Artificial intelligence is helping manufacturers predict equipment failures, improve product quality and optimise production before disruptions get expensive. General Motors and Siemens are two of the companies proving this out on the factory floor. The ET Most Innovative AI Product Awards 2026 recognises innovations like these across manufacturing and 15 other categories.

