WISDOMENGINE

Computer software platforms, downloadable, for the acquisition, aggregation, normalization, storage, validation, contextualization, statistical evaluation and machine-learning-based inference of high-frequency data streams originating from industrial equipment, production lines and distributed sensing networks; Computer software platforms, downloadable, for configuring edge gateways, managing historian databases, cleaning and feature-engineering time-series data, training and deploying predictive models, triggering alarms, and rendering interactive dashboards, trend charts, control-room human-machine interfaces, and mobile key performance indicator reports; Computer software platforms, downloadable, for constructing physics-based and hybrid data-driven digital twins of physical assets, authoring 'what-if' simulations, executing Monte Carlo scenario analyses, and exporting optimization set-points to distributed control systems; Computer software platforms, downloadable, for integrating the aforementioned functionalities into manufacturing execution systems (MES), computerized maintenance management systems (CMMS), supervisory control and data acquisition (SCADA) systems, enterprise resource planning (ERP) systems, and cloud-based Internet of Things (IoT) platforms

Software as a service (SAAS) services featuring software for use by others for ingesting, curating, analyzing, and managing operational-technology and information-technology data from industrial environments; Software as a service (SAAS) services featuring software for generating asset-health indices, predictive maintenance recommendations, and process-optimization outputs; Software as a service (SAAS) services featuring software for building and deploying digital twin models and reinforcement-learning controllers; Software as a service (SAAS) services featuring software for orchestrating batch and real-time analytics pipelines; Software as a service (SAAS) services featuring software for presenting results via dashboards, mobile applications, APIs, and automated notifications in the field of industrial operations and manufacturing process optimization.