The studio

Public data is a mess.
That's the opening.

Public data is everywhere, and most of it is messy and hard to use. We turn it into products, ship fast, and let buyers tell us what works.

See what's live
PICK JOIN SHIP GROW

How the studio works

We turn messy public data into products people pay for. AI does in days what used to take a team months.

01

Pick

One messy, valuable join that others can't easily assemble, with a buyer who already pays for something worse.

02

Join

AI does the entity resolution, address matching, and extraction. Days, not months.

03

Ship

A working product into real hands, fast. The market is the only honest judge.

04

Grow

Keep what earns revenue, cut the rest, and reuse the assembly engine on the next one.

In the open

What's live, and what's in build.

No vapourware. This board is the honest state of the studio. It moves as the work does.

Live
The studio

Open for its own builds and forward-deployed client work. The opportunity map, eight open-data wedges scored across the UK and France, is the research the builds run on.

In build
Property ownership graph

"Who really owns this building?" HM Land Registry gates title behind a per-title fee. We fuse the free pieces (corporate and overseas owners, land polygons, price-paid, Companies House and PSC) into one ownership graph. The join others won't do at scale.

Shipping log

We publish the work as it happens.

Watch how we build, long before you decide to work with us.

Live shipping-log · public
SEP 2026 data-stack.co goes live Launch
AUG 2026 Opportunity map: 8 open-data wedges across the UK & France Research
AUG 2026 Property ownership graph, assembly in build Milestone

The other half of the studio

We also engineer AI for industry.

When we're not building our own, we embed with industrial teams as forward-deployed data & AI engineers.

See the practice Meet the team