For decades, enterprise transformation followed a familiar playbook. Digitize processes. Move to the cloud. Standardize operations. Then optimize them over time.

Those investments are critical. But they weren’t the finish line. They were the foundation. And today, they’re paying off in new ways as organizations adopt AI to drive measurable business outcomes.

But there’s another part of that foundation which is becoming just as important: data. The organizations best positioned to compound their value from AI are those that have invested in data foundations that give AI the trusted business context it needs to reason, recommend, and act.

Now, in conversations with customers across the Americas and around the world, I’m seeing a new pattern emerge. The discussion is shifting from where AI can be applied to what happens when intelligence becomes embedded into the core of how the business operates.

While every transformation is different, three common shifts keep coming up.