A very good article, but I think that there is a missing concept - which is organisational maturity. In a fully mature data driven organisation (like... errm Go

A very good article, but I think that there is a missing concept - which is organisational maturity. In a fully mature data driven organisation (like... errm Google I guess - reading Jeff Deans papers anyway) there is a well developed data fabric, polished processes for providing credentials and authority, right sized resourcing pools and also substantial diversity of specialisation coupled with experience and domain insight. Specialists can flourish and deliver value out of proportion to their costs. In other, less developed, organisations there's no chance this will happen and specialists will be left floundering looking for the setting in which they can do their thang.