To get tangible value from AI, businesses should start where data and scale overlap like automating predictions, personalising customer experiences, and detecting anomalies. Begin with a small, high-impact pilot (churn modelling or dynamic pricing), track ROI with clear metrics (cost savings, conversion lift), then scale incrementally. Overselling AI fails measured steps with real outcomes win.