A data library that learns your business and organizes itself.
Most data tools don't know your business. The Librarian learns it, builds your data foundation automatically, and gets smarter every day.
How the Library fits together
One place where your data lives, and where it gets its meaning.
Files and connected sources come in first. Views clean and prepare them with your business rules built in, collections organize everything around the questions your teams ask, and each metric is defined once so everyone calculates it the same way.
A narrated walkthrough of the Library: your sources, the views built on them, collections of questions, and metrics, and how they fit together on one map.
Your business runs on knowledge your tools can't see. That's a context problem.
Your AI is only as good as the context it's given, and your tools give it none. It doesn't know your metrics, your definitions, or how your business fits together. The Library fixes that: it builds and maintains your business context automatically, so your AI finally understands your company, and understands it better every day.
It builds your data foundation, and keeps making it smarter.
Querri's Librarian builds the foundation a data team would build by hand, so your engineers stay free for higher-impact work.
Start with a conversation, not a setup wizard.
Start with a conversation about your business and the decisions you're making. The Librarian stands up your first questions and KPIs before you connect a single source.
The Library gets smarter the moment a source is connected.
Add your data and the Librarian models it automatically, learning your definitions and relationships. The modeling that used to take weeks happens instantly.
Everyone gets a trusted answer, scoped to their role.
Everyone gets trusted answers, tailored to their role and what they're allowed to see, all from one governed source of truth.
The more you use it, the smarter it gets.
The Librarian learns from everything your team does and makes the Library sharper over time. The more you use it, the smarter it gets.
In the app
Questions, views and KPIs, side by side.
These are screenshots of Querri with a demo company's data. Collections gather the questions a team asks and the views that answer them, above the connectors and files they're built from.
Built around your questions. Not your schema.
Every other tool starts with the schema, the tables someone builds before you get anything out. The Library starts with your questions and organizes the data underneath to answer them, so anyone can get an answer, not just the people who speak SQL.
Remembers everything a great analyst would. Forgets nothing.
See every business lever that moves the needle, in one place.
Querri organizes your metrics across the five dimensions that move a business: Revenue, Cost, Efficiency, Quality, and Risk. See where you're strong, where you're flying blind, and where to push next.
Everything is yours until you share it.
Your data is private by default. Personal uploads and analyses stay yours until you decide to share them. Access control is built into the Library itself: every answer, whether a person or the AI asks, is built against the asker's own permissions at query time, and every number traces back to its source.
Private by default
Personal uploads and analyses stay yours. Nothing is visible to anyone else until you decide otherwise.
Opt-in share
Share on purpose, with the people you choose. Access is something you grant, never a default.
Enforced at query time
Every answer is built against the asker's own permissions as it runs, with lineage back to the source.
One governed foundation, from raw data to trusted answer.
Your sources sit at the bottom; views, KPIs, and your questions build on top. Querri stands up this foundation automatically and keeps learning it as your business changes.
More than a database. An intelligent map of how your business evolves.
Every question, KPI, view, fact, and source is connected, the business context a data team would assemble by hand. Zoom out to your top-level questions and categories, or in to the views and data underneath. It's the same map your AI works from, so it walks the same connections you would to reach an answer.
For analysts: questions and KPIs are first-class objects in the graph, not labels on a table model.
See your own Library in Visualize
Visualize draws your whole Library as one map, from every connected system on the edge to the KPIs at the center. Zoom from the whole business down to a single column, spot the questions nothing answers yet, and watch the route light up as the Librarian reads its way to an answer.
Explore Visualize
Every team gets trusted answers. Your whole company gets smarter together.
The practitioner, the manager, and the exec each get answers built on the same governed foundation, tailored to their role and what they're allowed to see. And every time they work, the Library gets a little sharper, so the whole company compounds its advantage just by doing the job.
Already watching. Still learning.
Monitoring and nightly insights are live today. Here's what's coming next.
Monitoring
Live now. Monitors check each KPI against its own history and put what moved in your Inbox and your email.
Questions you haven't thought to ask
Live now. Every night, Querri works through your Library, finds questions nobody has asked yet, and files them in your Inbox for your OK.
Self-healing views
Today the Library tells you when data upstream changes and breaks a view. Repairing them on its own is on the roadmap.
Notifications where you work
Slack, Teams, and SMS routing for what the Librarian finds are coming after launch. Today, findings show up in the app and in email.
See the Library on your own data.
The fastest way to understand the Library is to watch it organize a real business around its questions. Book a 30-minute demo and we'll show you.