> ## Documentation Index
> Fetch the complete documentation index at: https://lightdash-mintlify-cccf65ca.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# AI agents

> No code, no complex tools, just type what you want to know. AI Agents use your saved dashboards and the metrics you've defined in Lightdash semantic layer, so your whole team can find answers faster.

<Info>
  AI agents are available as an add-on for all plans. [View pricing](https://www.lightdash.com/pricing)
</Info>

AI agents automatically select the most relevant data models and metrics to answer your questions, build and execute queries with appropriate dimensions, metrics, and filters, and present results in the most insightful format.

<Note>
  Looking for [**Autopilot**](/guides/ai-agents/autopilot)? Autopilot is a separate, admin-only agent that runs on a schedule to keep your project clean — fixing broken charts, flagging stale content, and suggesting new ones. It is not used to build charts or dashboards from user questions like the conversational AI agents described on this page.
</Note>

## What you'll learn

This guide covers everything you need to know about AI agents in Lightdash:

<CardGroup cols={2}>
  <Card title="Getting started" icon="rocket" horizontal href="/guides/ai-agents/getting-started" />

  <Card title="Using AI agents" icon="comment" horizontal href="/guides/ai-agents/using-ai-agents" />

  <Card title="AI Router" icon="route" horizontal href="/guides/ai-agents/ai-router" />

  <Card title="Agent memory" icon="brain" horizontal href="/guides/ai-agents/agent-memory" />

  <Card title="Reviews (Beta)" icon="clipboard-list-check" horizontal href="/guides/ai-agents/reviews" />

  <Card title="Best practices" icon="lightbulb" horizontal href="/guides/ai-agents/best-practices" />

  <Card title="Evaluations" icon="clipboard-check" horizontal href="/guides/ai-agents/evaluations" />

  <Card title="Data access control" icon="shield" horizontal href="/guides/ai-agents/data-access" />

  <Card title="Verified answers" icon="check-circle" horizontal href="/guides/ai-agents/verified-answers" />

  <Card title="AI writeback (Beta)" icon="sparkles" horizontal href="/guides/ai-agents/ai-writeback" />

  <Card title="Creating & editing content (Beta)" icon="pen-to-square" horizontal href="/guides/ai-agents/content-tools" />
</CardGroup>

<br />

<Frame>
  <iframe width="100%" height="420" src="https://www.loom.com/embed/fbc7071e2b2b46739657cd451062e4d9" frameborder="0" webkitallowfullscreen mozallowfullscreen allowfullscreen />
</Frame>

## Key features

* **Natural language queries** - Ask questions in plain English and get instant answers
* **Ask from a chart or dashboard** - Launch a conversation with the chart or dashboard you're viewing already pinned as context
* **AI Router** - Automatically send each question to the best-fit agent, so users don't have to pick one first
* **Automatic visualizations** - Get charts, tables, and dashboards generated based on your questions
* **Slack integration** - Collaborate with your team directly in Slack channels
* **Memory and learning** - Agents remember corrections and improve over time
* **[Reviews (Beta)](/guides/ai-agents/reviews)** - Lightdash scans agent turns for likely-wrong answers and proposes one-click fixes to your semantic layer or [project context](/guides/ai-agents/reviews#the-lightdashproject_contextyml-file), so admins can improve agents at the source
* **Knowledge documents** - Upload glossaries, metric definitions, and business context for your agent to consult
* **Access control** - Fine-grained control over data access and permissions
* **Multiple agents** - Create specialized agents for different teams or use cases
* **Evaluations** - Create test suites to validate your agent’s answers and prevent regressions.
* **Conversations** - Monitor all agent interactions in one place, review feedback, and build evaluation sets directly from real threads.
* **AI writeback (Beta)** - Ask an agent to edit your dbt project in chat and open a pull request with the changes
* **Creating & editing content (Beta)** - Agents can build and edit charts and dashboards on request