
From Alerts to Actions: The Real Gap in Industrial AI
Factories do not usually fail because they lack alerts. In many industrial environments, the opposite is closer to reality. Operators

Factories do not usually fail because they lack alerts. In many industrial environments, the opposite is closer to reality. Operators

There is a version of Lean that looks convincing during visits. The 5S boards are updated. The floor markings are

Many factories have more dashboards than ever. Screens in meeting rooms. OEE views on production boards. Maintenance backlogs visualized in

Many factories still describe MES as a system for production reporting. That definition is too narrow. A traditional MES can

Standard processes usually appear strong when the factory is calm. They are visible in procedures, process maps, training documents, ERP

Availability is one of the most widely used indicators in industrial operations. It is simple, visible, and easy to connect