The following quote was obtained by the news editors from the background information supplied by the inventors: “Digitalization of workflows using machine learning and artificial intelligence increases productivity in the energy industry. A challenge is to gain efficiency through the advanced application of technology to efficiently put machine learning models into production and deliver tangible results. Tools may be difficult to use or lack the simplicity and usability to enable the deployment, monitoring, and operation of machine learning models. A challenge is to develop and operationalize machine learning models using a combination of data in energy and other industries.”