Not every inspection point can host a full vision cabinet, a dedicated PC, or a controls engineer’s afternoon. Machines get retrofitted on tight timelines, in tight spaces, without room for a new subsystem.
A smart camera collapses the sensor, lighting, processor, and inspection logic into one sealed unit — mounted directly on the machine and wired straight into the control loop already running your line.