Datastrato Launches Apache Gravitino Metadata Lake

Datastrato released Apache Gravitino, an open-source, geo-distributed federated metadata lake tailored for multimodal, multi-engine AI workloads, and graduated as an Apache Top-Level Project in June. Version 1.1.0 shipped in December and Gravitino joined the Agentic AI Foundation in early 2026. The project aims to unify catalogs, improve metadata governance across Spark, Trino, Ray, and multi-cloud environments, and enable engine-friendly metadata for AI agents.
Key Points
- 1Introduces Apache Gravitino, a geo-distributed federated metadata lake that graduated as Apache TLP in June.
- 2Addresses siloed, inconsistent metadata across Spark, Trino, Ray and multi-cloud environments to improve governance.
- 3Enables engine-friendly, unified catalogs for multimodal AI agents, simplifying access, security, and distributed training.
Scoring Rationale
Official Apache graduation and clear practitioner utility drive score, but the update mainly advances infrastructure rather than groundbreaking capability.
Sources
Primary source and supporting public references used for this report.
Practice with real Ad Tech data
90 SQL & Python problems · 15 industry datasets
250 free problems · No credit card
See all Ad Tech problems

