TL;DR: An AI execution layer for manufacturing is replacing the old idea of an ERP-centered operating model. The shift matters because plants do not win by adding another copilot panel to SAP or Oracle. They win by putting governed AI workflows above ERP: close to MES, quality, m

TL;DR: On-prem AI agents for manufacturing are replacing rigid ERP workflow layers because plants need faster exception handling, tighter data control, and systems that can act across MES, quality, maintenance, procurement, and finance without shipping operational logic into a ve

TL;DR: On-prem AI agents for manufacturing are replacing rigid ERP workflow layers because plants need faster exception handling, tighter data control, and systems that can act across MES, quality, maintenance, and finance without shipping operational logic into a vendor black bo