TIBCO Success Story: OAG Analytics OAG Analytics, a Texas-based software company that accelerates collaboration between domain experts and data scientists, solved the problem of modeling production for oil and gas wells and basins. OAG’s solutions uniquely combine reservoir physics, machine learning (ML), and data visualization software to deliver transparent and interpretable hybrid ML models. This has automated the well spacing process for multiple operators, five times faster and at one 10th the cost of an internal effort. Addressing well spacing Determining well designs and spacing between wells is both extremely complex and a huge opportunity. Until OAG’s hybrid ML innovation, neither physics alone nor ML alone materially improved pre-drill production predictability. Acros

Join for free to read