It starts as one sentence.
A hunch you can't shake. A market you can see but can't reach. Every system we've shipped started right here.
A hunch you can't shake. A market you can see but can't reach. Every system we've shipped started right here.
Senior engineers and our agents pull the brief apart until the real problem shows itself. It's rarely the one in the first email.
Architecture comes first, because the early calls are the ones you can't take back. We design for the day real users show up.
People and agents working as one crew, shipping production-grade code at a pace that still surprises us. You watch it take shape in real time.
Scanned, tested, observed, hardened. We test it before the world gets the chance.
The sentence you started with is now live, fast, and yours — and we stay on to keep it that way.
Start with the problemWe build the software a business can't afford to get wrong: platforms that carry real load, and AI that holds up once real users arrive. Seventeen years of shipping production systems, behind every build.
One bar across all of them: fast where possible, uncompromising where it matters.
Custom platforms for companies where an outage makes the news. Heavy workflows, deep integrations, and the kind of reliability you stop noticing — architecture through deployment.
Plenty of AI projects die as demos. Ours go to work: LLM orchestration, predictive models, and automation wired into the stack you already run.
Data earns its keep when someone acts on it. We build the pipelines, warehouses and analytics that put a clear answer in front of whoever makes the call.
We don't learn your industry on your budget. We show up with production scars in the sectors we work in, and it shows in the first questions we ask. The five directions below are where we go deepest.
Old systems aren't shameful, they're normal. We redesign and migrate in stages — no big-bang rewrite, nothing stops running — and you come out with a platform built for the next decade.
Buying or backing a software company? We'll tell you what the code is really worth: quality, architecture risk, team strength, and what scaling will actually cost. Unsparing, by design.
Client work stays confidential, so the names are off. The systems are real, and so are the numbers.
Most teams bolt a chatbot onto an old process and call it AI adoption. We rebuild the process itself — agent harnesses, orchestration layers, memory shared between people and models, pipelines where agents do the work and humans review it — and we engineer it so the token bill never eats the margin. We ran it on our own delivery first.
Key skillsAgent orchestration & harness design · token-spend analytics & model routing · shared human–agent memory · multi-user agent surfaces · CI/CD for model-driven development
Enterprise real estate runs on data volume. One platform we built for the sector carries it: CRM workflows, intelligent dialers, contact-intelligence engines, predictive analytics — over data pipelines, third-party integrations and LLM orchestration that keep a mission-critical system standing.
Key skillsEnterprise CRM modernization · AI-assisted dialing at scale · real-time multi-source sync · intelligent contact scoring · high-availability infrastructure
AI that reads medicine the way a careful clinician does. Our pipelines pull years of scattered records — lab panels, imaging, prescriptions, discharge notes, across more than one language — into a single picture of a person's health. AI companions track the trends, flag what deserves attention, and help families and physicians arrive at appointments prepared.
Key skillsLongitudinal record normalization · multilingual medical extraction · lab reference-range analytics · risk flagging · conversational health companions · privacy-first, GDPR-aligned deployments
A research desk that never sleeps. It watches futures, FX and equities around the clock and turns price action, positioning and macro flow into a morning brief worth reading — then powers advisory copilots that report on portfolios with private-bank discipline.
Key skillsMulti-source market synthesis · AI-graded signal extraction · automated desk briefs · portfolio & performance reporting · auditable, explainable signal trails
Our own product, and public proof of the playbook: a live index of every Cirrus SR aircraft for sale in Europe. Twelve scattered dealer and broker sources, crawled, deduplicated and normalized, then enriched with market analytics and per-airframe ADS-B flight history. The same method works in any high-value market where the inventory is scattered and the pricing is opaque.
Key skillsSource crawling & entity resolution · spec normalization · price & days-on-market analytics · live aircraft tracking · public-grade product polish
Spain, Andorra, Czech Republic, Poland, Ukraine. Different time zones, different engineering traditions, the same bar for what goes out the door.
No juniors staffed behind the pitch. Every engineer on your project has ten-plus years in production, and stays on it from first call to launch.
You work with the people who design and build your system — from first conversation to launch. No account managers in the middle, no handoffs: what's promised is what ships, by the same hands.
We turn down more work than we take, so each project gets the whole team instead of a slice of it.
Before we start, you'll know the real timeline, complexity and risk — and if we're not the right team for it, we'll say so.
One message starts it — no sales theatre, no qualification maze. Tell us the problem, and we'll tell you how we'd approach it.