> ## Documentation Index
> Fetch the complete documentation index at: https://resources.latex-cloud-studio.com/llms.txt
> Use this file to discover all available pages before exploring further.

# AI Features

> AI-assisted workflows in LaTeX Cloud Studio, including error fixing, inline edits, and document-aware writing assistance.

<Warning>
  **Status:** Beta\
  **Last reviewed:** March 8, 2026\
  **Applies to:** Pro and AI-enabled workspaces\
  **Canonical workflow docs:** [Troubleshooting](/product/troubleshooting), [Editor & AI Assistance](/product/editor-and-ai-assistance)
</Warning>

LaTeX Cloud Studio includes AI-assisted workflows for debugging, editing, and writing support. These workflows are designed to stay inside the editor and preserve human review.

## Current AI Workflows

### AI-assisted error fixing

Use AI-assisted fixes when the compiler output is correct but hard to interpret quickly.

* explain common LaTeX failures in clearer language
* propose targeted fixes
* keep changes reviewable before you accept them

### Inline AI editing

Use inline AI when you want help with:

* rewriting prose while preserving LaTeX structure
* grammar and clarity improvements
* localized code-aware edits inside a document

### Document-aware assistance

The AI workflows are designed to preserve:

* citation keys
* LaTeX commands and environments
* mathematical content where rewriting would be unsafe

## Safety Model

<Info>
  AI suggestions are intended to be inspected, not blindly trusted. Treat them as proposed edits and recompile after each accepted change.
</Info>

* edits should be reviewable before final acceptance
* you remain responsible for the final source of truth
* recovery paths such as version history and export remain important for risky changes

## What Is Not Claimed Here

* no promise of fully autonomous end-to-end document writing
* no promise that every suggestion is production-ready without review
* no claim that every future AI workflow is already generally available

## Where To Go Next

<CardGroup cols={2}>
  <Card title="Troubleshooting" icon="triangle-exclamation" href="/product/troubleshooting">
    Use the product workflow for compiler failures, AI-assisted fixes, and rollback.
  </Card>

  <Card title="Editor & AI Assistance" icon="file-code" href="/product/editor-and-ai-assistance">
    See how AI fits into the broader editor workflow.
  </Card>
</CardGroup>