AI is an integral part of many exciting business and consumer tools such as speech recognition, semantic search, recommendation systems, machine translation, and 3D sensing in consumer gaming. The AI Lab Affiliates Program brings all of these efforts together and provides a structure for industry to engage effectively. The affiliates program represents a new era of close engagement with a small number of major companies. It supports corporate interaction through organized retreats, an Advisory Board, and informal interactions. The goal is bidirectional transfer of knowledge and excitement.