It works. Until you touch it.

You built it with AI tools, and now every change breaks something that worked yesterday. Or there’s no software at all and the whole job lives in one person’s head. Either way, there’s nothing you can put in front of a customer and charge for.

€5,000 buys a version.
A version is one week.
Stop after any of them. No notice, no setup fee, no minimum term.
Book twenty minutes Four answers, including what we’d refuse
Five systems in productionin five industries that share nothing
Your accounts from commit onerepository and cloud in your company’s name
Cancel after any versionno notice, no minimum term

Not a mistake you made. These tools are good at a first version and bad at a twelfth, and nobody mentions that at the start.

week 1 week 12 A version a week Prompting it again

Why a week beats another prompt

A prompting tool builds a good first version in an afternoon, then starts from scratch on every ask. Week twelve here inherits what the first eleven taught us. A fresh prompt inherits nothing.

Five systems in production, in five industries that share nothing

Each one began as judgement somebody carried in their head, usually the person everything else was waiting on.

SystemWhat lived in a headWhat shipped
Executive schedulingUK. A company founded by a former cabinet minister. “How to pick the right meeting slot” Software that weighs what she weighed. Meetings now settle in one exchange.Weighted constraint optimisation
KIMAReal estate, Germany “How to manage deals in a CRM” Deals move on recorded events instead of someone remembering to update a row.Event and command queue orchestration
Research platformScientific research, Israel “What we know about this domain” Findings scattered across papers and people, made answerable by a model.Knowledge graphs for AI
SignalsAPIRecruitment. Our own product. “How to find good leads” 457 sources read continuously and sorted on the way in.Scraping and classification pipeline
Virtual BDRSales. Our own product. “How to work a prospect” A salesperson’s sequence in pieces, reassembled for each prospect.Composable outreach modules

Two other engagements are left off deliberately — both were work on someone else’s platform rather than systems built here.

1MPages a day
457Sources scraped
30+Services live
0DevOps engineers

Those four numbers are SignalsAPI’s, which is our own product. Client systems run in the clients’ own accounts, so their figures are theirs to publish rather than ours.

“They can hand the codebase to Claude now and add features without breaking anything.”

Client, KIMA — real estate, Germany. Quoted with permission. Our description of that project, not his: it arrived vibe-coded on top of a spreadsheet, and was rebuilt on a queue.

Every option is either too small to ship or too big to start

Everyone arrives by the same route, and the whole route is already priced. Pick any of them.

almost nobody sells here
too small to shiptoo big to start

€5,000 buys a version. A version is one week.

Stop after any of them. No notice, no setup fee, no minimum term.

Book twenty minutes

Four answers: what’s buildable, what we’d build first, what’s hardest, and what we’d refuse.

Working software every week, and you keep it if we stop

No spec to write, no roadmap to approve, no discovery phase to pay for. The specification is what comes out.

The usual arrangement
the vendor’s accountsyours, eventually
Here
your accounts, from the first commit
week 1the day you stop
Every week Something you can put in front of a real user, with a recorded demo 24 hours before the call so you arrive with questions.
Custody from commit one Repository and cloud accounts in your company’s name. Someone you didn’t hire can check the owner field in about a minute.
Documentation, tested Read by someone who didn’t write it, run on a fresh machine, signed off against scope, with dated decision records. If a test fails the version isn’t done, at no extra charge.
Handover rehearsed in week one A tested handover is evidence. An untested one is a claim.
Everything included Deployment, hosting, pipeline, security testing, compliance. Never itemised, and no invoice arriving in month three with “infrastructure” on it.
Cancel after any version No notice, no setup fee, no minimum. The week’s notice is the milestone: every seven days you look at working software and decide.

One client bought forty weeks, one at a time

A company founded by a former UK cabinet minister needed one executive assistant’s judgement about meeting slots turned into software. It lived nowhere but in her head. They had interviewed seventy people off Upwork and stopped believing anyone existed; one of the seventy could show, during the interview itself, that it was buildable. That is still exactly what these twenty minutes are.

first working version, week 4forty separate decisions to continue
Interviewed before this engagement
70
First working beta
1 month
Scheduling round-trips afterwards
One, on average
underneath, one deployment the assistantjudgement, as weights travel timebetween meetings filter, then rankhard filters, soft ranks model adapterwrites the reason the draftunsent a humansends it weights you tune rejects the impossible ranked slots with a reason no send scope never picks the slot appscoped per user_id workerseparate, background one storesessions, queue, storage
Schematic — shape only The assistant’s judgement enters as weights you tune; travel time enters as a hard constraint and rejects the physically impossible. One stage filters, then ranks. The language model writes the explanation and never picks the slot, and the result is a draft nobody has sent — the mailbox scopes are read and compose, and there is no send scope. That last part is a product decision, not an unfinished feature.

The assistant whose judgement the software absorbed didn’t lose her job. She ended up running the company, which tends to be how it goes: the person holding the knowledge usually understands the business better than anyone else in it.

Book twenty minutes

That is still exactly what these twenty minutes are.

Paused rather than churned — the product was good enough to raise on. Those forty weeks were bought at the rate then in force, so multiplying by today’s €5,000 gives a number nobody paid.

Three things we talked a client out of buying

“Don’t build this” is one of the four answers on the call. Here is what it has looked like when the answer was given.

  • A vector database. The corpus fitted in Postgres. pgvector did the job, and the money went on parsing instead.
  • Bulk outreach over a shared consumer channel. One flagged number takes it down for every firm on it, so it went out staged, per firm.
  • A second CRM integration in month one. The first write path was two weeks old.

We don’t ask for a spec, because the people who hold the knowledge can’t write one

Ask a domain expert how the software should work and you get the manual version described back, which overconstrains it before a line is written. So the first version is the question.

Mykola Vorobiov
Mykola Vorobiov
Chief Technology Officer

Owns the architecture standard everything here is built to. Twenty-five years putting a stable interface in front of chaotic reality: payment providers in 2010, job boards in 2021, model vendors in 2025. Whatever you describe on the call is unlikely to be the strangest thing.

Don’t book if any of these is true

  • You’re technical. You’ll do this yourself, or hire developers you can lead.
  • You want a fixed price against a frozen spec. Not a preference — the method scopes by building.
  • Nobody on your side knows the domain. We can build it. We can’t know what it should do.
  • One prompt would finish it. Go and finish it. We’d rather lose the five thousand than be the reason you spent it.
  • You need someone to run developers you’ve hired. This replaces a team rather than managing one.
  • The money isn’t there yet. Go and sell the presentation first. We’ll still be here.

The honest concession: hiring leaves the capability inside your company permanently and this doesn’t. If what you need is an engineer who’s still there in three years, hire the engineer. We’d say so on the call anyway.

We work 08:00–17:00 CET, remotely, and don’t take engagements more than two hours off that.

Twenty minutes, and you’ll know what we’d build first

Describe the thing you want to exist. “Don’t build this” is one of the four answers, and you get it in twenty minutes rather than in month four. If someone else is the better fit, we’ll say so and tell you who.

Book twenty minutes

Rather write first? [email protected]

€5,000 a versionA version is one week
Book twenty minutes