October 2026
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This release is about trusting your data and the numbers built on it. The Data Audit shows what’s wrong with your tables and the Janitor cleans it up without touching the original. Captions now carry numbers Querri computed from the result, not numbers the AI typed. Industry Templates install a ready-made workspace, and Live tables let you query Snowflake and Databricks where the data lives. Runs, Stop and connector syncs also got a deep reliability pass.
What’s New
Section titled “What’s New”The Data Audit and the Janitor
Section titled “The Data Audit and the Janitor”The Data Audit lists the problems Querri found in your tables, most urgent first, with the questions each one affects. Acknowledge a problem, dismiss it, or hand it to the Janitor. The Janitor reads the evidence, asks only the calls you need to make, shows you its plan and builds a cleaned view. Your original table stays exactly as it arrived.
Templates
Section titled “Templates”Templates install a ready-made workspace for your industry, with tables, metrics and dashboards, before all of your data is connected. Templates are available for commerce, logistics, manufacturing, nonprofits, SaaS and senior living. Preview what a template brings, choose the pieces you want, and install it into a workspace.
Live Tables for Snowflake and Databricks
Section titled “Live Tables for Snowflake and Databricks”With Live tables, you can leave a Snowflake or Databricks table in your warehouse and query it where it is, instead of copying it into Querri. Scheduled runs check whether a Live table has changed and only re-run what depends on it when it has. The connector page has a Live tab for choosing tables and their schedule. Live tables are available in Scale plans.
Shopify and Klaviyo Connectors
Section titled “Shopify and Klaviyo Connectors”Connect your Shopify store or your Klaviyo account by signing in. Shopify brings in orders, products, customers and more. See Data Connectors Overview.
One Connectors Page
Section titled “One Connectors Page”Everything about connectors now lives on one Connectors page, and the old Settings › Connectors page now opens it. Connectors are in one searchable catalog, with Add a connector, Upload files and Contact support at the top. A connected type shows Open and Add another, and Add another on a sign-in connector such as Google Drive now works. When a search finds nothing, the page offers the Connector Agent. See Managing Connections.
Numbers in Captions, Computed From Your Results
Section titled “Numbers in Captions, Computed From Your Results”Chart captions no longer contain figures the AI typed. The AI writes a reference to each number, and Querri computes the value from the step’s actual result. If a value can’t be computed, its sentence is left out rather than guessed. Click a figure to see where it came from.
Duplicate a Dashboard
Section titled “Duplicate a Dashboard”Duplicate dashboard opens a copy of a dashboard you can change freely. The original stays as it was, which makes it easy to reuse one client’s dashboard for another. See Dashboards.
Delete Your Organization
Section titled “Delete Your Organization”Admins can now delete their own organization from the Danger zone in Account Settings. See My account.
Improved
Section titled “Improved”- Facts & Rules: add a fact directly from the list, instead of only through chat. See Knowledge tabs.
- Librarian chat opens ready to use when you arrive in the Library from the Inbox or onboarding, and is still reachable while a project is running.
- Dashboard number cards that the dashboard assistant creates are now regular number cards you can style and filter, not static images.
- Querri in Claude and ChatGPT understands workspaces, and an assistant whose sign-in expires reconnects on its own. See MCP Server.
Reliability
Section titled “Reliability”| Area | Improvement |
|---|---|
| Stop means stop | Pressing Stop now ends the whole run, including steps that hadn’t started yet, so no further steps run and no further credits are used. |
| Runs survive restarts | A run or chat turn that was in progress during an update or a server restart now continues on its own instead of being stranded. |
| Connector syncs survive restarts | A long sync resumes where it left off after an update instead of starting again from the first table. Schedules no longer start a second copy of a sync that’s still running, you can cancel a sync, and you can sync a single table. While a table refreshes, readers keep seeing the last complete data until the new data is ready. |
| Faster first steps | Querri spends less time planning before it starts working on a question. |
Bug Fixes
Section titled “Bug Fixes”| Issue | Fix |
|---|---|
| Weekly sync schedules | A weekly connector schedule now starts on the date you picked. |
| Stacked bar charts | Stacked bars stay stacked, and each stage keeps the same color across bars. |
| Monthly charts skipped the current month | A monthly chart now includes the current month that its description talks about. |
| Replacing a file | Replacing a file in the Library now re-imports its data. |
| Presentation export | Exporting a presentation downloads again. |
| Opening a dashboard | Just viewing a dashboard no longer marks it as having unsaved changes. |
| Share links across organizations | A share link opened by someone signed in to a different organization now opens correctly. |
| Snowflake, SQL Server, BigQuery and Google Analytics | Fixed sync failures and stalls in these connectors, including Snowflake tables named without a schema and SQL Server custom queries. |
Release Date: October 2026