// AI news · 2026-11-03 · Snowflake Blog
Snowflake Launches Data-Grounded AI Agent Capabilities at Expedition 2026
Snowflake launches data-grounded AI agent capabilities at Expedition 2026, enabling agents to operate on governed business data with proper context, permissions, and audit trails.
Published 2026-11-03 21:57 (Beijing time)Source Snowflake BlogAuto-summarised, fact-checked against source
01Summary
Features include automatic context building via Cortex Sense, analytical document search with row-level access control, improved retrieval via Arctic Embed 3S, and fine-tuning of open-weight models like Qwen and DeepSeek through Cortex Training.
Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.
02Key points
- Agents operate on governed data with authoritative definitions and permissions.
- Cortex Sense auto-builds context from existing schemas and business logic.
- Analytical Search enables trend analysis across unstructured documents with access control.
- Cortex Training allows fine-tuning of open-weight models at lower cost than competitors.
03Source
Build Faster, Work Smarter with AI Agents and Apps Grounded in Data | Snowflake
Snowflake Blog · published 2026-11-03 21:57 Beijing time
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