# Why LLMs struggle with analytics

DevFeed: [Why LLMs struggle with analytics](<https://devfeed.tech/articles/why-llms-struggle-with-analytics-18773.md>)

Original publisher: [Read original article](<https://www.tinybird.co/blog/why-llms-struggle-with-analytics-and-how-we-fixed-that>)

Author: Jorge Sancha, Rafa Moreno

Published: 2025-07-21T10:00:00Z

Content type: article

Language: en

Sources: [Tinybird](<https://devfeed.tech/sources/tinybird.md>)

Topics: [Large Language Model](<https://devfeed.tech/topics/llm.md>), [data](<https://devfeed.tech/topics/data.md>), [Query (disambiguation)](<https://devfeed.tech/topics/query.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-x-data](<https://devfeed.tech/tags/ai-x-data.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [data](<https://devfeed.tech/tags/data.md>), [llms](<https://devfeed.tech/tags/llms.md>)

## AI overview

The article discusses why LLMs struggle with analytics and presents an approach that it says enables accurate data querying.

## Source excerpt

Why LLMs struggle with analytics and how we fixed that. AI can finally query data accurately. Here's the approach that works.