Comment by bigmutant

Agree, Data Quality in-the-wild is a huge concern. I've led efforts to establish Lineage/Quality in large orgs and doing this after-the-fact is a massive undertaking. Having this "up-front" before all the data pipelines (origination, transformation, pre-processing) calcify saves a lot of headache down the road.