> ## Documentation Index
> Fetch the complete documentation index at: https://docs.hunch.dev/llms.txt
> Use this file to discover all available pages before exploring further.

# Unstructured Data Analysis

> How to analyze textual data at scale

Hunch can extract structured insights from unstructured text data like meeting notes, feedback surveys, and support conversations.

## Requirements

Connect your OpenAI account via the [integrations page](https://app.hunch.dev/settings/integrations) to use this feature. Additional providers will be available in the near future.

## How it works

1. Query your unstructured data (files or database text columns)
2. Hunch sends the text to OpenAI with a structured output prompt
3. OpenAI returns structured data based on your analysis request
4. Visualize the results with charts and data apps

## Example

This demo shows extracting feature request topics and urgency levels from meeting transcripts.

<iframe src="https://www.veed.io/embed/eb27252d-55c2-4abb-b639-006ae3fe9018?watermark=0&color=&sharing=0&title=0&autoplay=1" width="744" height="419" frameborder="0" title="Feature requests topic analysis" webkitallowfullscreen mozallowfullscreen allowfullscreen />