The Bystander Effect of Data Quality Issues

It's so important to for any any organization to have clear ownership for for data. That drives accountability associated with issues in that data. A product manager of the shopper app should feel a high degree of ownership for the quality of the data they're producing. And you know, most systems, most sets of data get introduced into their system and go unnoticed indefinitely.