Bunch new AI features

• Inviting new questions in a topic to get oriented on the data available

• Summarize query results and point at follow-up analysis (we have some data processing pieces to solve there prior to release)

• Some new tuning to AI query to improve filter construction using more structured LLM endpoints. Plus some improvements to make sure global AI query (outside of topics) is more scalable on larger models.

We're exposing a bunch more topics for exploration of Omni usage data. Also an early look at model metadata - exposing field usage across the app, and workbook vs shared model for dashboards.

Some detail into recent load testing for high concurrency deployments, plus a bunch of the fixes we put in place to improve response time with high concurrency.

A bit of front-end

• New folders for organization branches (just use "/"), plus alphabetical ordering.

• Few small improvements to vis - bringing color controls to pie charts and some tuning for line weights in charts.

• Adding a new swath of internationally friendly time formats to vis.

And more for admins and modelers

• The launch of our admin tools for support location controls and full support lockout.

• Putting the finishing touches on topic-scoped fields (ie fields that only live in single-topics). Now type inference will work as expected.

• We now support arrays in user attributes with multiple values in SQL calls using IN()