organizing isolated teams to work on collaborative project in large enterprises is not easy

Yeah. Collaboration is hard. And valuable. To put it another way, data science in isolation has no value; data science in active collaborative use has value. This is a rephrasing of the old axiom: data at rest has no value; data in use has value.