Computer vision beyond the hype: where it actually delivers

Computer vision rarely makes headlines once it works — it just becomes part of how a line runs or a store operates.

Inspection, counting, safety and search are the categories where accuracy is high and the ROI is clean.

The teams who win treat vision as plumbing, not magic: well-scoped, well-monitored and wired into the systems they already trust.