Insights · Strategy
How to measure AI ROI without confusing time with money
Time saved becomes a business result only when the company knows how to use that capacity.
Start with a baseline
Record volume, handling time, rework and quality before implementation. Compare equivalent periods and document changes in demand.
Include the full cost
Account for implementation, integration, licenses, model usage, human review and maintenance. ROI = (realized financial benefit − total cost) ÷ total cost. Released capacity is not cash savings when spending remains unchanged.
Measure operational change
Track cycle time, errors, capacity utilization and cost per delivery. Serving more demand with the same resources creates capacity; revenue still depends on demand and conversion.
Decide before expanding
Agree on criteria to continue, improve or stop with leadership. A useful pilot may demonstrate that a particular automation is not worth scaling.