Databricks launches ai_decide, a sub-second structured decision AI function cheaper than LLMs
matei_zaharia · x · 2026-10-02
Databricks has introduced aidecide, a new AI Function built for fast, structured decision-making over governed data. It classifies, scores, and picks next actions in a fraction of a second, with lower latency and cost than running an LLM on similar tasks.
Intended use cases include model routing, document processing, agent evaluations, and real-time application logic. The announcement was amplified by Matei Zaharia, positioning aidecide as a way to carve the "decision" portion of AI workloads out of general-purpose LLM calls.
Related event: Databricks Launches ai_decide for Millisecond-Level Structured Decisions(2 posts)→
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