Source: SiliconANGLE
The shift from AI pilot projects to operational deployment reveals that technical capability is no longer the bottleneck—organizational readiness and human factors are. With 61% of industrial companies already deploying AI for productivity gains, the competitive advantage now belongs to those who can restructure workflows, retrain workforces, and build institutional trust around algorithmic decision-making, not those with the most sophisticated models. This inverts the typical tech industry narrative: the next wave of industrial winners will be defined by change management competence and cultural adaptation, not engineering prowess.