Collaborating smoothly using data with our colleagues can be a challenge, but what about with external partners? Properly sharing insights and analytics is a challenge even today. Solomon has worked in some of the largest data environments wherein sharing and collaborating with external partners was critical to success, and has some useful insights on collaboration challenge history and what we do about it.