Informatica Data Integration & Engineering is a robust software solution designed to streamline data integration and engineering processes. It empowers organizations to manage, transform, and analyze large-scale, diverse datasets efficiently, enabling data-driven decision-making and operational excellence..

Databricks is a unified data and artificial intelligence platform that combines data science, machine learning, and advanced analytics capabilities in a single environment. Its approach is based on Lakehouse architecture, which combines the flexibility of a data lake (unstructured data) with the efficiency of a data warehouse (structured data)...

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.