Your question is Upgrade From In-House Recs. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
How would you approach an enterprise retail account that is currently using a basic, in-house built recommendation system?