How QingSight Works
From camera feed to actionable insight in under ten seconds — here's the journey every video frame takes through our AI pipeline.
1 · Connect CCTV
Securely link your existing IP, RTSP or USB cameras. No new hardware needed. Multi-camera, multi-zone support out of the box.
2 · AI Classifies
Each frame is processed by trained vision models that classify zones as Clean or Unclean with sub-second latency.
3 · Reports Generated
Hourly, daily and weekly hygiene reports are produced automatically — with timestamps, scores and zone breakdowns.
4 · Alerts Delivered
When zones drop below threshold, instant email alerts go to your managers, auditors or compliance team.
5 · Secure by Design
SSL/TLS encrypted streams, no raw video retention, GDPR-aligned. Edge or cloud processing options.
6 · Continuous Learning
Models improve over time using your facility's data, making detection accuracy climb month over month.
Real-time CCTV frame analysis powered by our cleanliness detection models.
Clean
AI detected a clean and well-maintained staircase area through real-time CCTV monitoring.
Clean
AI System identified the hospital corridor as clean and hygienic.
Clean
AI-based cleanliness detection confirmed that the bank premises are clean and organized.
Unclean
AI detected cleanliness issues near the entrance door area, including visible litter and waste accumulation on the floor.
Unclean
The AI monitoring system identified an unclean ATM area with scattered paper waste and debris around the machine.
Unclean
AI detected small waste particles and minor litter present within the monitored area.
Where QingSight Delivers Value
Healthcare
Monitor operating theatres, wards and equipment between procedures to maintain sterilisation standards.
Hospitality & F&B
Continuous kitchen, prep-area and dining floor monitoring to comply with FSSAI / HACCP standards.
Manufacturing & Pharma
Cleanroom and shop-floor inspections without manual checklists. Audit-ready logs at the click of a button.