Predictive Maintenance in 2026: Most of What Works Is Not Prediction Two surveys published a year apart describe the same market. One says predictive maintenance adoption doubled. The other says it went backwards. Bot...
Total Site kWh Tells You Nothing: Getting to Energy Per Part on a CNC Fleet Your energy bill arrives once a month with one number on it. Your customers are starting to ask what a part costs to make, in kilowatt-hours...
Reading a Machine Is Not Commanding One: Your AI Agent Wants Write Access to the Plant Floor The demonstration always goes well. An agent watches a line. It notices that a spindle is drawing more current than it did o...
Micro-Stops: The Losses That Never Reach a Report The losses in your monthly report are the ones someone had time to write down. There is a whole class of loss that, by its nature, nobody ever has time to write down —...
One Cockpit, Not Four Portals: Getting a Single OEE Number Out of a Mixed CNC Fleet There is a specific kind of Monday morning that only happens in a contract machine shop. You have four machine-tool portals open. Eac...
Two Dates, Two Rights: What the EU Data Act Actually Gives a Machine Shop The quote arrives by email and it is for four thousand euros. A shop wants the cycle data off a machining centre it bought three years ago — no...
From thought leadership to platform capability: Pragmatos shows how IIoT, production, maintenance, and OT/IT integration come together in operations.
