Actifio: (CDM) copy data management tools. Data Virtuality:(Great Cashing capabilities) allows access data in real time no matter where is located. Atscale: an intelligent data virtualization solution (appropriate for users in AI-BI). Denodo: data warehouse, data virtualization in cloud’s environment. IBM Cloud Pack for Data: Data Virtualization, quickly view all the enterprise’s data. Informatica PowerCenter: is an ETL tool. Lyftron: Lyftrondata eliminates the time spent by engineers building data pipelines manually. Oracle Data Service Integrator: federated data services for single views of disparate information. Snowflake: supports both transformation during (ETL) or after loading (ELT).