Data & Business Systems
Data Pipelines
Get every system reporting the same numbers.
The plumbing that moves data out of your scattered tools into one warehouse the whole company can trust — scheduled, monitored and tested, so finance and marketing stop arriving at meetings with different figures.
One source
Of truth, instead of four disagreeing exports
Tested
Pipelines fail loudly rather than silently
Documented
Lineage, so the numbers can be defended
How it works
Our process
No black box. You know what happens at each stage, what you are approving, and what it costs before it starts.
Discovery
We start with your goal, not a feature list — who this is for, what has to be true for it to pay for itself, and what already exists that we should build on rather than replace.
Architecture & design
You approve the structure and the screens before anyone writes production code. Changing a wireframe costs minutes; changing a shipped system costs weeks. For this engagement that covers warehouse modelling and scheduled etl pipelines.
Build in visible increments
Work lands on a staging URL you can open at any point. You see progress weekly rather than receiving a reveal at the end.
Launch & handover
We go live with monitoring in place, then hand over the documentation, the accounts and the code. It is yours, and it is not dependent on us.
What you get
Scope of Work
Every asset and system included in this engagement, listed before you commit — not discovered afterwards.
Warehouse Modelling
Scheduled ETL Pipelines
Data Quality Tests
Lineage Documentation
The stack
Technologies we use
Mature, widely supported tools that are easy to hire for — so you are never left with a system only we can maintain.
Why us
Why teams pick us for this
The honest answers to what you are probably weighing up right now.
Working software, weekly
You get a URL you can open from the first week, not a status document. Nothing is hidden until a launch date.
You own everything
Code, accounts, domains and documentation are in your name from day one. Leaving us is a handover, not a hostage negotiation.
Senior people only
The person who scoped your work is the person who does it. Nothing is quietly handed to a junior after the contract is signed.
Fixed scope, fixed price
You approve a written scope and a number before work starts. If the scope changes, we tell you what it costs before we do it, not after.
Before you ask
Common questions
How long does this usually take?
It depends on scope, which is why we scope before quoting. A focused piece of work is typically a few weeks; a larger build runs in phases with something usable at the end of each. You get a written timeline before anything starts.
What does it cost?
The tiers on this page are starting points, not a menu. After a short discovery call we send a fixed price against a written scope, so there is no hourly meter running and no surprise on the final invoice.
Who owns the work?
You do — the code, the accounts, the domains and the documentation, all in your name from the start. If you later move to another team or bring it in house, everything transfers without our involvement.
Why Apache Airflow?
We work with Apache Airflow, dbt, Snowflake because they are mature, widely supported and easy to hire for — so you are not left with a system only we can maintain. If you already have a stack, we work in it rather than arguing for a rewrite.
Can you work with our existing codebase?
Usually yes. We start by reading what you have and telling you honestly whether extending it or replacing it is the better commercial decision — including when the answer is that you do not need us.
Investment
Simple, fixed pricing
Transparent, competitive pricing designed to deliver maximum ROI.
Starter
A focused piece of work with a written scope and a fixed price.
- Discovery workshop
- Defined scope & timeline
- Single delivery phase
- 30 days of support
Growth
Multi-phase delivery with a dedicated lead — where most projects land.
- Everything in Starter
- Multi-phase delivery
- Dedicated project lead
- 90 days of support
Enterprise
An embedded team, SLA-backed response, and an ongoing retainer.
- Everything in Growth
- Embedded team
- SLA-backed response
- Ongoing retainer
Deploy Data Pipelines.
Enter your corporate email below. Our senior engineering team will review your requirements and architect a deployment roadmap.