Asset Maintenance Is at the Forefront of AI Automation: According to Artificial Intelligence stats published in a Capgemini study, the most popular AI use cases in the manufacturing sector include predicting when machines are likely to break down and recommending the best time to perform maintenance. The study shows that nearly 29 per cent of AI applications in the manufacturing industry are for keeping production assets up and running.