Chris Whitaker is the Managing Director for ABeam LightStream Analytics. He speaks with experience from advising clients on pragmatic data and analytics solutions for almost 15 years in Singapore and SE Asia. The LightStream team focuses on solving business problems with technology, that can actually work, within the complex reality of corporate IT environments. LightStream Analytics was founded by Chris Whitaker in Singapore and is now part of the Japan based ABeam Consulting group, which has approximately 6000 consultants across Asia. ABeam enables digital transformation through AI, big data, analytics, and ERP domain experts.