> ## 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.

# September 26, 2025

> Fast Rendering of Giant Visualizations, New Schema Model Navigation, Mapping Result GeoJSON, and More

<Note>
  **Stay in the loop!** Subscribe to the [demo RSS feed](/demos/rss.xml) to be notified when we post new demos.

  Demos highlight what we are working on or experimenting with, but are not a guarantee of release. Let us know your thoughts at [support@omni.co](mailto:support@omni.co).
</Note>

## Fast giant vis

*Nate Agrin · `Visualization` `Dashboards`*

Lots of hidden work to make rendering the largest data sets performant in Omni. Here we demo some early work to offload much of that work out of the browser. More work to do, but exciting progress.

<Frame>
  <iframe src="https://www.youtube.com/embed/IQWoRnJpZHQ" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Navigating huge schema models

*Mariel Freyre · `Workbook` `Sql`*

Another early preview of some adjustment to All Views and Fields to handle larger, more complex data sets. Any thoughts appreciated as we rebuild the experience.

<Frame>
  <iframe src="https://www.youtube.com/embed/EeVJYHW6BFc" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Mapping GeoJSON in results launch

*Rob Miller · `Visualization` `Maps`*

You saw the preview last week, but launching the new dynamic row-by-row GeoJSON mapping for beautiful map vis with completely custom map objects.

<Frame>
  <iframe src="https://www.youtube.com/embed/zNLdYwNuf4Q" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Download direct from AI chat

*Steven Talbot · `Ai` `Export`*

Title says it all - now you can download query results directly from the chat experience.

<Frame>
  <iframe src="https://www.youtube.com/embed/DRmpjBtp6Jo" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## MCP with links back to Omni

*Gustav Staprans · `Ai` `Mcp`*

Now MCP usage will link back to Omni for quick follow-ups. Additionally the per user API tokens will now naturally extend to the MCP experience.

<Frame>
  <iframe src="https://www.youtube.com/embed/uAoilFqxbOY" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>

## Calc AI UX improvements

*Sarah Waterson · `Calcs` `Workbook`*

Little bit of UX love for long Calc AI use cases

<Frame>
  <iframe src="https://www.youtube.com/embed/H-LXW0f3H0o" width="100%" height="400" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowFullScreen />
</Frame>