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Industrial companies at Factory Innovation Week 2026 showcased solutions combining 3D vision and artificial intelligence to enable robots to pick up a variety of parts, including irregularly shaped and shape-changing objects. The demonstrations included machine vision systems, smart sensors, and solutions that can be integrated with robots and industrial controllers.