Only 4% of organizations have fully aligned operating models to support their strategic goals. AI is now the strongest driver of operating model redesign, cited by nearly 70% of executives.

Enterprise data systems now sit beside ranking, inference and decision pipelines that influence what users see, interact with, and act on. At scale, these systems often remain operational while ...