Gartner’s latest research shows a major gap between soaring AI adoption and actual financial ROI. Most AI fails because it isn’t integrated into workflows, relies on poor data, stays stuck in pilots, or lacks change management. Real value comes from strong integration layers, measurable business metrics, quality data, and adoption-focused rollout.