If there is one thing the last year has shown me in my global travels and work, it’s this: now is the time for CDOs to determine their grand vision for artificial intelligence and machine learning and how it will shape their business strategy. Why? Because the robots are not coming. Right now, businesses are already leveraging the cognitive abilities of self-learning and self-correcting, software-driven robots. Their arrival is not a few years or months down the road. They are already in the workplace and in our lives. For businesses to compete, now is the critical moment to both explore how AI and machine learning can take their business to the next digital level and build a plan of action.