AI powered drug development platforms are emerging inside R&D labs enabling experimental drug design to be accelerated by the power of AI. The ultimate goal is to move labs to a new state whereby AI drives experimentation, bringing us one step closer to truly personalized medicine. Lessons learned in these labs hold the possibility of new implementation patterns for AI across other industries.