Enterprise One‑Platform Enables AI Pivot

Large legacy firms are standardizing decades of fragmented IT into single enterprise platforms so they can centralize and monetize proprietary operational data and rapidly integrate with cloud/AI infrastructure. These programs include mandatory retraining and staged rollouts and are often coupled to the company’s cloud/AI division. — If many incumbents follow, this will accelerate corporate data‑centric AI development, deepen vendor lock‑in, reshape labor needs (retraining, fewer bespoke IT roles), and force new debates about enterprise data governance and competition.