The oil and gas industry continues to be a slow adopter of digitization and digitalization, even though it is critical for the industry. To accelerate the digital maturity, the industry really needs to co-innovate data driven augmented solutions, to reduce the capital waste, and data waste. Leveraging mature emerging big data technologies and scalable data science  is essential to generate exponential value. In this talk, I will highlight
•    the blockers for accelerating digital maturity
•    the exponential value created so far using multivariate, multi-dimensional complex historical and real-time data in the industry 
•    the success roadmap that has worked with our co-innovating partners around the world