Roi

AI tool ROI is easiest to measure when you stop asking whether a tool is impressive and start asking whether a workflow improved. The workflow is where value becomes visible. A tool can look useful in a demo and still fail in daily work. It may save time for one person but add review work for another. It may increase output volume but reduce quality. It may be popular with users but expensive at scale. Measuring ROI helps separate useful adoption from AI activity that only looks productive. ...