI tools | No |
Screen Recording | Optional / selective | Available |
Full Screen Enforcement | Available in prevention modes | Yes |
Tab Switch Detection | Yes | Yes |
Copy/Paste Restriction | Yes | Yes |
Multi-Monitor Detection | Yes | Yes |
Identity Verification | Supported | Supported |
Real-Time Fraud Detection | Strong AI-first approach | Rule-trigger based |
Post Interview Integrity Report | Detailed behavioral insights | Event logs and violations |
Human Review Dependency | Lower | Moderate |
Candidate Experience | More seamless and less intrusive | More restrictive |
WeCP Advanced Proctoring Features
WeCP Advanced Proctoring provides configurable security controls for online assessments and coding tests.
Typical features include:
Candidate ID verification
Video proctoring
Audio proctoring
Audio analysis
Force full-screen mode
Detect tab switches
Restrict external copy/paste
Screen recording
Similar code detection
Multiple screen detection
Email watermarking
These controls help organizations maintain fairness and reduce basic cheating attempts during assessments.
Key Difference in Philosophy
WeCP Advanced Proctoring
Traditional proctoring systems primarily ask: “Did the candidate violate predefined rules?”
Examples:
Did they leave full screen?
Did they switch tabs?
Did they copy/paste?
Was another screen connected?
This approach works well for:
Coding tests
MCQ exams
Certifications
Compliance-heavy assessments
Sherlock AI Integrity Agent
Sherlock asks a deeper question: “Was this candidate genuinely demonstrating their own capability?”
Instead of only tracking violations, Sherlock analyzes:
Behavioral consistency
Response timing
AI-generated response patterns
Communication flow
Environmental anomalies
Hidden assistance indicators
This is especially important in the AI era where candidates may use:
AI copilots
Hidden prompts
Teleprompters
Voice assistants
Proxy participants
Real-time answer generators
Sherlock focuses on understanding context, not just monitoring actions.
When Should You Use Each?
Use WeCP Advanced Proctoring when:
Running coding assessments
Conducting certification tests
Preventing basic cheating attempts
Enforcing exam-style restrictions
Managing large-scale online testing
Use Sherlock when:
Conducting remote interviews or assessments
Hiring for high-trust roles
Detecting AI-assisted cheating
Preventing proxy interviews
Evaluating authenticity and integrity
Running AI-aware hiring processes
Here are 12 non-negotiable criteria we suggest using when selecting a tool for implementing a reliable and smooth anti-fraud system.
