Industry Applications
Why Manufacturing AI Gets Stuck at the Pilot Stage—and the Fixes That Get It to Scale
Manufacturing AI often stalls at the pilot stage due to data silos, unclear strategies, and workforce readiness issues. Overcoming these requires treating data, strategy, and organizational change as an integrated program, focusing on cross-functional use cases and a phased adoption approach.
Rui Almeida·October 29, 2026
