Incredible risk and disruption is driving the need for companies to adapt and drive transformational and change efforts.  However, the track record and return on these investments are horrible.  Al will posit five specific reasons why these efforts fail with references to and examples from the topics being discussed at this conference (big data, machine learning, AI or analytics efforts) – with a goal for attendees to learn how to avoid these issues with the right approach.