Aligning AI Ambition with Measurable Outcomes
The Growing Gap Between AI Investment and Business Outcomes Every boardroom conversation lately circles back to the same question: “When will we see real returns from our AI investments?” It’s a fair question, and increasingly, an urgent one. Here’s what’s happening: Businesses are pouring resources into AI initiatives, building centers of excellence, hiring data scientists, and launching pilot after pilot. But when the quarterly reviews come around, the ROI story gets blurry. The disconnect between AI ambition and business impact has become one of the defining challenges of this technology wave. The Reality Check Technology performance isn’t the bottleneck. What we’re seeing across enterprise clients is a more fundamental challenge: AI is being approached as an experimental function rather than a business-critical capability. Across the industry, ownership of AI remains fragmented. Innovation teams build models, data teams manage pipelines, and business leaders remain one step r...