Data migration services; providing online non downloadable computer programs for data migration; technical support services, namely, migration of datacenter, server and database applications; Data migration services for migrating or moving data including migrating electronic data, automation tools; professional services for streamlining a path of moving databases under different scenarios in the nature of upgrading enterprise computer systems by upgrading the corresponding computer software, in the field of migration of existing traditional databases to in-memory computing platforms that accelerate business processes, deliver more business intelligence, and simplify IT environments; platforms and methods that integrate existing systems, applications and products processes and/or tools focused on migration services, namely, data validation and application upgrade utilizing machine learning to continuously improve migration execution and provide automatic error identification and correction, and providing a content rich project management console for end-to-end project visibility that helps take the time, cost and risk data conversions