Industrial / Facility Management

AI-Powered Pest Detection System

$2M+

saved in prevented incidents

THE CHALLENGE

Enterprise facility operator needed to detect pest infestations early across large-scale industrial sites. Manual inspections meant problems went unnoticed between scheduled checks - by the time teams found an issue, it had already spread. They needed automated detection that identifies exactly what's there, how many, and where, before a minor sighting becomes a major incident.

WHAT WE BUILT
  • Custom YOLO-based detection model trained to identify, count, and classify pest species
  • Fine-grained classification distinguishing species type and sex for targeted response
  • Model optimized for real-world conditions - varying lighting, backgrounds, and environments
  • Integration-ready for existing camera infrastructure and edge devices
  • Real-time alerting with location and severity data
THE OUTCOME

$2M+ saved in prevented incidents within first year

Infestations caught at first sight, not after they spread

Pest control teams dispatched with precise data - species, count, location

Eliminated reliance on scheduled manual walkthroughs

Full detection logs for compliance reporting and trend analysis

TECH USED
YOLOCustom-Trained Detection ModelsData AugmentationTransfer LearningEdge Deployment

Want results like these?

Book a call and we'll show you what's possible for your business.