Databricks provides a unified data, analytics, and AI platform (the 'lakehouse') that lets enterprises store, process, and build AI/ML models on their data.

Hydra Host runs an asset-light neocloud that turns independent data centers into commercial AI compute providers, brokering bare-metal GPU capacity for AI labs.