# \#llm-token

**URL:** https://community.cdata.com/tag/llm-token/872.md

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## [How Derived Views in Connect AI Reduce LLM Token Usage](https://community.cdata.com/t/how-derived-views-in-connect-ai-reduce-llm-token-usage/1256)

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**Author:** [@Cameron\_L](https://community.cdata.com/u/Cameron_L)\
**Replies:** 0\
**Last updated:** [December 23, 2025, 7:24pm UTC](https://community.cdata.com/t/how-derived-views-in-connect-ai-reduce-llm-token-usage/1256 "2025-12-23T19:24:20Z")

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AI-driven analytics can be slow and costly when LLMs repeatedly rebuild schemas and relationships across multiple data sources. Derived Views with CData Connect AI eliminate that overhead, reducing token usage while maki…