It is strange that companies invest so much into data analytics from BI to AI and yet data quality is rarely done with the same effort and diligence.

It is like buying an expensive car, park it in the street and decide not to insure it.

I also agree that it's the data scientist who should pay extra attention to data quality. It's her reputation on the line.