By the Machinery & Engineering Industries Federation (MEIF) Automation is no longer novel within Malaysia’s machinery and engineering (M&E) sector. Robotic welding cells, CNC upgrades, ERP platforms, machine vision systems, and warehouse automation are increasingly common across factories of varying scale. Yet a structural gap persists. While many firms have automated discrete processes, fewer have embedded those investments within an integrated capability framework. The dist