A studio of engineers, scientists,
and operators.
We bring strategy, data engineering, machine learning, and product craft together as a single team that owns problems end-to-end — from a blank canvas to a production system the business depends on.
Built by people who've shipped
this for a living.
ATOD — short for A to Data — was founded by data engineers, machine-learning researchers, and product leaders who spent careers inside large enterprises and the platforms that serve them. We started ATOD because the gap between what's pitched and what actually goes live had become too wide.
Our work is unglamorous on purpose. Production reliability, observability, and governance are the things that compound — and we lead with them.
How we work — and why.
Production first
We deploy a real environment in week one. Demos run on the same infrastructure as launch.
Senior, not staffed
No leverage pyramid. The engineer in the room is the engineer doing the work.
Honest scope
We say no to projects we can't ship — and yes to scopes we can stake our reputation on.
Open by default
Code, docs, runbooks, and decision records — yours from day one.
Vendor-neutral
We pick what fits your stack and economics — never what we resell.
Measured impact
Every engagement closes with a quantified business outcome — or it isn't closed.
Senior engineers. Hard problems.
A distributed team across the EU, UK, and US — with deep domain experience in regulated industries.