These databases managed "CRUD" data; that is create, read, update and delete operations prompted by human interactions with the application. Humans consumed the data. This has changed. Now, automated pipelines feed data directly into software enabled business processes. Our data has come to look a lot more like a production dependency, but our databases do not reflect this reality.