AI Cheating Detection System
Real-time exam proctoring that catches 50% more violations than human monitors.
50%
More violations caught
500+
Exams monitored monthly
₹0
Variable proctoring cost
The Problem
What needed to change
AAIRO.ai, an AI interview and recruitment platform based in Noida, was running 500+ online assessments monthly with no reliable way to detect cheating. Human proctors cost ₹800/hour per session and still missed subtle violations — phone use under the desk, off-screen gaze, and multiple faces. Trust in their certifications was eroding, affecting revenue.
The Solution
How we built it
Built a real-time computer vision system using Python, OpenCV, and a fine-tuned YOLOv8 model. The system detects gaze deviation, multiple faces, phone and device presence, and unusual head movements — all processed locally without storing student footage, ensuring full privacy compliance.
The Results
What it delivered
- Caught 50% more violations versus human proctors in A/B testing
- Reduced proctoring variable cost from ₹800/hr to near zero
- Successfully deployed across 500+ concurrent monthly exam sessions
- Client NPS score improved from 62 to 84 within 30 days of launch
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