One post tagged with "uptake"

Uptake built its reputation as an industrial AI company — one of the first to apply machine learning to equipment failure prediction at scale. At its peak, the Chicago-based startup was valued at $2.3 billion and counted Caterpillar and Berkshire Hathaway Energy among its customers. But the company's journey from AI darling to a more focused industrial intelligence platform tells a cautionary tale about complexity in manufacturing technology.

For manufacturing engineers evaluating predictive maintenance and IIoT solutions, the MachineCDN vs. Uptake comparison highlights a fundamental question: Do you need a data science platform that happens to serve manufacturing, or a manufacturing platform with built-in intelligence?