Welcome to Querri
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Querri answers questions about your business in plain language, and it organizes your data around the questions you keep asking.
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What is Querri?
Every business runs on questions. But the answers are often stuck in spreadsheets, out-of-date dashboards, and a data team’s backlog. Querri lets anyone ask those questions in plain English, and get answers straight from their own data.
Data consumers and data owners
Querri is built around two kinds of people. Data consumers need answers to do their jobs. Data owners know the data, and set it up so everyone gets consistent answers.
Ask questions and see every step
For data consumers, it starts with a question. Querri finds the right data, runs the analysis, and explains what it found. Any result can go straight onto a dashboard. Every step is laid out in the data flow, so you can see exactly where each number came from.
Organize data in the Library
Data owners work in the Library. They bring in files and business apps, and organize everything into collections for the topics the business cares about. The numbers the business tracks are defined once, as metrics, so everyone calculates them the same way. And views hold data that’s already prepared to answer common questions. Querri connects all of it. When someone asks a question, it checks the organization’s own definitions and views first, instead of starting from scratch.
Keep data with the right teams
And workspaces keep data with the right people: a private space just for you, a library shared with everyone, and a workspace for each team. Ask a question. Get an answer. That’s Querri.
What Querri does
Section titled “What Querri does”You ask a question in chat, the way you’d ask a colleague, and the Librarian answers it from your data. Behind every answer sits your Library. It holds your files and connected systems, plus the questions your business asks, the KPIs you track, the views that answer them, and the facts and rules behind the numbers. When a question needs more than a quick answer, a project works through it one step at a time and keeps every step, so it can run again later. Charts from a project can go on a dashboard, and the dashboard assistant answers questions about it. Querri also finds things worth adding to your Library and puts them in your Inbox, where you decide what goes in.
You don’t have to build any of that before you start. On day one, bring in some data and ask. The Library fills in as you and the Librarian work.
Find your way around
Section titled “Find your way around”Every screen has the same frame: the app rail on the left, Librarian chat beside it, and the page you’re working on.
- Home: your starting page.
- New chat: start a fresh conversation.
- History: your past chats.
- Connect: upload files or connect a system.
- Search: search everything you can see.
- Library: your data, and what Querri knows about it.
- Projects: deeper analysis, step by step.
- Dashboards: charts and tables your team comes back to.
- Inbox: what’s waiting for you to review.
Your picture, at the bottom of the rail, opens Settings and Sign out. Getting around walks through the rest, including the workspace switcher and search.
How these docs are organized
Section titled “How these docs are organized”The tabs along the top split the docs by what you’re trying to do.
| Tab | What’s in it |
|---|---|
| Learn | Getting started, the ideas behind Querri, step-by-step guides, the glossary and release notes |
| Use Querri | What each screen is for, from chat and the Library to projects, dashboards and settings |
| Connectors | Bringing in databases, business apps and files |
| Security & admin | Who sees what, API keys, and reviewing activity |
| Developers | Working with Querri from the API, SDKs, the CLI or an AI assistant over MCP |
Examples throughout use Curio, a made-up company you can load into your own workspace and follow along with.
Next steps
Section titled “Next steps”- Your first 30 minutes: go through onboarding and ask your first question.
- Explore the sample company: load Curio and ask it a few questions.
- Start with questions, not tables: the idea the rest of Querri is built on.
- Getting around: the rail, Home, the workspace switcher and search.
Used Querri before? What changed in the new Querri shows where things went.