Automation may run thousands of times and still fail to create the expected value. Processed volume is technical evidence; operational results require comparison with the previous process.
Cycle time, work hours, errors, rework, capacity, lead time and adoption create a defensible baseline.
Measurement continues after go-live. Stability and real use determine whether the solution became part of the operation or was merely delivered.