Introduction The race to become AI-driven is no longer about experimentation—it’s about execution at scale. Enterprises are rapidly investing in modern data ecosystems, but a fundamental question remains: which are the best AI data platforms to power this transformation? Traditional data warehouses and fragmented analytics stacks are no longer sufficient. Today’s enterprises require platforms that unify data ingestion, transformation, governance, real-time analytics, and AI model