AI-Powered Robotic Welding Defect Detection System
See how robot-guided process inspection works in production, from cell imagery to deployed model.
Add a real-time inspection layer to every dispensed bead with vision AI for adhesive and glue bead inspection. Built for the operations where one skip in a structural bead, neckdown under a windshield edge, or gasket bead that wandered off path gets sealed inside an assembly no one can reopen, and shows up later as a water leak, a failed bond, or a warranty campaign. Whether you're dispensing structural adhesive in the body shop, urethane for glass bonding, RTV form-in-place gaskets, or thermal interface material on EV battery and electronics assemblies, Roboflow extends your inspection coverage to every bead on every part, in the seconds between dispense and close.
Bead Presence, Continuity, and Coverage:
Path, Position, and Width:
Applications, Cells, and Line Integration:
Bring intelligence to every bead today. Stop dispensing defects from becoming leaks, failed bonds, or warranty campaigns.
What is adhesive and glue bead inspection with Vision AI?
Adhesive and glue bead inspection with vision AI uses computer vision models to verify every dispensed bead in the seconds after the dispenser finishes: presence and continuity along the full path, width and volume consistency, position against the programmed path, and clean start and end points. Models trained on your actual adhesives, substrates, and cell lighting make the check on every part before the mating component closes over the bead, with per-part records that support IATF 16949 and ISO 9001 quality systems.
Can Vision AI inspect black adhesive on black substrates?
Black urethane on black e-coat, clear adhesive on glass, and glossy wet beads that mirror the cell lighting are the cases that make bead inspection hard. Deep-learning models trained on your actual bead and substrate combinations learn the texture, sheen, and edge profile that separate a wet bead from the surface beneath it, holding accuracy across low contrast, reflections, and substrate variation from part to part. Because inspection runs immediately after dispense, a flagged gap or neckdown triggers a re-dispense while the part is still in the cell, instead of a teardown after cure.
Does adhesive and glue bead inspection support IATF 16949 and PPAP?
Yes. Roboflow models can run as documented inspection controls inside your IATF 16949 (automotive quality management) and ISO 9001 processes, with per-part bead records, imagery, model version history, and training data lineage that support PPAP (Production Part Approval Process) submissions and customer audits, plus AS9100 for aerospace bonding programs. Roboflow is the inspection engine; your quality team owns the acceptance criteria.
Can it integrate with our dispensing systems, robots, and MES?
Yes. Roboflow Inference exposes a standard API and supports common industrial protocols, so bead inspection events flow into your existing systems: dispensing equipment from Nordson, Graco, and Atlas Copco, robots from FANUC, ABB, and KUKA, cell PLCs from Allen-Bradley and Siemens, SCADA and HMI platforms like Ignition and AVEVA, MES and ERP systems like SAP and Oracle, through REST, MQTT, OPC UA, and direct database writes. PLC-level integration triggers re-dispense sequences, cell holds, and repair routing the moment a bead defect appears, with a full audit trail behind every decision.
