"Our system sucks" is one of the most common complaints in manufacturing operations. Most of the time, the system isn't the first problem. The system may genuinely need to change — but if the data, process ownership, inventory discipline,…

A plant manager once showed us a new AI forecasting dashboard — beautiful charts, confident numbers. Then we asked where the inventory data came from. Three different spreadsheets, two people who usually kept them updated, and a bill of materials…

Most leadership teams are making decisions off numbers they don't fully trust. They just don't say it out loud. Revenue looks right, inventory feels off, margins are close enough — everyone nods and moves forward anyway, because stopping to…

Our first manufacturing system ran on a mainframe connected to a handful of dumb terminals — sturdy, built to take a beating, but hard on the hands after a long shift at the keyboard. Inventory movements weren't entered in real time. They…