This solution brief focuses on AI-driven quality inspection and predictive maintenance for manufacturing environments. It outlines challenges such as inconsistent manual inspections, costly defects, limited real-time visibility, and difficulties scaling production lines. Developed with Trifork and powered by Lenovo ThinkEdge servers and NVIDIA AI acceleration, the solution uses an edge-optimized architecture to deliver real-time defect detection and analytics directly on the production line. Key benefits include reduced downtime, improved product consistency, faster response to quality issues, and lower operational costs. The brief highlights Lenovo Validated Designs for rapid deployment, industrial-grade reliability, and scalable expansion from pilot lines to global manufacturing faciliti

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