How tech industry leaders put AI to work

End the architectural tax

Your stack was built when analytics was the output. It breaks when AI features are the product — data arrives hours late, pilots stall and teams wait behind analyst queues.

This executive brief distills lessons from hundreds of Databricks deployments into a playbook for shipping production-grade AI on one governed foundation.

You’ll learn how:

• Lakebase runs transactional Postgres directly on the lakehouse — no ETL, no sync delays
• Genie lets any team query telemetry in natural language, ending the ticket backlog
• Agent Bricks powers governed, stateful agentic workflows beyond prototypes
• Superhuman cut ML delivery up to 6x
• Atlassian reduced ingestion costs up to 80%