NewAsk @owox your data questions in Claude, or ChatGPT
Your team stopped pulling reports. Now they just ask.
The Senior Analyst answers the “why” — in plain language, in Claude, or ChatGPT — through MCP Server. Every answer is tracable & analyst-approved. Never a hallucinated number. It’s the analyst your whole company can trust.
Your team is already asking AI your data questions. It’s guessing the answers.
Every department has someone pasting company data into ChatGPT. The numbers come back different every time. Here’s what changes when the answers are grounded.
Without a Senior Analyst
AI guesses
- Stakeholders ask ChatGPT “what’s our ROAS?” — it writes a query on the fly that joins the wrong tables
- The number’s different every run; nobody catches it until a board deck
- You become the human help desk, answering “why did X happen?” in every Slack channel
- “AI analytics” tools hallucinate context they don’t have
- You stop being the help desk — the Senior Analyst answers 24/7
With a Senior Analyst
AI answers
- Answers run on your analyst-approved Data Marts — deterministic, identical every time
- Every number traces back to the SQL your team approved — fully auditable
- Anyone can ask AI and get trusted answer — you’re out of the loop, still in control
- AI writes the narrative; SQL computes the numbers — it never invents them
- Your team uses AI for data. The answers are finally true.
The question isn’t whether your team uses AI for data. It’s whether the answers are true.
The Senior Analyst is the top of the ladder.
Start with the Reporting Analyst to build the governed library. Add the Senior Analyst when your team needs to ask “why.”
DATA INTERN — Free
Pulls and blends your data. The on-ramp. Refreshes reports on time. Collects data to dwh.
REPORTING ANALYST
Builds the library of data marts; every team self-serves reports in Sheets.
SENIOR ANALYST
Answers “why” in plain language — @owox in Claude, ChatGPT. Grounded, traceable, never hallucinated. You’re here.
F05 · HOW IT STAYS HONEST
It doesn’t guess. It reads the library your analyst already governs.
The Senior Analyst answers from the same Data Marts your Reporting Analyst published — analyst-defined logic, approved SQL, clear ownership. Ask a question; OWOX runs the governed query behind it and writes the answer around the result. The AI never touches raw tables and never makes up a number.
- Grounded in analyst-approved Data Marts — delivered through MCP, not a chatbot guessing over raw schema.
- Deterministic SQL behind every answer — same question, same number, every time
- Patented technology4 — AI narrates, never invents
F06 · THE ANSWERS
“@owox, sales categories by market?"
Your stakeholders ask questions the way they’d ask a human analyst — in plain language, in the tools they already live in. The Senior Analyst replies with the number, the trend, and the narrative behind it.
- Ask in Claude, ChatGPT, or email — wherever the question comes up
- Get the “why,” not just the “what” — narrative answers, not raw rows
- Every answer links back to the Data Mart and SQL it came from
F07 · The fan-out
One Data Mart. Every report. Every channel.
A single published Data Mart feeds multiple Sheets, Data Studio dashboards, Slack digests, and email summaries — simultaneously. Same SQL, same numbers everywhere. You never duplicate a query again.
- Multiple reports with different filters from one Data Mart — one per team, region, or client
- Fan out to Sheets, Data Studio, Slack, Teams, Email — each on its own schedule
- New stakeholder asks for a view? Add a report — not a query
Give your whole company an analyst they can ask and get answer in real time.
Get started free →From question to trusted answer — in three steps
Point the Senior Analyst at your governed library. Your team asks in plain language. It answers, traceably.
Step 1
Connect the governed library
Point the Senior Analyst at the Data Marts your team already published. Approved logic, nothing raw.
Step 2
Your team asks @owox
In Claude, or ChatGPT, in plain language. “Why did CAC spike?” “What’s our best-performing channel this month?”
Step 3
It answers, traceably
OWOX runs the governed query, writes the narrative, and links every number back to its SQL. No hallucinations.
Trusted company data, inside the AI you already use
It's called MCP: a secure connection between your governed Data Marts and the AI your team already uses — Claude or ChatGPT. They ask their business a question; OWOX answers over the marts your analyst approved, with the SQL attached. The AI never touches your raw warehouse and never writes its own joins.
- Works with Claude, and ChatGPT — via MCP
- Answers carry your business context — definitions, ownership, access rules
- Right people, right data — context-based access on every Data Mart
F11 · RUN HISTORY
Every question your org asks — and the exact SQL that answered it.
When the whole company can @mention an analyst, you might worry you've lost the thread. You haven't. Run History logs every AI query and the governed SQL behind it — including the moment an assistant reaches for a field you never published. You stay the authority because you can see everything.
- See every AI query, in order
- Every answer's SQL, attached
- Catch invented-field attempts before anyone else does
F12 · A FREE TOOL FOR YOUR DATA TEAM
Model the “why” before you answer it — free, no login.
Model Canvas is a standalone visual data-modeling tool (open OKF format, pre-built domain models). Map how CAC, spend, and revenue connect, then bring the model into OWOX. A genuinely useful gift for your analyst — not a pitch.
- Open OKF format — no vendor lock-in
- Pre-built domain models for SaaS, marketing, and finance
- Free forever, no login required
Stop being the human help desk
When anyone can mention @owox and get a trusted answer, you get your time back.
Answers, not just reports
Your team gets the “why” without a meeting or a ticket. The Senior Analyst replies in their tools, on their schedule.
AI you can put in front of the board
Every number is deterministic and traceable, not an LLM guess. Board-defensible from day one.
You stay the authority
Your analysts define the logic; the AI only narrates it. You’re out of the Slack thread, still in control of the truth.
What analysts say
Real things real customers said — each quote pinned to a specific claim, straight from the quotes database.
Nodari RizunFounder & CEO, Pürblack®“AI, by the nature of the models, will hallucinate. And because of that, you need something which will create guardrails to ensure that there are no hallucinations, that you can trust your data.”
Nodari RizunFounder & CEO, Pürblack®“OWOX removed the AI hallucinations from AI — and that's a huge problem, because AI by its nature will hallucinate. You need guardrails so you can trust your data.”
Mark SimmonsCMO, Pürblack®“There's an AI layer on top that develops the insights — but we know the data underneath is solid, so the risk of hallucination is much, much smaller.”
Teams that applied self-service analytics
Three outcomes you get the moment your data marts go live
"For 10 years I was blind." The day Pürblack® founder stopped guessingSecondsto get reports across six channelsRead the story 
How OWOX Reports Helped Reformation Make Data-Backed DecisionsMinutesfrom data request to business decisionRead the story 
How OWOX Reports Streamlined Operations for WorkSimpli, Saving Over 10 Hours Weekly10hrs+saved per week on manual reportingRead the story Questions data analysts ask
How is this different from just asking ChatGPT our data questions?
Do I need the Reporting Analyst first?
Yes — the Senior Analyst answers from the governed Data Mart library the Reporting Analyst builds. Start there, then add the Senior Analyst when 'can you pull this?' turns into 'why did this happen?
Where can my team ask questions?
Can it hallucinate a number?
No. Numbers come from deterministic SQL your analyst approved. AI only writes the narrative around them. Patented technology4; every cell traces back to source.
What does the Senior Analyst cost?
The Senior Analyst starts at $90/month with 75 credits. You can start free with the Data Intern tier — 30 one-time credits, no credit card. The self-managed edition is free forever on your own infrastructure. Enterprise pricing is custom.
Can I self-host OWOX?
Yes. OWOX Data Marts runs on your infrastructure — GCP, AWS, Azure, Docker, or your laptop. Platform is ELv2-licensed (free for internal use), connectors are MIT. Your data never touches OWOX servers. Deployment options on GitHub.
OWOX CLOUD
Kill the backlog in OWOX Cloud
Connect your warehouse, build your Data Mart library, hand it off in Sheets. Your stakeholders self-serve. You get your Mondays back.
- Get started free - then scale as you use
- Joinable Data Marts + column picker in Sheets included
- AI Insights
SELF-Managed
Self-host on your infra
Full OWOX platform on your infrastructure. ELv2 + MIT licensed. Free for internal use and client work — forever.
- Deploy to GCP, Digital Ocean, docker or your laptop
- Fork, customize, contribute back on GitHub
- 112k npm installs and growing
- Internal OWOX data as of 2026-10-02
- G2 reviews of OWOX
- npm installs stat
- US Patent 11,074,250 B2: Technologies for implementing ontological models for natural language queries
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