Introducing ai_decide: make fast decisions on your governed data
Databricks ships ai_decide: LLM decisions on governed data, built into the lakehouse.
Why it matters
A new Databricks AI Function lets teams make fast LLM-based decisions directly on Unity Catalog–governed data without moving it. For practitioners: integration point between decision logic and data governance; actionable if you're already in Databricks and need deterministic or probabilistic decision endpoints.
The key facts
16 to knowNew Databricks AI Function: ai_decide
Operates on governed data in Databricks lakehouse
Integrates with Unity Catalog governance layer
Use case: fast decision-making at scale on structured data
Status: launched (GA implied by blog announcement language)
No pricing, quota limits, or regional availability disclosed
No independent benchmarks or deployment outcomes cited
Product: Databricks ai_decide AI Function (new, launch date Sep 30 2026)
Use case: Fast decisions on governed data
Integration: Databricks lakehouse native
Status: Launched (GA assumed from 'introducing' tone, but not explicitly stated)
Pricing: Not disclosed
Model/LLM details: Not disclosed in title/URL summary
Deployment scope: Not specified
Performance metrics: Not provided
Governance layer: Mentioned ('governed data') but implementation details absent
Go to the source
Databricksdatabricks.com
Publisher excerpt: Today, we’re launching a new Databricks AI Function ai_decide that makes fast decisions...