September 2026
This is the biggest release Querri has shipped. The app has a new frame built around the Library, a shared understanding of your data and your business that grows as your team uses it. The Librarian answers from it, the Inbox suggests what to add to it, and workspaces decide who sees what. This release also brings more than a hundred new connectors, an assistant that sets them up for you, and Querri inside Claude and ChatGPT.
If you used Querri before, What changed in the new Querri shows where everything went and what your old links open now.
What’s New
Section titled “What’s New”The New Querri
Section titled “The New Querri”Every screen now shares one frame: the app rail on the left, a chat that follows you, and the page you’re working on. The rail starts at Home, then New chat, History, Connect and Search, then Library, Projects and Dashboards, with Inbox near the bottom. See Getting around.
The Library and the Librarian
Section titled “The Library and the Librarian”The Library holds your data and what Querri knows about it: tables, Collections, Views, Questions, Metrics and Facts & Rules. When you ask a question, the Librarian answers from what is already defined there, so the same question gets the same answer for everyone. It can also build a new view for you when nothing answers the question yet.
- Browse every tab of the Library and open any item to see its details. See Browsing the Library.
- Record a fact or business rule once and Querri applies it in later answers. See Facts and rules.
- Define a metric once so everyone uses the same number. See KPIs.
The Inbox and Nightly Insights
Section titled “The Inbox and Nightly Insights”The Inbox collects suggestions for your Library: a metric worth tracking, a fact found in a document, a question Querri can now answer. Accept or dismiss each one. Anyone can work through it, not just admins. With Nightly insights, Querri looks over your Library overnight and sends what it finds to the Inbox.
Workspaces
Section titled “Workspaces”Workspaces give each team its own space for data, projects and dashboards, alongside a company workspace and a private workspace for each person. What you add goes to the workspace you’re in, and the connector screens show where new data will land and let you change it. See Workspaces and privacy.
You can also invite teammates straight from Home and during onboarding, and give them access to several workspaces at once.
Knowledge Documents
Section titled “Knowledge Documents”Upload the policies, procedures, contracts and data dictionaries your business runs on. Querri reads them, proposes the facts they state for you to confirm, and checks those statements against your data every night.
The Dashboard Assistant
Section titled “The Dashboard Assistant”On a dashboard, the chat becomes the dashboard assistant. It answers questions about the dashboard’s data, and while you’re editing it can change the layout, filters and look for you. See The dashboard assistant.
The Connector Agent and 100+ New Connectors
Section titled “The Connector Agent and 100+ New Connectors”The Connector Agent sits beside the Connectors page. Tell it what you want to connect and it finds the connector, walks you through connecting and testing it, and fixes it when something breaks, asking your approval at every step.
- Over ninety new business-app connectors.
- New database connectors for ClickHouse, Trino, CrateDB, Exasol, Databricks, Amazon Athena, MotherDuck, MongoDB, Teradata, IBM Db2 and CockroachDB. See Databases.
- Snowflake is rebuilt on Snowflake’s own driver, with key-pair sign-in, faster loading and true incremental syncs.
Querri in Claude and ChatGPT
Section titled “Querri in Claude and ChatGPT”Connect Claude or ChatGPT to Querri and ask questions about your data from inside the assistant. Answers can come back as interactive cards. Admins manage the connection under Settings › AI assistants. See MCP Server.
One Credit Pool, With Per-Person Limits
Section titled “One Credit Pool, With Per-Person Limits”Credits now work as one pool for your whole organization. Admins can cap how many credits each person uses in a month, on People. Monitor Usage shows what used credits and who used them. See Monitor usage and Credits.
Improved
Section titled “Improved”- Skills have a home in Settings and are available from both chat docks. See Skills.
- Onboarding is shorter and clearer, with sample data that matches the company you describe and a quick tour of the new frame.
- Projects over many files: when you upload more files than one project can load at once, Querri offers to create a project that uses them.
Bug Fixes
Section titled “Bug Fixes”| Issue | Fix |
|---|---|
| First incremental sync duplicated data | A connector’s first incremental sync no longer copies the whole table a second time. |
| Dashboard number cards ignored filters | Number and metric cards on a dashboard now respond to the active filters, like the charts around them. |
| Excel dates read wrong | Date columns in Excel files are no longer misread under some regional date formats. |
| Database results cut short | When a database result is capped, Querri now says so instead of presenting a partial result as complete. |
| Connector credentials | Passwords, private keys and sign-in tokens for connectors are now masked everywhere they could appear. |
Release Date: September 2026