Decades of embedded control systems, proprietary protocols, and on-premise data silos aren’t going away overnight. But leading manufacturers have found a smarter path — and it doesn’t require tearing out the factory floor.
How to Reduce Machine Downtime Using Real-Time OEE Dashboards
Every minute a machine sits idle, your plant is bleeding money. Unplanned downtime costs manufacturers an estimated $50 billion annually across industries — and yet, in most facilities we visit, the root causes are entirely preventable.
Discrete vs. Process Manufacturing Analytics: Why the Approach Isn’t the Same
There’s a conversation we have with nearly every new client that goes something like this: a plant manager from a pharmaceutical company calls us after sitting through a demo of an analytics platform built for an automotive OEM. “It looked impressive,” they say, “but none of it seemed to apply to us.” They’re right — and the reason goes deeper than software features. It comes down to a fundamental difference in how discrete and process manufacturing work, and therefore how analytics must be designed to deliver value in each.
After years of building analytics solutions across both manufacturing paradigms, we’ve learned that applying the wrong mental model is one of the most expensive mistakes an organization can make. This article explains why.
What Real ERP-to-Analytics Integration Looks Like — Beyond Standard Reports
Most manufacturers we talk to have the same story. They invested heavily in an ERP — SAP, Oracle, Infor, whatever the platform — and were told it would give them visibility into their operations.
