Vision on the line
Neural inspection for print, seal, fill, label and surface defects, with defect classes tied to your quality ontology rather than to a generic taxonomy.
AssetEdge brings plant, line, fleet and equipment intelligence into one ontology, condition, inspection, quality vision, work history and the maintenance call made early enough to be worth making.
Condition monitoring tells you a number moved. AssetEdge tells you what it means, what probably caused it, and what to do before the next changeover.
Neural inspection for print, seal, fill, label and surface defects, with defect classes tied to your quality ontology rather than to a generic taxonomy.
Work orders, technician notes, OEM manuals, failure histories and warranty claims, including the free-text where the real diagnosis usually lives.
Historians, SCADA, MES, telematics and handheld feeds resolved against the asset hierarchy, so a line, a unit and a component mean the same thing everywhere.
Correlates a defect cluster with a substrate lot, a shift, a setting change or a component's service age, and shows the frames and records behind it.
What to do, when to do it, what it costs to wait, and whether it can wait for the next planned stop. Scheduled through your CMMS, not around it.
A fix that worked at one plant becomes a watch condition at the other fifty-nine, automatically, with local context preserved.
AssetEdge grew out of manufacturing work at real scale: neural quality inspection on packaging lines, plant intelligence agents rolled out across a sixty-site network, and fleet and terminal operations in freight.
The hard part in every one of those was never the model. It was getting fifty-nine plants to agree what an asset, a defect and a downtime event actually are, which is precisely what the ontology layer is for.
Site, line, unit, component: one definition
Your classes, not a generic library
In-line, with confidence routing
Free text treated as primary evidence
Work orders raised in your system
One plant's fix becomes everyone's watch
That's usually enough to show what AssetEdge does that a dashboard doesn't.