Beyond the Pilot: How to Measure Real AI ROI in Production — illustration
Industry Trends

Beyond the Pilot: How to Measure Real AI ROI in Production

Generative AI pilots often look successful, but scaling them frequently leads to disappointment when production costs and adoption realities appear. This article outlines a rigorous framework for measuring ROI by focusing on workflows rather than isolated tools.