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Is AI Actually Saving Your Business Time? How to Measure the Return
28 October 2026·8 min read

Is AI Actually Saving Your Business Time? How to Measure the Return

Feeling faster is not the same as being faster: in a 2025 trial, developers were 19% slower with AI yet believed they were 20% faster. What to measure, a fair comparison, every cost to count, an illustrative calculation, and decision rules to set before the pilot.