How do I measure automation success in numbers? — answered by Engineer Saeed Baatiah
Record three numbers before starting and compare after two months: end-to-end time for the process, errors or reworked cases per month, and cases handled per month. The fourth number everyone forgets: the share of runs that failed and needed manual intervention. If that share exceeds ten percent, the automation needs tuning, because repeated intervention eats the entire saving.