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solutions
Detect-It builds AI vision solutions around your specific problem — trained on your parts, running on your hardware, behind your firewall. Find your challenge below and see how we've solved it for manufacturers like you.
six common applications
AUTOMOTIVE • INDUSTRIAL • LIFE SCIENCE
SURFACE DEFECT DETECTION
Scratches, blemishes, paint defects, and finish irregularities that human inspectors miss at line speed — especially on high-gloss or complex surfaces. Detect-It runs live on every part, every shift, with an error rate of less than 1% vs. 25% for human inspectors.
If it can be seen, it can be detected.
Examples: Scratches · Paint defects · Blemishes · Surface contamination · Finish inconsistencies · Cosmetic damage
AUTOMOTIVE • AEROSPACE • MANUFACTURING
ASSEMBLY VERIFICATION
Multi-step builds where every position has to be right and the sequence matters as much as the result. Detect-It watches the entire time a part is in station — verifying each step, in order, flagging anything missed or out of sequence, and confirming the build before the part moves on. No faults forward.
Examples: Multi-point position checks · Build sequence enforcement · Missing step detection · Component orientation
AUTOMOTIVE • AEROSPACE • MANUFACTURING
WELD DEFECT DETECTION
Incomplete welds, porosity, spatter, and burn-through that compromise structural integrity — often invisible to the naked eye at line speed. Detect-It inspects every weld in real time, flagging defects the moment they occur so rework happens at the station, not downstream or in the field.
Examples: Incomplete fusion · Porosity · Spatter · Burn-through · Undercut · Weld position verification
AUTOMOTIVE • METAL FABRICATION • INDUSTRIAL
STAMPING DEFECTS
Cracks, tears, wrinkles, thinning, and edge irregularities in stamped metal parts that pass a quick visual check but fail in service. Detect-It catches stamping defects at the press, before the part moves into assembly — stopping scrap and rework at the source rather than at the end of the line.
Examples: Edge cracks · Material tearing · Wrinkles · Thinning · Die marks · Surface irregularities · Burrs
AUTOMOTIVE • AEROSPACE • MANUFACTURING
TOOL GEOLOCATION
What fastener does your operator have the torque gun on right now? Detect-It's Smart Tool knows — using any camera, no RFID tags, no expensive smart arms. It sees exactly where the tool is in the build, enabling per-fastener torque profiles and enforcing the correct tightening sequence every time.
No more loose or missed fasteners.
Examples: Fastener identity · Torque sequence enforcement · Missed fasteners · Tool position tracking · Order of operations
AUTOMOTIVE • INDUSTRIAL • MANUFACTURING
PROCESS MONITORING
Keep your production line running at peak performance by watching what your cameras already see — robot arm calibration, cycle consistency, conveyor flow, machine health, and operator compliance. Detect-It turns passive surveillance into active process intelligence, flagging anomalies before they become downtime.
Examples: Robot arm calibration · Cycle time consistency · Conveyor monitoring · Machine health · Operator compliance
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