Automated Incident Classification MVP

A computer vision MVP for detecting, classifying, and analyzing physical world events captured from video sources.

What We Delivered

  • Defined the technical approach for an AI system that determines event outcomes (e.g., "incident vs. no incident") across variable site conditions
  • Developed backend, portal, and AI components for a functional pilot deployment
  • Identified dataset, camera accessibility, and site infrastructure requirements critical for model accuracy
  • Established a scalable training methodology adaptable for different environments and hardware setups
  • Created timelines, model training assumptions, and an operational roadmap for a future production system

Impact

Provided a viable foundation for an AI-driven monitoring product, enabling the client to launch a meaningful pilot and validate real-world feasibility.