How To Properly Integrate Machine Learning Into Your Enterprise Articles Chief Technology Officer

Standalone- This is when the data team is separate from the rest of the decision-making group. The relationship is much more transactional and less visible. Execs approach data teams with a specific task and they prepare it accordingly. However, it is a very ad-hoc process so there can be big communication gaps. Embedded- This, on the other hand, is a much more collaborative affair with deep visibility throughout.