Perspectives on global technology and transformation.

How global enterprises are operationalizing AI beyond the pilot stage

Most enterprise AI programs stall in the same place: a promising pilot that never becomes a production system. The gap usually isn't the model — it's the governance, data infrastructure, and change management that never got built alongside it.