Defect and anomaly detection
Models score known defect classes while anomaly checks surface unfamiliar patterns for review.
CAPABILITIES / VISION AND EDGE
Computer vision
Detection and inspection where the decision has to happen at the line, not in a report the next morning.
What this covers
Object detection and tracking
Detections retain identity across frames so counts and movement remain tied to the same object.
Document and image understanding
Layout-aware models extract fields while preserving coordinates for human verification.
Labeling and ground truth
Sampling rules and reviewer agreement produce datasets that reflect the errors the system must catch.
Drone and aerial imagery
Georeferenced imagery is tiled, scored, and mapped back to assets or inspection zones.
How it shows up in the work
ENTERPRISESCatch defects before they move downstream.Inspection that happens on a schedule finds problems late. Cameras and agents at the line can watch continuously and route what they find to the people who fix it.NATIONSGive leaders a clear view of ground truth.The problem is rarely a shortage of data. It's that the official record, what's actually happening on the ground, and what people are reporting all live in different places.
WHERE IT FITS
A site assessment leads into a proof of value built against agreed precision and recall targets.
