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One of our beta customers stopped waiting for one. Now their CEO just asks the @owox instead – he's one prompt away from answers to questions he hasn't gotten in decades. Every number is calculated with SQL. Zero guessing, zero AI hallucinations.

claude.ai / owox-mcp / revenue-forecast
One of our beta customers stopped waiting for one. Now their CEO just asks the @owox instead – he's one prompt away from answers to questions he hasn't gotten in decades. Every number is calculated with SQL. Zero guessing, zero AI hallucinations.
Proof, not promises

170,000 users already trust the engine

170K+
Users trust OWOX[1]
Analysts, marketers, and data teams across 20+ industries
4.9★
Rating on G2[2]
“A trusted data analytics partner” — verified review
365K+
Data marts delivered
Created and served by OWOX to business users
92K+
npm installs[3]
Self-hosted OWOX Community Edition on GitHub
The problem

You've had the same broken relationship with your data for decades

Flying blind between board meetings. Conflicting numbers. Every question stuck behind one person. Here's what changes when the answer is governed, not guessed.

Right now

You wait, or you guess

Decisions get made on gut because the numbers aren't ready
Two reports, two answers — no single truth to point to in the room
Every question routes through your data person – a never ending queue, not an answer
Whatever it said Monday, the business has already moved past it
You ask ChatGPT or Claude anyway — and get confident nonsense back
With OWOX

You ask. It's already governed.

Ask in your own AI tool. Get the answer – not a queue position
One number. Every report. Every meeting. No second version to reconcile
Every figure traces to SQL. Nothing invented. Nothing guessed. And our technology is pattented & trusted for years.
Your data person becomes the reason you can trust it — not the reason you're waiting
Board-ready the second you ask. Not next week

The reporting backlog disappears because the hand-off is the product. And your AI chat.

Get started free →
OWOX MCP

Two prompts. Ten years of answers.

One of our beta customers stopped waiting for one. Now their CEO just asks the AI chat instead — every number traced to SQL their analyst wrote. “In literally five minutes, it pulled answers I couldn't get in 10 years.”

Ask in plain language — no SQL, no dashboard, no ticket
The OWOX server builds the query deterministically over data assets your team prepared — the AI never invents a number or join
Push any answer to a spreadsheet for the team, or keep it in the chat
One of our beta customers stopped waiting for one. Now their CEO just asks the AI chat instead — every number traced to SQL their analyst wrote. “In literally five minutes, it pulled answers I couldn't get in 10 years.”
Two prompts. Ten years of answers.
THE TEAM YOU HIRE

One platform. The analysts your team actually needs.

Each “hire” is a set of skills a data analyst does by hand today — automated, governed by your team, and ready from day one.

SENIOR ANALYST

Answers "why" in plain language in AI tools. Traceable to SQL, never hallucinated.

Everything Reporting Analyst does +
Answers questions in messengers
Works in Claude, Gemini, & ChatGPT
Context-based accesses
No hallucinations
Meet the smarter buddy →

ENTERPRISE

A Senior analyst for every stakeholder. Plus extra layer of governance & security for the whole org.

Team of senior analysts
SSO, SAML, advanced RBAC
VPC deployment, audit logs
Dedicated CSM + SLA
Priority support
Contact sales →

Not sure which hire you need? Try out the senior analyst right now. Scale the team when you're ready.

Get started free →
One system, every audience

The system your data team builds.
The answers you asked for.

OWOX turns your data warehouse into an answering system — defined once by your data analytics team, consumed by everyone else, up to you, in the tools already open on your desk. With no hallucinations.

The producer

Your analyst defines the logic, once

Build governed data marts with SQL or link existing assets. Set ownership and joining rules. Publish — everyone downstream takes it from there.

Build governed data marts with SQL or link existing assets. Set ownership and joining rules. Publish — everyone downstream takes it from there.
01Define once. Governed. Reusable across every downstream tool — including MCP.
The Consumer

You get a trusted answer, however you ask

Marketing, finance, YOU — pull from the same source of truth into whatever tool you use. Claude, ChatGPT, Sheets. No tickets. No CSV exports.

Marketing, finance, YOU — pull from the same source of truth into whatever tool you use. Claude, ChatGPT, Sheets. No tickets. No CSV exports.
02Same definition, same numbers — zero hallucinations
One data warehouse.
One source of truth. Every user. Every spreadsheet. Every tool. Even AI chat.
Why OWOX

Trusted because every number is the result of SQL

No AI hallucinations
AI narrates; SQL computes. Every number traces back to logic your analyst approved.
No semantic layer to build
Govern just enough at the mart level. Ship in days, not a six-month project.
Data stays in your warehouse
BigQuery, Snowflake, Databricks, Athena, Redshift. Open-source core, no lock-in.
WHAT YOUR DATA TEAM DOES

Build your Data Mart library

Pick tables and views from your warehouse, add SQL – get a fully populated Data Mart library with descriptions, aliases, join keys, and ownership. All auto-generated but your team approves it.

Auto-generated schema with business-friendly aliases and field descriptions — yes, no semantic layer is needed.
Set explicit join keys for self-service analytics
Ownership & responsibilities assigned to every Data Mart
Build your Data Mart library in one click
Build your Data Mart library in one click
One Data Mart. Every report. Every channel — including your AI chat.
WHAT OWOX REPORTING ANALYST DOES

Deliver data to where you need them. Spreadsheets, BI & AI tools.

A single published Data Mart (or your data model) feeds Google Sheets, Data Studio, email, and now Claude, ChatGPT & Gemini — simultaneously. Same numbers everywhere.

Multiple reports with different filters based on the same data
Fan out to Sheets, Data Studio, & much more + AI chats
New user? Add to project – OWOX handles all the reporting.
One Data Mart. Every report. Every channel — including your AI chat.
TRUE self-service analytics

The semantic layer you don’t have to build

Business users just ask in Claude, ChatGPT, or Gemini — or search in Google Sheets and pick the columns they need. No tickets, no waiting, and still zero hallucinations.

See available data marts in Google Sheets.
Pick columns from the joined result with a visual column picker
Every cell is traceable, deterministic, verifiable — the AI never invents the number
Business users just ask in Claude, ChatGPT, or Gemini — or search in Google Sheets and pick the columns they need. No tickets, no waiting, and still zero hallucinations.
The semantic layer you don’t have to build
AI narrates the story. And answers the follow-ups.
WHAT OWOX SENIOR ANALYST DOES

Ask a question. Then ask the next one.

OWOX MCP doesn't stop at the first answer. Drill into a channel, flag an anomaly, push data into a Sheet — all in the same conversation, all traced to governed data.

Ask a follow-up – no new ticket, no new query
MCP flags what's questionable instead of guessing past it
Push any answer to Sheets, mid-conversation
You can even add more columns to the report in spreadsheets
OWOX MCP doesn't stop at the first answer. Drill into a channel, flag an anomaly, push data into a Sheet — all in the same conversation, all traced to governed data.

Ask your first question in under 15 minutes

Connect your warehouse, publish your first governed Data Mart, and ask your business a question — in Sheets or in your own AI chat.

For data analysts

Give the whole org self-serve answers — and never lose control of a number

Define the data marts, joins, & quality once. LLMs only reads what you allow. See every AI query in Run History — including when it tried to invent a field.

Library in one click

Pick tables from your warehouse. Get a populated, governed Data Mart library — descriptions, aliases, keys, owners included.

Pick tables from your warehouse. Get a populated, governed Data Mart library — descriptions, aliases, keys, owners included.

Full transparency

Never get blamed for a number you didn’t write. Every answer traces back to the SQL.

Never get blamed for a number you didn’t write. Every answer traces back to the SQL.

The gatekeeper

Data stays in your warehouse. You govern what the AI chats can and can't answer. We never replace you — we take the grunt work so your judgment counts for more.

Data stays in your warehouse. You govern what the AI chats can and can't answer. We never replace you — we take the grunt work so your judgment counts for more.
Pick tables from your warehouse. Get a populated, governed Data Mart library — descriptions, aliases, keys, owners included.
Never get blamed for a number you didn’t write. Every answer traces back to the SQL.
Data stays in your warehouse. You govern what the AI chats can and can't answer. We never replace you — we take the grunt work so your judgment counts for more.
For spreadsheet users

Ask in your AI chat. It lands in Sheets — still connected.

Request a report right from MCP. It shows up in Google Sheets as a live artifact tied to your warehouse — not a CSV you export once and never touch again.

Ask once, in MCP

Request the report in your AI chat. It lands in a Google Sheet automatically — no export, no copy-paste, no "send me the file."

Request the report in your AI chat. It lands in a Google Sheet automatically — no export, no copy-paste, no "send me the file."

Reshape it yourself — still governed

Add, remove, or swap columns with the column picker, right inside Sheets. Every option still ties back to your analyst's Data Marts and the warehouse — never a static export you're stuck with.

Add, remove, or swap columns with the column picker, right inside Sheets. Every option still ties back to your analyst's Data Marts and the warehouse — never a static export you're stuck with.

Keep data fresh

Schedule refreshes, apply filters, and stay live with your warehouse — all from inside Google Sheets.

Schedule refreshes, apply filters, and stay live with your warehouse — all from inside Google Sheets.
Request the report in your AI chat. It lands in a Google Sheet automatically — no export, no copy-paste, no "send me the file."
Add, remove, or swap columns with the column picker, right inside Sheets. Every option still ties back to your analyst's Data Marts and the warehouse — never a static export you're stuck with.
Schedule refreshes, apply filters, and stay live with your warehouse — all from inside Google Sheets.
WHY HIRE OWOX

The skills you’d pay $70–120k/yr for – automated

We analyzed 1,438 job postings for reporting data analysts. Here’s what companies pay six figures for – and what OWOX handles out of the box.

The skill on the job posting ~% of listings OWOX handles it
Writing & maintaining SQL ~95% Reusable, version-controlled Data Marts
Integrating data from sources ~85% Open-source connectors, zero data eng
Building & maintaining reports ~80% One Data Mart → Sheets, Looker, Slack, AI
Scheduling & timely delivery ~70% Built-in scheduler — set once, runs forever
Enabling stakeholder self-service ~65% Data Mart library in Sheets — no tickets
Managing access & permissions ~40% Owners + context-based access

What stays with your team — and gets more valuable: data integrity, business logic, metric definitions, and stakeholder translation. You’re not replacing analysts. You’re freeing the one you have.

Try Senior Data Analyst Free →
Social proof

Every claim has a receipt.

Stats with comment threads attached — like a colleague verifying your numbers in a shared sheet.

170,000
Users on OWOX Platform — and growing 40% year-over-year.
B2
cell "users on platform"
SM
Sarah M.
Head of Analytics, Retail
3d ago

We migrated 200+ reports from Looker to OWOX Data Marts. Our team now self-serves without filing a single Jira ticket. Easily the best infrastructure decision we made this year.

✓ Verified
12 min
Median time-to-first-report for new OWOX users. No onboarding calls required.
C4
cell "time to first report"
DL
David L.
Data Lead, SaaS
1M ago

Connected BigQuery, set up 37 data marts, built a data model and had live reports in Sheets in under 15 minutes. My team thought I was joking when I showed them how they can now get live reports right in their sheets.

✓ Verified
Customer stories

Teams that applied self-service analytics

Three outcomes you get the moment your data marts go live

All case studies →
Attention

You qualify if…

We don't sell to everyone. Takes 30 seconds to know if that's you.

01

You run a business, you have a data warehouse — BigQuery, Snowflake, Databricks, Redshift, or Athena

02

You have at least one data person on stuff. Not a team. One is enough. We help you scale his capacity to 100.

03

You're the person who wants to ask questions yourself – not the one who waits for the deck to make decisions.

Missing one of these? OWOX Data Marts is still open source — self-host on your own infra, free, forever.

Explore on GitHub →
FAQ

Frequently asked questions

How is OWOX different from a BI tool?
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Do I need a data warehouse to use OWOX?
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What about AI hallucinations?
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How long does setup take?
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What does OWOX cost?
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Can I self-host OWOX?
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CLOUD

Hire your first analyst free

Connect your warehouse, build your first Data Mart, and hand it off in Google Sheets. Scale the team when you’re ready.

No credit card required
New OWOX MCP & next gen Extension
Built-in scheduling & monitoring
Demo

Talk to a data expert

See how OWOX gets your team rid of reporting backlog with a self-service system your analysts control and your business actually uses.

30-min live walkthrough of your use case
Best practices of the  famous data teams
Beta access to future releases