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We handle the hard stuff.

Clean, connected data. AI-ready foundation.
Better insights, better business decisions.

SOC 2
ISO 27001
HIPAA

We learn how your business works,
so every answer is accurate and ready to act on.

Querri is your whole data stack: storage, prep, and analysis in one. Organized around the questions, facts, and KPIs that actually drive your business. It gets smarter every time your team asks a question.

SOC 2
ISO 27001
HIPAA
Querri Connect
Production DB
CRM
Spreadsheets
Data Warehouse
Success Platform
Billing
Connect your sources
Revenue growth by region  ·  this quarter
$2.4M
Revenue
+18%
Growth
West
Top region
North
South
East
West
Central
Questions KPIs facts views conversations Revenue by region
Querri
Questions KPIs facts views conversations Revenue by region
Why Querri

The right answers, faster, because your data is actually ready.

"The moment our data got messy or large, our old setup buckled. Pointing a chatbot at raw tables just gave us answers that turned out wrong."
Customer Success Manager, mid-market SaaS

Querri cleans and connects your whole data stack into one library that learns the context of your business, so every answer comes back clear, accurate, and ready to act on.

Accessible
Built for the people who run the business. Ask in plain English and get the insight, as powerful as having a data analyst on call.
More accurate
Grounded in clean data and your real business context, not whatever got pasted into a chat.
One platform
Your whole data stack in one place: data library, semantic layer, dashboards, and chat. No juggling tools, no reconciling numbers.
For the people doing the work

Turn curiosity into an insight, dashboard, or deck. Today, not next week.

Anyone on your team can become data-driven overnight, no SQL required. Every answer is fast and grounded in how your business actually works.

Start today

Just ask, in plain English

Ask in plain English, the way you'd ask a teammate. From the first question, the CFO, the rep, and the support agent all pull accurate and trusted answers from the same source of truth.

Which region grew fastest this quarter?
$2.4MWest region · this quarter
Dashboards, decks, and decisions

One chat. Dashboard, deck, done.

Get clean insights, drag-and-drop dashboards, or a polished presentation from a single conversation, no technical skills needed. Drop them into Slack, email, or reuse them for recurring leadership meetings.

Build the Q3 dashboard and deck
Dashboard
Deck
Skills

Save your best work as a Skill

Codify your team's best analytical workflows so they can be triggered, repeated, and shared across every team. Build once, run anywhere.

Clean Model Chart
Skill
Sales
Finance $2.4M
Ops +18%
Work where you already are

Use Querri inside Claude, ChatGPT, or Gemini

Querri's built-in MCP brings your cleaned data into the AI tools you already use. Ask in the chat window of your choice, or drive it from your terminal with the CLI. More accurate answers, for a fraction of the AI credits.

CClaude
GChatGPT
Gemini
QMCP
> querri ask
Use cases

How will you Querri?

Every one of these workflows runs against clean, connected data and your own semantic layer, so you get better answers without having to buy a warehouse or a separate semantic tool.

Sales · Marketing · CS

Customer Segmentation

Group customers by behavior and lifetime value, for sales, marketing, and CS to act on together.

Finance · RevOps

Revenue Forecasting

Forecast revenue, pipeline coverage, and quota attainment for the quarter ahead.

Marketing

Optimizing Ad Spend

See which campaigns drive ROI, which bleed budget, and where to reallocate.

Operations

Cleaning Lists

Hand off a messy export, get back a clean, deduped, validated list.

Product teams

Embed Analytics in Your Product

Drop a complete data platform inside your own app. Your brand, our engine.

Nonprofits

Impact Reporting

Turn donor and outcome data into board-ready reports your stakeholders actually read.

The foundation

Unify every layer of your data stack, so every team gets answers from one governed source.

Built to be deployed across the entire org. Querri manages every layer of your data stack, from ingestion to the trusted semantic layer that supercharges the AI on top, so your business logic and permissions live in one place and every team gets consistent, governed answers.

One platform · six managed layers
AI + chatAsk
Agents and coordinated LLM calls run every question against the governed library, never raw tables.
Dashboards & BIVisualize
Live dashboards and charts built straight off the modeled data, no export step and no extra BI seats.
Semantic layer the keystoneDefine
Metrics, entities, and relationships defined once as a knowledge graph the librarian maintains, so a definition means the same thing everywhere.
TransformationModel
ETL handled by agents: cleaning, joins, dedupe, and type casting, all versioned and re-runnable.
Storage & computeStore
A managed data lake and warehouse built in, columnar storage and elastic compute, nothing to provision.
IngestionConnect
Native integrations and connectors pull from your databases, SaaS apps, files, and APIs on a schedule.

Storage to semantic layer to AI, built as one system. One Stack. No Seams. Your logic and permissions live in one place, and every question makes the platform smarter.

Data library + semantic layer

A data library and semantic layer that build themselves.

Tell Querri what your team cares about. Its agents connect your sources, clean and model your data, and define what your metrics mean. The result is a real semantic layer, shaped by the people who know the business, not locked behind an engineering project. It sharpens with every question your team runs, for a fraction of the AI credits.

Library · Semantic layer
Questions
Metrics
KPIs
Facts
Definitions
Chat$2.4M
Dashboard$2.4M
AI client$2.4M
Library
Churn defined
FY dates set
Region map
Context

Context that makes every answer consistent, and every next one smarter.

Querri holds your data, business logic, and row-level permissions in one system. Coordinated agent calls run against the same foundation every time, so answers stay consistent and every query makes the next one smarter.

Enterprise-grade security

Your data: governed, access-controlled, and owned by you.

Full transparency into how the AI works and a clear view of every dataset. Governed, access-controlled, and compliant with SOC 2, ISO 27001, and HIPAA. Your data is yours, and we never use it to train our models.

Same asker
HHuman query
AIAI query
One gate
Your AI sees exactly what you see.
Compliant
SOC 2 · ISO 27001 · HIPAA
Certified and audited, ready for enterprise review.
Enforced everywhere
Row + column level
Access policies apply to every answer, including AI queries.
Your data stays yours
0 rows
of your data are ever used to train our models.
Customer stories

Real stories. Real results.

From departmental teams to the enterprise.

White-label & enterprise

Make it your own.

This is the part you reshape entirely. Embed Querri inside your own product or roll it out across your company, and you control how it looks, what it knows, and how it thinks. Your brand, your IP, your context.

$2.4M
Revenue
+18%
Growth
94%
Retention

Brand it

Skin every surface to your brand. Your colors, logo, domain, and theme, so it looks like your product.

Embed it

Drop a full analytics experience inside your own app. Your customers get insights without ever leaving it.

Shape the AI

Decide how the assistant responds and what it can see. Codify your team's expertise as Skills it reuses.

Your IP, your context

Your data, your models, and your business logic stay yours. Configure access and keep full control.

One platform for everything your data can do.

Live next week. Not next quarter, not next year. Start for free, or see a demo tailored to your business with your own data.