I've noticed over and over again at various jobs that people underestimate the benefit of speed, because they imagine doing the same workflow faster rather than doing a different workflow.

For example, if you're running experiments in one big batch overnight, making that faster doesn't seem very helpful. But with a big enough improvement, you can now run several batches of experiments during the day, which is much more productive.