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Modern data stack for SMBs

The data foundation AI needs.
Now accessible to any growing SMB.

A production-ready data warehouse built in 1 week by 1 person. The same infrastructure enterprises rely on is now accessible to any growing SMB.

Book a free call See how it works
Sound familiar?

Most SMBs have plenty of data.
Just none they can actually use.

The data exists. It's in your database, your ad platforms, your analytics. The problem is it's disconnected, unstructured and impossible to act on without a team you can't afford to hire.

01
Six data sources. Zero way to connect them.
02
Your analyst spends Monday rebuilding last week's report.
03
You've seen the consultant quote. You've moved on.
04
Your competitors run AI on their data. You're on spreadsheets.
05
Every new channel makes the data chaos worse, not better.
Why trust us

Senior data team expertise,
now accessible to SMBs.

For 10+ years, the kind of data infrastructure Moodree builds was only available to companies with €100k+ budget. We've delivered 20+ data foundations across different industries. Now we've productised everything we know — so any SMB can get the same result in days, not months, at a fraction of the cost.

10+
years of data
engineering
20+
projects
delivered
10x
faster than
traditional
Proven methodology, not guesswork
We've built 20+ data foundations across Central Europe. Every decision Moodree makes — architecture, tooling, structure — comes from seeing what actually works in production.
Speed without cutting corners
We know exactly which shortcuts kill a warehouse in six months — because we've seen it happen. Moodree is opinionated by design. That's not a limitation, it's the point.
A foundation your team can own and grow
The warehouse runs on BigQuery and Dataform — tools any data person already knows. After handover, one person can run it, extend it and grow it. No dependency on us.
Our vision

Why we
built Moodree.

"Our vision is to democratise data. To give every growing business access to senior data team expertise — without having to hire one."

What Moodree does

Meet Moodree, your AI data team.

Your data engineer and architect, in one product.

Moodree is an AI layer on top of Google Cloud. It connects your sources, designs your warehouse architecture and generates tested, documented Dataform models — all in 2–3 days.

DATA ENGINEERING

Sources connected. Data flowing.

Moodree deploys Cloud Functions that extract data from your sources on schedule. No pipelines to write, no manual exports, nothing to break on Monday morning.

MySQL, PostgreSQL, Google Ads, Meta Ads, GA4, Microsoft Ads
Incremental loads — only new data on each run
Hourly or daily, configurable per source
Credentials in GCP Secret Manager — never exposed
DATA ARCHITECTURE

Warehouse built around your business.

Not a generic template. Moodree generates Dataform models for your specific KPIs — staging, core and mart layers, all tested and documented.

Staging → Core → Data Mart layers
Models matched to your KPIs and questions
Automated tests and assertions on every model
Full documentation — any analyst can extend it
The full picture

From scattered sources
to AI-ready intelligence.

You describe what you need in plain language. Moodree builds and runs the entire path — from your sources, through a governed warehouse, to the insights your team consumes.

YOUR DATA SOURCES Google Ads Shopify Meta Ads GA4 Postgres CRM ERP Moodree AI DATA LAYER Takes your business requirements. Builds & maintains the entire path below. "We started running Meta Ads — add it to the marketing dashboard" YOUR REQUEST Google Cloud RUNS IN YOUR OWN PROJECT Cloud Functions automated extraction from every source NATIVE BigQuery serverless warehouse NATIVE 00 RAW source data, untouched 10 COMMON shared dimensions, conformed 20 DOMAIN business facts per area 30 PRESENTATION ready-to-query views Dataform SQLX models automated tests version control documentation NATIVE CONSUMPTION LAYER COMING SOON Dashboard builder agent Builds the dashboard you describe in a prompt AI analyst Ask anything in plain language Proactive agent Insights surface before you ask ONE REQUEST · ONE LAYER · THE ENTIRE PATH — BUILT AND MAINTAINED
YOUR DATA SOURCES
Google AdsShopifyMeta AdsGA4PostgresCRMERP
"We started running Meta Ads — add it to the marketing dashboard"
YOUR REQUEST ↓
Moodree AI DATA LAYER

Takes your business requirements. Builds & maintains the entire path.

Google Cloud · YOUR PROJECT
Cloud Functions automated extraction
00 RAW
10 COMMON
20 DOMAIN
30 PRESENTATION
Dataform tested · versioned · documented
CONSUMPTION LAYER · COMING SOON
Dashboard builder agentBuilds the dashboard you describe in a prompt
AI analystAsk anything in plain language
Proactive agentInsights surface before you ask
Built on Google Cloud

The best stack for the job.

BigQuery scales automatically and charges only for what you query. Dataform gives you version-controlled SQL any analyst can read. No servers, no contracts, no idle costs. The same stack enterprises use — without the enterprise price tag.

BigQuery serverless · pay per query
Dataform version-controlled SQL
Cloud Functions serverless extractors
Secret Manager secure credentials
GitHub version control
How it works

From zero to warehouse
in 3 days

No technical knowledge required on your side. Your total time investment is 3–4 hours.

01

Kickoff call

We learn your business — goals, KPIs, key questions and data sources. No SQL, no jargon. This is a business conversation, not a technical one.

1–2 hrs · your time
02

We build

Moodree connects your sources, generates your Dataform models and runs tests. You can watch — but you don't need to do anything.

2–3 days · our side
03

Handover

We walk you through the results, hand over credentials and full documentation. The warehouse is in your GCP project. You own it completely.

45 min · handover call
04

Your team takes it from here

One person — or even part-time — runs the warehouse. With Moodree as their 10x accelerator, they can extend and add new sources. We're here if you need us.

ongoing · on your terms

Prefer to build it yourself? You can use Moodree directly for the initial build — follow the documentation and your in-house person has the same 10x accelerator in their hands from day one.

What this unlocks

Once the foundation
is in place, the rest becomes possible.

Dashboards that update themselves
Connect any BI tool and get live dashboards — no more Monday morning exports.
Conversational analytics on your own data
Ask questions in plain language — and get answers from your warehouse, not the internet.
AI agents with a warehouse to query
Give your AI agents structured, trusted data — and get answers you can actually act on.
Is Moodree right for you?

Built for SMBs that are
serious about data.

Not for enterprises with proprietary legacy systems. Not for startups with nothing to connect yet. For growing SMBs that have real data, real questions — and no team to answer them.

A growing company with data that can't keep up

10–500 people. Multiple sources, no single source of truth, manual reporting.

You want results in days, not a six-month project

No time for a long procurement process. You need a foundation that works, fast.

One person to run it — or the will to build it yourself

A data-savvy person in-house, or someone using Moodree's documentation to build it independently. And if you need to grow the warehouse further, we're here to help.

A product database and at least one ad platform or analytics tool

MySQL or PostgreSQL connected to Google Ads, Meta, GA4 or similar.

FAQ

Questions we get all the time.

Do we need a data engineer on our side?
No. We handle everything technical during setup. Your involvement is 3–4 hours total: a kickoff call, filling in the mapping template and a handover call. After that, the warehouse can be maintained by any data-savvy person.
If GCP works without Moodree, why do we need it?
You don't need Moodree to build on GCP — a good data engineer can do everything Moodree does. The difference is time and cost. What takes 2–3 months, Moodree delivers in 2–3 days. After handover, your team owns the stack completely. They can use Moodree to accelerate further development — or work directly with BigQuery and Dataform without us. It's purely about speed and efficiency, not dependency.
What happens to our data?
Your data never leaves your infrastructure. The warehouse runs in your own Google Cloud project. All credentials are stored in GCP Secret Manager within your project. You own everything, fully, from day one.
Can our team maintain it after handover?
Yes — that's the whole point. The warehouse is built on standard, well-documented tools (BigQuery + Dataform). Any data-savvy person can keep it running, add new sources or build new models. We hand over full documentation and a walkthrough.
What will Google Cloud cost us monthly?
Typically $50–100/month for a small to mid-size company. Billed directly by Google to your account — not by us. We'll give you a more precise estimate after the kickoff call.
Are we locked in?
No. The warehouse is yours. Standard tools in your own GCP project. If you cancel, everything stays fully operational and documented. Any data engineer would understand it immediately.

Your AI data team is
one call away.

Book a free 30-minute call. We'll look at your data setup and tell you exactly what an AI-ready foundation would look like for your business. No pitch, no pressure.