When engineering teams calculate test automation ROI, they almost always start with time saved on manual testing. That number is real. It's also incomplete, and in many cases it's the smaller half of the actual return.
The New Pace of Software Delivery Software teams today operate in an era defined by rapid iteration and constant feature releases. High-velocity CI/CD pipelines have become the standard for delivering updates efficiently, but speed alone is not enough.