Databricks technology like Unity Catalog and Unity Gateway give you one place to see and control what every agent, model and user can access, plus real-time visibility into cost and usage. Nothing runs outside your governance.

Databricks runs on open infrastructure and open data formats, across any cloud, any model and any data. You keep ownership of your data, so you can change tools, models or vendors later without rebuilding your pipelines or governance from scratch.

Databricks customers have realized more than $100 billion in value from data and AI initiatives, from Mastercard cutting months of engineering work down to 14 days on real-time fraud detection to adidas reducing analysis costs by over 90%. Returns come fastest when AI is grounded in real business context, not bolted on afterward.

A chatbot layered on top of disconnected systems still lacks context, so it gives generic answers and can’t act. The Databricks Data + AI Platform unifies your data, governance and AI in one foundation, so agents can reason over your actual business and take action, not just answer questions.

Runaway token spend usually comes from a lack of visibility, not overuse itself. Databricks Unity Gateway offers you a single control point to set budgets and rate limits, route each request to the most cost-efficient model, and see token spend by team, agent or use case in real time, so cost scales with value, not with usage you can’t see.

Most executive teams start with a working session to map AI use cases to your existing data and governance, typically followed by a scoped pilot within weeks, not quarters. Talk to an Executive Advisor to build a plan tailored to your organization.