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Client Story

March 23, 2026
4 min read

Reimagined Data Drives a Predictive Maintenance Success Story

A global equipment manufacturer spent years developing a proprietary predictive‑maintenance platform, but the solution couldn’t scale in production. It performed well in the lab yet failed to deliver reliable insights in variable field conditions, and its rigid design, requiring new hardware and software, made it unsustainable.
Even under normal conditions, creating a global supply chain capability from scratch is a complex and grueling endeavor. When a large U.S. retailer made a strategic decision to develop this ability — which included securing new overseas suppliers for tens of thousands of products, satisfying all customs requirements and creating a nationwide distribution capability — in less than six months, the clock began to tick…
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