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.

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..

Tableau is a business intelligence platform focused on transforming complex data into interactive visualizations and intuitive dashboards.
The tool facilitates the connection to multiple sources of information, interactive analysis and communication of strategic insights, allowing users at different levels to extract value in real time without relying exclusively on traditional processes.