Downloadable software platform for use in data science, asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; downloadable computer software for collecting and distributing data within computer networks including the internet, and enabling data communication among application programs consumer devices and industrial devices all to, namely, allow users to aggregate, standardize, model, and analyze data from their industrial, manufacturing equipment, machines and infrastructure; downloadable computer software for information management, data collection and data analysis in the fields of asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; downloadable computer software for electronic monitoring and reporting of physical properties of an industrial asset, namely, equipment metadata, machines metadata and infrastructure metadata but not to include facilities using computers and sensors; downloadable computer software for data mining; downloadable computer software for data automation, namely metadata, and collection, namely metadata, service using proprietary software to evaluate, analyze and collect service data namely metadata; downloadable software for machine learning; downloadable software for forecasting, predicting, and monitoring equipment failures; downloadable computer software for monitoring of the operation, health, and performance and displaying the information in a user interface, thus providing real-time integrated business management intelligence to the user; all of the foregoing not including facility management software for control of building systems, control devices and functions, security monitoring and facility management and operation.

Software as a service (SAAS) services featuring software for use in data science, asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; cloud computing featuring software for use in asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; providing temporary use of on-line non-downloadable cloud computing software for use in asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; data automation and collection service using proprietary software to evaluate, analyze and collect service data; providing on-line non-downloadable software for use in connection with any one or more of the previously named services; providing on-line non-downloadable software for use in repair or maintenance of industrial assets, namely, for analyzing metadata for use in repair or maintenance, not to include facilities; providing on-line non-downloadable software for use in industrial analytics; providing on-line non-downloadable software for use in industrial modeling; providing on-line non-downloadable software for use in monitoring of computer systems all to, namely, allow users to aggregate, standardize, model, and analyze data, namely industrial metadata, from their industrial, manufacturing equipment, machines and infrastructure for security purposes; providing on-line non-downloadable software for use to store and analyze time series data from commercial processes; installation, maintenance, repair, and configuration of software for machine learning; installation, maintenance, repair, and configuration of software for forecasting, predicting, and monitoring equipment failures; software as a service (SAAS) services featuring software for machine learning, and data science software as a service (SAAS) services featuring software for forecasting, predicting, and monitoring equipment failures; software as a service (SAAS) services featuring software for providing descriptive analytics, diagnostic analytics, predictive analytics, prescriptive analytics and analytics against data; providing online non-downloadable software platform for use in data science, asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes, namely metadata associated with industrial operations processes; providing online non-downloadable computer software for collecting and distributing data within computer networks, including the internet, and enabling data communication among application programs, consumer devices and industrial devices all to, namely, allow users to aggregate, standardize, model, and analyze data, namely industrial metadata from their industrial, manufacturing equipment, machines and infrastructure; providing online non-downloadable computer software for information management, data collection and data analysis in the fields of asset optimization, industrial automation, machine diagnostics, and optimization of industrial, manufacturing and infrastructure management processes; providing online non-downloadable computer software for electronic monitoring and reporting of physical properties of an industrial asset, namely, equipment, machines and infrastructure, namely associated metadata, but not to include facilities using computers and sensors; providing online non-downloadable computer software for data mining; providing online non-downloadable computer software for data automation and collection service using proprietary software to evaluate, analyze and collect service data; providing online non-downloadable computer software for use in repair or maintenance of industrial assets namely, for analyzing metadata for use in repair or maintenance; providing online non-downloadable computer software for use in industrial modeling computer software for monitoring of computer systems all to, namely, allow users to aggregate, standardize, model, and analyze data, namely associated metadata from their industrial, manufacturing equipment, machines and infrastructure; providing online non-downloadable software for machine learning; providing online non-downloadable software for forecasting, predicting, and monitoring equipment failures; providing online non-downloadable computer software for monitoring of the operation, health, and performance and displaying the information in a user interface, thus providing real-time integrated business management intelligence to the user; all of the foregoing not including facility management software for control of building systems, control devices and functions, security monitoring and facility management and operation.