The circular chart example given for Machine Learning is virtually identical to a cycle of continuous improvement in a service or manufacturing operation, except for one little detail,

with Continuous Improvement you don't want the minimum viable product, you want the Maximum Viable Product.

Seems like a machine learning outfit would really benefit from a leader who is smarter to begin with, a better learner, and already more skilled in the task that you want the machine to do.