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

# AI in Omni

> Omni's AI is grounded in your semantic model — delivering accurate, governed analytics through natural language.

Omni's AI is built on your organization's [semantic model](/modeling) — the layer that defines your metrics, relationships, and business logic. This means AI-generated queries use the same governed definitions as the rest of Omni, so results are consistent and trustworthy. User permissions are enforced across every AI surface, and your data is never used to train models.

The fastest way to get started is with the [Omni Agent](/ai/chat), where you can ask questions about your data in plain language.

## Ask questions about your data

Omni provides several AI-powered surfaces for exploring your data with natural language:

<CardGroup cols={1}>
  <Card title="Omni Agent" icon="message-bot" color="#FF5FA2" href="/ai/chat" horizontal>
    A standalone chat experience for exploring data. Ask questions, generate queries and visualizations, and create dashboards — no workbook setup needed.
  </Card>

  <Card title="Workbook Agent" icon="wand-magic-sparkles" color="#FF5FA2" href="/ai/queries" horizontal>
    Build and refine queries using natural language inside a [workbook](/analyze-explore/workbook-basics) — Omni's core environment for building and saving analyses.
  </Card>

  <Card title="Skills" icon="diagram-project" color="#FF5FA2" href="/ai/skills" horizontal>
    Reusable, one-click AI processes for standardized reports, guided lookups, and data quality checks.
  </Card>

  <Card title="Routines" icon="calendar-clock" color="#FF5FA2" href="/ai/routines" horizontal>
    Schedule recurring AI-powered tasks to run automatically on your data.
  </Card>

  <Card title="Dashboard Agent" icon="chart-mixed" color="#FF5FA2" href="/ai/dashboard-assistant" horizontal>
    Ask questions directly on a published dashboard. Click a chart to scope the conversation, drill into subsets, or request summaries without leaving the page.
  </Card>
</CardGroup>

## AI-assisted building

Beyond helping you create queries, AI is embedded throughout Omni to help you build, visualize, and more:

<CardGroup cols={1}>
  <Card title="Modeling Agent" icon="diagram-project" color="#FF5FA2" href="/ai/model-assistant" horizontal>
    Chat while you edit YAML in the Model IDE—ask about relationships, draft measures and topics, and review proposed changes.
  </Card>

  <Card title="Dashboards" icon="table-columns" color="#FF5FA2" href="/ai/chat" horizontal>
    Ask the Omni Agent to design and assemble a dashboard.
  </Card>

  <Card title="Apps" icon="browser" color="#FF5FA2" href="/visualize-present/apps" horizontal>
    Describe a custom, interactive interface and the Omni Agent builds it as an app backed by live, governed queries.
  </Card>

  <Card title="Visualizations" icon="chart-bar" color="#FF5FA2" href="/ai/visualizations" horizontal>
    Describe the chart you want and the AI will create and configure it for you.
  </Card>

  <Card title="Formula builder" icon="function" color="#FF5FA2" href="/analyze-explore/calculations#ai-generated" horizontal>
    Describe a calculation in plain English and get a working Excel-style formula.
  </Card>

  <Card title="Forecasting" icon="chart-line-up" color="#FF5FA2" href="/ai/forecasting" horizontal>
    Generate statistical forecasts and projections for time-series data using natural language.
  </Card>
</CardGroup>

## Improve AI quality

Omni's AI uses your defined metrics, relationships, and business logic — not guesswork on raw tables. To further improve accuracy:

* **[Evals](/ai/evals)** — Create prompt sets, run them against any model branch with a built-in accuracy judge scoring the results, and compare runs side by side to measure the impact of model changes.
* **[Optimize your models for AI](/modeling/develop/ai-optimization)** — Add descriptions, sample values, and synonyms to help the AI select the right fields and interpret questions correctly.
* **[Learn from conversation](/ai/learn-from-conversation)** — Let the AI capture business context from your conversations and encode it into the model for future queries.
* **[Suggestions](/ai/suggestions)** — Improve your model from real usage. Omni turns AI sessions and user feedback into a prioritized, ready-to-review list of model improvements — like AI context or synonyms for the fields that tripped up the AI — that you approve and apply.
* **Rate AI responses** using the <Icon icon="thumbs-up" iconType="regular" /> / <Icon icon="thumbs-down" iconType="regular" /> icons in the Omni app or on [Omni Slack Agent](/integrations/omni-slack-agent) responses to help improve result quality.

## Data security

Omni's AI is designed to respect your existing security boundaries. Your data stays protected and is never used to train models.

* **Permissions** — Every AI query respects row-level security and user-level access controls. Users only see data they're authorized to access.
* **[Data security](/ai/security)** — By default, Omni uses Claude on AWS Bedrock. Your data is never used to train models. Organizations can also configure [Anthropic Direct, Google Vertex AI, OpenAI, Snowflake Cortex, or Grok (xAI)](/ai/settings/model-providers).

## Manage and customize

The AI Hub is the central place to configure Omni AI and monitor how your organization uses it.

<CardGroup cols={1}>
  <Card title="AI Hub" icon="house" color="#FF5FA2" href="/administration/ai-hub" horizontal>
    Enable or disable AI features, customize branding, and configure model providers. Track adoption, answer quality, and credit usage across your organization.
  </Card>
</CardGroup>

For a deeper view of token consumption across your whole instance, see the [Credit tracking dashboard](/ai/settings/usage) in your [**Analytics** section](/administration/analytics).

## Use Omni in other tools

Bring Omni's AI-powered analytics into the tools your team already uses.

<CardGroup cols={1}>
  <Card title="MCP Server" icon="plug" color="#FF5FA2" href="/ai/mcp" horizontal>
    Query your Omni data from Claude Desktop, ChatGPT, Cursor, and other AI tools using the Model Context Protocol.
  </Card>

  <Card title="Agent skills" icon="code" color="#FF5FA2" href="/developers/agent-skills" horizontal>
    Open-source agent skills that bring model building, querying, and content management into your development environment.
  </Card>
</CardGroup>