Introduction
AI adoption is accelerating across industries, yet relatively few organizations have operationalized AI at scale. Studies show that while over 70% of companies have implemented AI in at least one function, only about 11% have succeeded in scaling AI broadly. The difference between success and failure often comes down to data readiness: even …