Software as a Service (SAAS) services featuring software for complex multi-dimensional, multi-variate, scientific and operational data analysis, utilizing cloud and edge computing, machine learning for big data management, indexed search methods, multi-dimensional visualization, implementation with role-based multi-user access control, data encryption, data pipelines, database management, data quality and governance and access to applications and services through a web operating system or por...