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AI Vision Overhauls Pallet Verification: How Shaw Cut Errors and Boosted Throughput
In this episode Vision Systems Design’s Sharon Spielman interviews Uli Pali, CTO of Accela AI, and Jeff Gentry from Shaw Industries about a real-world deployment of an AI-enabled vision system that automates pallet and loading-dock verification.
They discuss camera and hardware choices, balancing resolution with processing constraints, OCR and box counting, integration with PLC/WMS/ERP systems, operator adoption, and the gains in accuracy and throughput. The episode also covers challenges around image-data collection and how generative AI is speeding annotation and deployment.
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By Endeavor Business MediaIn this episode Vision Systems Design’s Sharon Spielman interviews Uli Pali, CTO of Accela AI, and Jeff Gentry from Shaw Industries about a real-world deployment of an AI-enabled vision system that automates pallet and loading-dock verification.
They discuss camera and hardware choices, balancing resolution with processing constraints, OCR and box counting, integration with PLC/WMS/ERP systems, operator adoption, and the gains in accuracy and throughput. The episode also covers challenges around image-data collection and how generative AI is speeding annotation and deployment.