Get Vision AI into Production Today
Learn how to detect hairline cracks and subtle, low-contrast defects with computer vision.
Add a real-time inspection layer to every brake component with vision AI for brake component inspection. Built for the operations where porosity on a friction face waits for heat cycling to become a crack, a pad's bond line looks fine from every angle except the one that matters, or the missing shim announces itself as a squeal in a customer's driveway and a claim on your quality record. Whether you're casting and machining rotors, pressing friction material, or assembling calipers and corner modules, Roboflow inspects every component in the one category where escape severity is never argued, with per-part records behind every shipment.
Rotors and Drums:
Pads and Friction Material:
Calipers, Assembly, and Systems Integration:
Bring intelligence to every brake component today. Stop brake defects from becoming judder campaigns, failure investigations, or the recall nobody debates.
What is brake component inspection with Vision AI?
Brake component inspection with vision AI uses computer vision models to inspect rotors, drums, pads, and calipers: casting and machining defects on friction faces, cracks and heat checking, friction material and bond line condition, shim, clip, and sensor presence, and caliper assembly completeness. Models trained on your actual components inspect every part at line rate, with per-part records tied to lot and serial that support IATF 16949 and ECE R90 documentation.
Can Vision AI find defects in dark friction material and cast iron?
Brake components are the hard case twice over: friction material is dark, textured, and absorbs light, so cracks and chips hide inside its normal grain, and cast iron friction faces carry machining patterns that mimic and mask hairline defects. Deep-learning models trained on your actual pads, compounds, and rotor finishes learn each surface's normal texture and flag what breaks it, hold that judgment across compounds and suppliers, and route borderline parts for a check instead of guessing, which is the standard a safety-critical part deserves.
Does brake inspection support IATF 16949 and ECE R90?
Yes. Roboflow models can run as documented inspection controls inside your IATF 16949 (automotive quality management) and ISO 9001 processes, with per-part inspection records, imagery, model version history, and training data lineage that support PPAP submissions, ECE R90 aftermarket documentation, and customer audits. Roboflow is the inspection engine; your quality team owns the acceptance criteria, and friction performance testing keeps its own certification role.
Can it integrate with our machining cells, friction lines, and MES?
Yes. Roboflow Inference exposes a standard API and supports common industrial protocols, so brake inspection events flow into your existing systems: machining and friction line PLCs from Allen-Bradley and Siemens, MES and ERP platforms like SAP and Oracle, and SCADA and HMI platforms like Ignition and AVEVA, through REST, MQTT, OPC UA, and direct database writes. PLC-level integration routes a failed rotor or pad the moment a check fails, and every event carries part, lot, cell, imagery, and disposition, with a full audit trail behind every shipment.
