Most manufacturers agree that digital transformation is necessary to remain competitive today and thrive tomorrow. Many large companies have already begun initiatives. But, when asked to quantify the impact of those initiatives on the bottom line, they often come up short.

What is it about running in and saving the day, like in old Westerns, that individuals and companies enjoy? We may say that we would rather not have such drama on the shop floor, but all too often we set ourselves up for it in the end.