Software as a service (SAAS) services featuring software for representing, visualizing and analyzing an asset, such as subsurface, pipelines, industrial equipment and any energy sources, modeling the asset, analyzing the asset, and predicting the asset's performance; Software as a service (SAAS) services featuring software for featuring digital replica (twin) of an asset and modeling the performance of that asset; Software as a service (SAAS) services featuring software for big data processing of an asset, analytics of an asset, and creation of new software workflows for data processing and analysis of an asset using complex multi-dimensional, multi-variate, scientific and operational data analysis, utilizing cloud and edge computing and machine learning models; Software as a service (SAAS) services featuring software for use in data management, data integration, data warehousing, data mining, data interpretation, data processing, data sharing, data collection, research of data, data queries, data visualization, data analysis and data governance; Software as a service (SAAS) services, namely, hosting software for use by others for use for managing the operation of applications and services in the field of asset modeling through a web operating system or portal interface