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Manufacturers are under constant pressure to improve product quality while reducing inspection costs, production waste, rework, and customer returns. Traditional manual inspection can help maintain quality, but it becomes difficult to scale when production volumes increase or defects are small, inconsistent, or difficult to identify. An AI visual inspection system gives manufacturers another approach. By combining industrial cameras, computer vision, artificial intelligence,

Introduction In 2026, footwear manufacturers are under increasing pressure to deliver consistent quality while controlling production costs, reducing waste and maintaining high production volumes. A finished shoe may look simple to a customer. But manufacturing a consistent pair involves multiple processes, materials and quality checkpoints. A shoe may pass through: Material inspection → Cutting → Stitching → Assembly → Lasting → Sole attachment → Finishing → Final inspection