Microsoft SQL Server is Microsoft's classic relational database management system (RDBMS) and one of the best-selling databases on the market.

The database runs in server mode, but can only be installed on Windows servers, providing data and structure access and manipulation services, which can be used from client applications or tools such as SQL Server Management Studio, SQLCmd, or third-party tools that can use connectors such as ODBC, ADO.NET or OLE-DB to execute TSQL commands on SQL Server...

Oracle Cloud Infrastructure Data Integration is a cloud-based data integration solution that enables seamless data movement between Oracle Cloud Infrastructure and other cloud services, such as Amazon Web Services (AWS). It offers businesses the ability to leverage the scalability and elasticity of the cloud while integrating their existing on-premise resources. This facilitates migration of applications and workloads between environments without requiring complete redevelopment..

Google Vertex AI is Google Cloud's unified AI and machine learning platform that centralizes the entire model lifecycle—from data preparation to deployment and monitoring—with native integration to services such as BigQuery and Dataproc. Its greatest strength is combining scalability, advanced MLOps, and support for both AutoML and generative models, which accelerates data science and advanced analytics projects.