> For the complete documentation index, see [llms.txt](https://ling-5.gitbook.io/usdlinai-whitepaper/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://ling-5.gitbook.io/usdlinai-whitepaper/how-it-works.md).

# How it works

**Step 1: Record Your Audio** - Users record their speech or conversation in their target language using our intuitive interface.

<br>

**Step 2: AI Analysis** - Our AI algorithms analyse the audio input, identifying pronunciation and grammar errors with precision.

<br>

**Step 3: Personalized Feedback** - Users receive instant feedback on their pronunciation, intonation, and grammar, along with tailored recommendations for improvement.

<br>

**Step 4: Practise and Progress** - Users can practise their language skills with interactive exercises, track their progress over time, and receive ongoing support from our community and language experts.

<br>


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://ling-5.gitbook.io/usdlinai-whitepaper/how-it-works.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.