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Omni’s AI is built on your organization’s semantic model — 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 AI Assistant, where you can ask questions about your data in plain language.

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Ask questions about your data

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

AI Assistant

A standalone chat experience for exploring data. Ask questions, generate queries and visualizations, and create dashboards — no workbook setup needed.

Query helper

Build and refine queries using natural language inside a workbook — Omni’s core environment for building and saving analyses.

Skills

Reusable, one-click AI processes for standardized reports, guided lookups, and data quality checks.

Dashboard Assistant

Ask questions directly on a published dashboard. Click a chart to scope the conversation, drill into subsets, or request summaries without leaving the page.

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AI-assisted building

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

Formula builder

Describe a calculation in plain English and get a working Excel-style formula.

Visualizations

Describe the chart you want and the AI will create and configure it for you.

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Improve AI quality

Omni’s AI uses your defined metrics, relationships, and business logic — not guesswork on raw tables. To further improve accuracy:
  • Optimize your models for AI — Add descriptions, sample values, and synonyms to help the AI select the right fields and interpret questions correctly.
  • Learn from conversation — Let the AI capture business context from your conversations and encode it into the model for future queries.
  • Rate AI responses using the / icons to help improve result quality.

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Data security

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

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Manage and customize

To configure AI features or customize branding, go to Settings > AI. Keep an eye on your usage with the Token tracking dashboard in your instance’s Analytics section.

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Use Omni in other tools

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

MCP Server

Query your Omni data from Claude Desktop, ChatGPT, Cursor, and other AI tools using the Model Context Protocol.

IDE plugins

Open-source plugins for Claude Code and Cursor that bring model building, querying, and content management into your development environment.