Remote Assessment Integrity Monitoring
For educational institutions conducting 10K+ remote exams annually. Ensure assessment integrity with AI proctoring. 98% violation detection, 70% cost reduction vs human proctors.
Universities, certification bodies, and online learning platforms conducting high-stakes remote assessments who need to maintain academic integrity
Remote exams are vulnerable to cheating (unauthorized resources, impersonation, communication). Human proctoring is expensive and cannot scale
Ready to implement?
Why Mixpeek
98% detection of integrity violations, 70% cost reduction vs human proctoring, and objective, consistent monitoring
Overview
Academic integrity is essential for credential value. This use case shows how Mixpeek enables scalable, consistent remote assessment proctoring.
Challenges This Solves
Cheating Methods
Students use phones, notes, and communication
Impact: Undermines assessment validity and credential value
Proctoring Cost
Human proctors cost $15-30 per exam hour
Impact: Remote exams become economically prohibitive
Scalability
Cannot hire enough proctors for peak periods
Impact: Scheduling bottlenecks, student frustration
Consistency
Human judgment varies between proctors
Impact: Inconsistent enforcement, appeals
Implementation Steps
Mixpeek monitors exam sessions via webcam, detecting suspicious behaviors, unauthorized materials, and identity verification throughout the assessment
Setup Exam Session
Configure monitoring for exam parameters
const session = await client.proctoring.createSession({exam_id: examId,student_id: studentId,settings: {identity_verification: true,environment_scan: true,monitoring_level: 'standard', // or 'high' for high-stakesallowed_resources: ['calculator'] // if any}});
Monitor Exam Session
Analyze video feed for violations
await client.proctoring.monitorSession({session_id: session.id,webcam_stream: webcamUrl,screen_stream: screenShareUrl,detect: ['gaze_away', 'additional_person', 'phone_use', 'unauthorized_tab', 'audio_anomaly']});
Generate Integrity Report
Create documentation of any incidents
const report = await client.proctoring.getSessionReport({session_id: session.id,include: ['violations', 'timestamps', 'evidence_clips', 'confidence_scores']});
Feature Extractors Used
Retriever Stages Used
Expected Outcomes
98% of integrity violations detected
Violation Detection
70% lower cost vs human proctoring
Cost Reduction
Unlimited concurrent exam sessions
Scalability
100% consistent rule application
Consistency
85%+ report non-intrusive experience
Student Satisfaction
Frequently Asked Questions
Related Resources
More Education Use Cases
Instant Lecture Moment Search for Student Learning
For EdTech platforms with thousands of lecture hours. Enable students to find specific concepts in seconds. 79% NDCG@10 retrieval accuracy across video, slides, and code.
Automated Accessibility Content Generation
For educational institutions with 10K+ learning resources. Auto-generate alt text, captions, and transcripts. 95% accessibility compliance, 80% cost reduction.
Ready to Implement This Use Case?
Our team can help you get started with Remote Assessment Integrity Monitoring in your organization.