Best Spark AI tools

Hopsworks is a real-time AI Lakehouse and the industry's most advanced Feature Store. It's designed for MLOps, unifying data and compute to build and operate reliable, real-time AI systems. It supports any framework, cloud, or on-premises environment, enabling faster model development and significant cost reduction.

Granica is an AI-powered data infrastructure platform that provides self-optimizing, lossless compression for petabyte-scale data lakes. It dramatically reduces cloud storage and compute costs while accelerating query performance across platforms like Snowflake, Databricks, Spark, and more.