Software as a service (SAAS) services, namely, software for use by others for data observability to monitor data inflow in the nature of data quality monitoring, namely, to monitor the quality of data pipelines to make sure that data is up-to-date and complete, and to verify the legitimacy, trustworthiness, and accuracy of inbound data in order to avoid data downtime, all through data management of data warehouses, data lakes, business intelligence tools, and other data assets to avoid broken data pipelines, missing data, inaccurate dashboards, and data that suffers from quality issues; SaaS (Software as a Service) services featuring dashboard and data visualization services for providing insight into operational performance of businesses; Electronic data storage; data warehousing; Software as a service (SaaS) for analyzing and reporting data providing operational insights for businesses; Software engineering services for data processing; data mining; predictive analytics; data modeling; data synchronization; Providing temporary use of online, non-downloadable computer software for third party businesses for enabling and facilitating business operations; Software as a Service (SaaS) services featuring software for the analysis of data, statistical data and performance data; Software as a Service (SaaS) services featuring artificial intelligence and machine learning software for data mining, data processing and data analysis to generate actionable insights and assist in decision-making processes; Software as a Service (SaaS) services featuring software that automatically collects and displays real time data and performance information in a web based application accessible on mobile and desktop devices; Software as a service (SAAS) services featuring software for managing cloud-based storage, data security, auditing computer software and configuration management, and analyzing performance data of computer software and cloud-based storage; Software as a service (SAAS) services featuring software using artificial intelligence for observability of cloud-based storage, namely generating analytics on anomalous events; Platform as a service (PAAS) featuring computer software for authentication, authorization, networking, and observability of cloud computing IT and application systems