Azure Data Factory (ADF) is a cloud-based data integration service developed by Microsoft. It enables businesses to orchestrate, automate, and transform data workflows across diverse sources, providing a powerful solution for ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) processes..

Power BI is Microsoft's solution for data analysis, which falls into the category of self-service Business Intelligence. It is suitable for the business user who wants to perform their own analyses, independently of the IT department, and share them with other members of the organization...

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.