We're now entering the 3rd round of e-commerce wars and the battle will be won based on extreme personalization: true, 1:1 relationships with every consumer. The only way to get here is to use artificial intelligence to scale 1:1 relationships. Amazon and Kahuna customer TickPick are doing this today and seeing results.