Empiricism is built by 3 pillars, Transparency, Inspection and Adaption. People used to talk about how to inspect and adapt, but did not stress on transparency. It likes you can't stand on the three-legged table while it lost one leg.
Transparency is important! No transparency, no data. How do we inspect and adapt? How do we have continuous improvement? It like walking in the darkness.