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/ Automotive & Ancillary
Automotive tier-1 and tier-2 suppliers face zero-tolerance defect requirements from OEMs. Manual inspection on high-volume lines — 100s of parts per hour — leads to inevitable escapes. CT Garud and Anomaly Detection bring 100% coverage with zero false negatives.
"Before CT Garud, we caught 72% of weld defects manually. After deployment: 100% detection, zero customer returns in 8 months. The retraining when we added a new model was done by our own team in one afternoon."
/ Metal & Steel
Metal surfaces present some of the most challenging inspection problems — reflective, variable, and with defects that span from sub-millimeter porosity to visible cracks. CT Garud handles all of these with a single retrainable model.
"Our false positive rate dropped from 3.2% to 0.1% — and the cost was less than a third of what we were quoted by the European vendor. The free POC changed everything."
/ FMCG & Packaging
FMCG packaging lines run at 300–1000+ PPM. Every unit must have the right batch code, the right label, the right seal — with no mislabeled product, no wrong expiry date, no open pack reaching the consumer. CT OCR and BCFHS solve this at any line speed.
"CT Flow Builder let our line engineer — not a software developer — build the entire inspection flow for our new packaging line. Live in 6 hours. That's not something any other vendor could offer."
/ Pharmaceuticals
Pharmaceutical manufacturers operate under GMP regulations where 100% inspection is required and every defect record must be traceable. CT Mikha delivers 100% blister pack inspection at 300 PPM with built-in GMP audit trail — without sampling compromises.
"100% blister inspection at 300 PPM with zero sampling failures since go-live. GMP audit trail works out of the box. CT Mikha is now our standard across all three production lines."
/ Electronics & PCB
Electronics assembly inspection requires pixel-level precision on millimeter-scale components. Solder joint quality, component orientation, bent pins, and missing components — all must be caught before the board goes to functional test. CT Garud handles this at line speed.
/ Food & Beverage
Food production quality has two dimensions — food safety (foreign matter, contamination) and product consistency (baking color, fill uniformity, count). Both require 100% inspection at production speed. CT Garud's AI handles the color and texture variation that rule-based vision systems cannot.
/ Chemical & Process
Chemical process manufacturers need to verify that correct process sequences were followed and that containers are correctly filled, sealed, and labeled. Vision-guided interlocks prevent process errors before they become batch failures or safety events.
/ Precision Manufacturing
Precision parts — medical devices, aerospace components, hydraulic fittings — require dimensional tolerance verification to micron levels. Non-contact vision measurement replaces slow CMM processes and contact gauges, delivering 100% inline gauging at production speed.
/ Your Industry
We've solved inspection problems in 10+ industries. Tell us your specific problem — we'll assess it, propose a solution, and run a free proof of concept on your actual parts.