What Industry 4.0 Scale Actually Requires
A successful pilot proves that the technology can work. Scaling it requires something far more difficult: a dependable operating system of data, context, decisions, workflows, and standards that can survive different people, equipment, shifts, and plants.
The Automation Trap: When Technology Becomes a Substitute for Leadership
Automation can make broken work move faster, but it cannot fix the mindset, ownership, and leadership gaps that made the work broken in the first place.