Industrial
Industrial machine vision for the factories where rules run out: defects that vary by lot, markings that reflect or blur, parts that never sit still. These deployments show inspection and robotic handling trained from sample images instead of thresholds retuned at every changeover.
Textiles and Footwear
Textile fabric inspection where the product's own colors, patterns and textures camouflage the flaws, and AOI flags normal weave as defects. These deployments show holes, knots and broken stitches caught across changing designs without retuning for every article.
Semiconductors
Semiconductor AI inspection for defects that sit at the edge of visibility, low in contrast and easily mistaken for polishing traces or normal surface texture. These deployments show fabs and packaging lines catching what AOI overkills or misses, from CMP scratches to dicing chips.
Petrochemicals & Plastics & Rubber
Plastics and rubber inspection where molded parts vary shot to shot and flexible material never presents the same way twice. These deployments show defect checks that absorb that variation, and robots picking compounds and molded parts that fixed automation could not grip.
Optoelectronics
LED defect inspection where the faults are too small, too varied and too randomly placed for fixed rules to hold. These deployments show optical components inspected by segmentation models that locate each flaw, and analog gauges read into digital records along the way.
Metal Processing
Metal parts machine vision inspects reflective workpieces and adapts robot paths to actual geometry. It covers machined-component and weld defects, metal inventory, tube counting, part classification, 3D bin picking, CNC loading, rail-edge trimming and robotic grinding.
Manufacturing
Manufacturing machine vision links inspection, verification, counting and robotic handling. From wiring and laptop builds to welds, gaskets and machined parts, it catches defects and missing items, updates inventory and guides 3D bin picking for CNC and assembly operations.
Electronics
Electronics machine vision finds fine defects and verifies PCB and component assembly. Coverage includes BGA soldering, MLCC surfaces, cable insulation, laptop builds, package contents, connector classification and equipment checks, targeting low-contrast errors that lead to manual reinspection.
Automotive
Automotive machine vision tracks parts through handling, assembly and inspection. Workflows span random-bin picking, gear loading and body-panel sealing, tire DOT and engine serial reading, paint and part defect detection, car-door verification and injection-molding monitoring.