Databricks gives 14,000 employees instant access to new AI models

Databricks now provides its 14,000 employees immediate, company-wide access to new frontier AI models as soon as they drop. The rollout happens through Databricks' internal Unity Gateway, which manages deployment, budgets, and usage tracking. After initial experimental access, Databricks assesses performance and costs, then decides whether to move models into full production. This approach caught teething issues in models like Opus 5.0 and helped avoid cost spikes from models like GPT Astra.

• All employees get new AI models on day one
• Unity Gateway coordinates access, cost, and governance
• Early access is limited by user budget
• Models become default only after real-world testing
• Approach flagged issues with Opus 5.0 and cut Astra costs