AI to production ● Rescue broken MVPs ● SOC 2 & GDPR ● Process automation ●
Atomiz ● Prototype → production ● Fixed price ●
Fixed-price AI engineering · EU■ Scroll for offers & prices

We take AI products from prototype to production — fixed scope, fixed price, fixed date.

Book a free 30-minute call ↗
● Nº001 / Intro

We take AI products from prototype to production — backend, cloud, LLM infrastructure and SOC 2 — for a fixed price.

Two senior engineers, any stack, any cloud — with fixed scope, fixed price and a fixed delivery date. For AI startups at seed–A and businesses that know where they lose time and money.

2–3kRPS on an AI platform we built
~50%Faster processing after our rebuild
−60%Manual-entry errors after integration
Book a 30-minute call↗See the four offers↗
● Nº002 / Why now

95%ofcorporateGenAIpilotsneverdeliverameasurableresult.Moststallbetweendemoandproduction.

We build for the other 5%.SOURCE: MIT NANDA, “THE GENAI DIVIDE: STATE OF AI IN BUSINESS 2025” ↗
● Nº003 / Offers

Four ways to start. Each at a fixed price.

FIXED PRICE · FIXED SCOPE · FIXED DATE
OFFER 01AI STARTUPS SEED–A

AI to production

“The pilot works in the demo — and never reaches production.”

We audit architecture, LLM cost and latency, reliability and security, then ship the 90-day plan as a sprint.

AUDIT · 2 WKS€4–8k
SPRINT · 4–8 WKS€20–40k
Book an audit call ↗
OFFER 02OWNERS & OPS LEADS

Solve a business problem

“We know where we lose time and money. We don’t know how to fix it.”

A one-day session maps the process and picks 1–2 solutions with a clear effect. A fixed-price proposal follows within a week.

SESSION · 1 DAY€1.5–3k*
SPRINT€10–30k
Book a session call ↗
OFFER 03NON-TECH FOUNDERS

Rescue a vibe-coded MVP

“Every new feature breaks two old ones — and customers are already paying.”

Code written by AI or a cheap contractor, in any stack — Next.js, Supabase, Python, Node and more: we diagnose security holes and tech debt, then stabilise it without stopping your product.

DIAGNOSTICS · 2 WKS€3–6k
SPRINT€15–40k
Book a diagnostics call ↗
OFFER 04B2B SAAS → ENTERPRISE

SOC 2 / GDPR engineering sprint

“Our first enterprise client wants SOC 2. Our infrastructure isn’t ready.”

IAM, secrets, Terraform and audit processes, done by engineers who have already taken an AI platform through SOC 2 and GDPR.

SPRINT · 6–8 WKS€15–40k
COMPLIANCE SUPPORT€2–5k/mo
Book a compliance call ↗
* The session fee is credited to the sprint if you go ahead.After launch: support and growth retainers from €1.5k/month — evals, monitoring, LLM cost optimisation.
● Nº004 / How we work

Five steps from first call to production.

0102030405START / FINISH
  1. 01Paid entryAudit, diagnostics or strategy session — fixed price, two weeks max.
  2. 02Plan & priceA one-page proposal: scope, deadline, fixed price. You decide.
  3. 03Sprint4–8 weeks of focused delivery. Demo every week, repo access from day one.
  4. 04Production & handoverRelease, docs, monitoring. Code and infrastructure transfer to you.
  5. 05Ongoing supportOptional retainer: evals, monitoring, cost optimisation, new features.
● Nº005 / Selected work

Products we took to production.

Each one: what was there, what we built, what changed — in numbers.

[Pam — product screenshot]
EXHIBIT 01 · AI PLATFORM · $1M ROUND

Pam — an AI platform from zero

First engineer on the platform: architecture, infrastructure and a team grown from one to four. Zero-downtime deploys, SOC 2 and GDPR in place.

8+
SERVICES
2–3k
RPS
1→4
TEAM GROWN
[OmniTrend — product screenshot]
EXHIBIT 02 · AI / NLP ANALYTICS

OmniTrend — raw MVP to stable system

An AI/NLP analytics platform rebuilt for reliability: parsing pipelines, data model and performance.

~50%
FASTER PROCESSING
3×
MORE DATA HANDLED
[24Print — product screenshot]
EXHIBIT 03 · PROCESS AUTOMATION

24Print — state registry integration

Replaced manual data entry with a direct integration into the Polish state business registry.

−60%
MANUAL-ENTRY ERRORS
● Nº006 / Our foundation

A production-ready backend in week one.

Every project starts on a proven production foundation that adapts to your stack and cloud, so your budget goes into your product — not into rebuilding plumbing.

SERVICETyped, tested service templates — or your existing stack
CLOUDAny major cloud provider, provisioned with Terraform
SHIPPINGCI/CD with zero-downtime deploys
OBSERVABILITYMonitoring and alerting from day one
COMPLIANCEBaseline SOC 2 controls
LLM LAYERRetrieval, memory, evals and cost tracking
● Nº007 / Team

Two founders. No juniors behind the curtain.

Both in the EU: GDPR by default, European time zones and a good overlap with the US East Coast.

[Photo — Maksym]
CEO · SALES & DELIVERYPRAGUE

Maksym Martyniuk

Python backend since 2018: databases, performance, data pipelines and integrations. Runs delivery across several projects — the predictability outsourcing clients usually miss.

LinkedIn ↗
[Photo — Filip]
CTO · ARCHITECTURE & INFRACARTAGENA

Filip Stoika

First engineer of an AI platform: FastAPI, cloud infrastructure on Terraform, 2–3k RPS, LLM memory and retrieval, MCP — plus hands-on SOC 2 and GDPR, which most developers have never done.

LinkedIn ↗
● Nº008 / Book a call

30 minutes with an engineer. A written plan within days.

Free, no obligation. You talk to the engineer who would lead your project — not a sales rep.

  1. 01Pick a time that suits you and describe the problem in two lines
  2. 02You get a calendar invite with a video link right away
  3. 0330-minute call: goals, constraints, budget
  4. 04You get the recommended entry point, scope and price in writing

Book your call

30 MIN · ONLINE · YOUR TIME ZONE

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● Nº009 / FAQ

Questions before the start?

What does the first step cost?+

Every engagement starts with a fixed-price entry: an audit, a diagnostics run or a one-day strategy session, from €1.5k to €8k depending on the offer. The call itself is free.

Who owns the code?+

You do. After payment, the repository, infrastructure and documentation are transferred to you — no lock-in.

Who actually does the work?+

The two founders. The person on your call is the person who designs and ships your system.

Which technologies do you work with?+

We are technology-agnostic and AI-native. We work in the stack you already have — Python, TypeScript, Next.js, Supabase and others — on AWS, Google Cloud or Azure, and use AI tooling throughout our own delivery.

Will you sign an NDA?+

Yes. We are happy to sign your NDA before the first call, or send you ours. See our NDA page.

What if the scope changes?+

The fixed price covers the agreed scope. Changes are quoted as separate change requests, so the price only moves when you decide it should.