Featured articles from eminent experts

Traditional ROI is backward-looking; it measures what has already been realized. This approach falls short when applied to AI, where ROI is more about how fast the organization learns, adapts, and scales value through new capabilities.

For organizations looking to move beyond pilot paralysis, their surest escape lies in transforming policy and governance from red tape into a bridge that connects AI experimentation with undeniable business value.