Software as a service (SAAS) services featuring software for data transformation, data integration, data connectivity, and data management; Software as a service (SAAS) services featuring software using artificial intelligence (AI) for automated data mapping, data transformation, and processing of structured, unstructured, and nested data formats; Providing temporary use of non-downloadable cloud-based software for creating, testing, deploying, and monitoring automated data transformation workflows; Providing subscription-based temporary use of non-downloadable cloud-based software for featuring a production engine for deterministic, automated, and repeatable processing of data in real time; Platform as a service (PAAS) featuring computer software platforms for data governance, data lineage tracking, exception management, and operational oversight of data transformation processes; Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence (AI) for generating and validating code for data transformation and data integration; Software as a service (SAAS) services featuring software for facilitating compliance with regulatory and industry data standards in the financial services industry