The Dallas Federal Reserve predicts the oil and gas sector to cut capital spending by 15% in 2020, causing a surge of efficiency and overall industry consolidation by 2021. To combat this low-cost crude, Brian Sallade, CEO, Kinsmen Group suggests transforming major oil, gas, and utility companies through the adaptation of artificial intelligence and machine learning technologies. Under the digital transformation umbrella, digital twin technology improves operational insights, saves customers money, and gains them a competitive edge. A digital twin is a virtual or digital representation of a physical asset, article, or manufacturing practice.