Stay in the loop! Subscribe to the demo RSS feed 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.
MCP App in Claude
Meredith Dodge · MCP AI Dashboards
Early demo showing an Omni app rendered inside Claude Desktop via MCP. The app pulls in an Omni app using iframes, allowing users to iterate on data queries and filtering directly within Claude. Works with any MCP client that supports the MCP app spec.
Schedule Restore
Corey Ruderman · Scheduler Administration
Demo of a long-requested feature adding the ability to restore hard-deleted schedules. Previously, deleted schedules could not be undone once moved to trash.
Create Documents from Chat
Gustav Staprans · Workbook Dashboards AI
Demo showing how the agent can now create documents directly from a chat faster than before. Instead of calling a sub-agent, it takes queries from the chat and places them on a document, supporting parallel creation and continued iteration.
External Connectors
Gustav Staprans · AI MCP
Demo of a new superuser page that lets Omni admins offer default connectors to all organizations. Shows adding a Slack OAuth app, enabling it for instances, and using it in chat. Supports any MCP server. Plus a superuser page restricted to Omni employees.
Routine Templates
Mike Torosian · Scheduler
Demo of improved empty state landing page for routines and skills. Pulls top customer routines as templates, with links to the library for non-embed users. Shows creating a daily metrics digest routine from a template via Blobby, with auto-filled details in the routine creation form.
App Inline Styling and Editing
Jared Hardy · Apps AI
Demo of experimental work allowing users to style apps without going back and forth with Blobby. Shows a select flow for live editing elements, double-clicking text to edit inline, and styling containers directly on the page.
AI Create Menu
Marc Dupuis · AI
Demo on behalf of Peter showing the redesigned new button that offers direct access to chat, workbooks, dashboards, apps, reports, routines, skills, and more. Includes model selection with saved preferences.
Product Initiative Tracker App
Arielle Strong · Use Case AI Input Columns
Demo of an app built using row-level CRUD with CSV backing to track initiatives across teams. Shows adding rows, automatic change logging, and sharing visibility across marketing and sales. INTERNAL DATA — employee names visible in the demo.
App Debugging
Dylan Israel · Apps AI
Demo of Blobby writing tests and validating rendered output to debug broken apps. Shows an app with eight errors being automatically fixed through iterative test-and-verify cycles. Includes a debug skill that produces a report of root causes and fixes. Discussion of future uses like accessibility auditing and DOM node analysis.
App Inspector
Alisa Tatarinova · Apps AI
Demo of an improved app inspector view that traces where data comes from. Clicking on a value shows the source query, results set, computed fields, and points to the relevant code. Algorithmic rather than AI-powered.
Composite Topics
Jade Khiev · Modeling Workbook
Demo on behalf of TJ of unrelated dimension handling in composite topics (multi-fact modeling). Shows three modes — filter only, null fill, and repeat — for handling dimensions that lack a direct join. Compares approach to Tableau and Power BI. Already live for customers.
Dashboard Themes
Ben Horne · Dashboards Apps AI
Demo of Blobby now being able to set themes on published dashboards, achieving UI parity. Draft dashboards still do not support theme application; Blobby will warn users about this limitation.
Skills Management API
Ben Horne · Ai Skills
Demo of skills CRUD management through the API and MCP. Shows filtering skills by creator and identifier, creating a new skill, viewing skill details, and deleting skills. MCP is read-only for now with full CRUD coming soon.
Lock Map Scroll Toggle
Will Chase · Maps Visualization
Demo of a new option on region and point maps to disable scroll-to-zoom. Users can uncheck the zoom-on-scroll setting so scrolling no longer gets trapped on maps while navigating dashboards. Zoom buttons remain available.
Dashboard Search UX Overhaul
Luke Bowerman · Content Organization
Demo of improvements to search including global search available on content pages via a prompt and keyboard shortcut, bookmarkable search URLs on a new /search route, and retiring the All page. Search results are shareable and support filtering by creator and labels.
Blobby Skill Auto-Invoke
James Bueche · AI Skills
Demo of Blobby automatically finding and loading matching skills based on user asks without being explicitly told to use them. Passes skill titles and descriptions into context for matching. Behind an internal flag for testing before release.
AI Generated Input Columns
Nathan Agrin · Apps AI Input Columns
Demo of Blobby adding input columns in chat. Shows a user requesting a checkbox column for security training status, converting the table to an app, ticking checkboxes, and seeing updates reflected in the workbook.
Painful Chat Credit Refunds
Nathan Agrin · AI Cost Control
Sometimes Blobby just doesn’t do what you want, and burning tokens doing it feels terrible. Now we’ll start automating some refund based on perceived frustration. Balances identifying genuinely frustrating chats versus standard thumbs-downs.
Apps Authoring Guide for MCP Tools
Dan Mosora · AI Apps MCP
Demo of new tools in the Omni MCP for app authoring. Includes an app authoring guide for external clients with SDK guidance and data hookup best practices, plus CRUD app API wrappers. Shows generating an e-commerce dashboard app via Cloud Code CLI.
Tracing Model Extensions
Conrad Slimmer · Modeling
Some new UX for more easily tracing the layer your business logic is coming from.

