Industrial AI systems for decision-making will be trained mostly on unstructured data from sensors, images, videos, text, documents, and complex systems. With mission-critical use cases that impact safety, quality and productivity, the cost of poor predictions can cost millions of dollars per event. With the stakes in industrial AI so high, bad data is not a recipe for success. The promise of AI cannot be realized with shortcuts in data.

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