Uptake

Uptake is an industrial AI platform designed to transform operational data into actionable insights, with a strong focus on asset performance management, predictive analytics, and fleet-level optimization across heavy industries such as mining, rail, oil and gas, and power generation. Its flagship product, Uptake Fusion, combines domain-specific machine learning models with deep industry expertise to deliver prescriptive recommendations — not just predicting when a failure will occur, but advising on the optimal corrective action to take. The platform integrates with existing SCADA, CMMS, and historian systems, enabling reliability engineers to move beyond traditional condition monitoring toward truly data-driven maintenance strategies. What distinguishes Uptake from generic analytics platforms is its Asset Strategy Library (ASL), a curated repository of failure mode models built from years of working with some of the world’s largest industrial fleets, allowing customers to leverage pre-trained models that already encode deep domain knowledge. For plant managers, this translates into faster deployment, reduced mean time to repair, and measurable improvements in overall equipment effectiveness (OEE) across entire asset fleets.