The use cases for artificial intelligence (AI) and machine learning (ML) in industrial markets are quite broad and diverse, but behaviorally they are somewhat similar. Like a valued butler, a good AI or ML application is a helpmate, anticipating needs, managing tasks, and providing trusted advice (recommendations). This paper will provide examples of the kind of valuable assistance AI and ML can provide throughout a product’s or an asset’s lifecycle.

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