AI & agentic automation
Agentic AI for business processes. Emails, invoices, document extraction — routine gone. AI wired into your existing systems, not yet another isolated chatbot.
Learn more →AI integration and system modernization. For companies that can't afford to wait. We wire AI into what you already have — fit to your needs. Working systems, not slideware.
Three things we do every day — and we do them properly.
Agentic AI for business processes. Emails, invoices, document extraction — routine gone. AI wired into your existing systems, not yet another isolated chatbot.
Learn more →We found a bottleneck in a bank where contract generation took 2 hours. After our optimization — 3 minutes. This is what we do — we find what's broken and fix it.
Learn more →We delivered the complete Carivio taxi app in 4 months. Backend, mobile apps, AI pricing, real-time tracking. When it needs to work, we take care of everything.
Learn more →Most KSeF integrations are fire-and-forget — and when the state system goes down, invoices vanish. We build it durable: idempotent submission, retry, reconciliation, audit log. No lost invoices, no penalties.
Learn more →An honest answer from people who use these AI tools every day.
Cursor or Claude Code can ship a demo in an hour. Production is another league — security, edge cases, scale, compliance, audit log. Without senior review it collapses the first quarter it runs in a bank.
ChatGPT won't write a KSeF client for Czech invoicing. It won't wire you into Pohoda, the legacy SAP, or your ERP. That is weeks of debug, spec know-how, and vendor coordination — not a prompt.
GDPR, SOC2, internal security policy — AI-generated code routinely ships through third parties. For a bank, city or factory that means legal risk. We handle it: local models, decision audits, data residency, DPO-friendly architecture.
Who fixes it when it falls over in six months? Who knows why it is written this way? AI generates docs, but we defend them in front of your CTO and auditor. No lock-in — we hand over the keys and a runbook.
We don't hide the AI. We use Claude Code, Cursor and Codex every day — that's how we ship in weeks, not months. The difference is the senior review that sits between the AI and your production.
Four things we do differently than most studios.
We pick the model to fit the need — Claude, GPT, open-source, local Llama for sensitive data. No vendor lock-in, no generic wrappers. Agents that read documents, call tools, and escalate only edge cases.
Months last year, weeks this year. AI coding assistants, agentic pipelines, reusable components. Fewer meetings, more code in production — and senior review on every commit.
Have a working app? We add AI agents to what already runs — no rewrite, no lock-in. Wired into your APIs, auth, and data. Weeks, not quarters.
GDPR, enterprise-grade audit log for every AI decision. We know why, what, when. For banks, public sector, and manufacturing — where you must prove AI did the right thing.
Numbers. Not adjectives.
Real problems, real solutions.
Generating client contracts took over two hours. The system crawled through millions of records with inefficient queries…
The client wanted to use AI across the business — image and video generation for marketing, text AI for automation — but…
The city office was buried in repetitive citizen questions — opening hours, fees, waste, events — and foreigners could n…
No management overhead. You talk to a developer, not an account manager.

Applied AI architect and senior .NET engineer, 10 years in. Builds production RAG and agentic systems wired into real .NET backends — from KSeF to a municipal chatbot at ~90% accuracy. Previously ČSOB, Vendavo, Atlas Copco.

Fullstack developer focused on mobile apps (Flutter, React Native) and modern frontend (Next.js, React).
Eight years in cloud infrastructure and DevOps. RPA, enterprise automation and monitoring at Tieto. Owns the infrastructure layer across projects — CI/CD, infra-as-code, observability, incident response.
Master of Engineering (Ing.). Worked on the Carivio platform, plus wellyou.cz and cervenesolarium.cz — backend API design and frontend integration end-to-end.
Data specialist — Kafka and Snowflake. Data engineering at Česká spořitelna, where data reliability and scale are real constraints. Pipelines that don't drop records; schemas that survive change.
Five years of DevOps in the armed forces, fullstack at myJourney, now an SQL and database specialist. Operational discipline plus database depth — data integrity, schema governance, ops-heavy workloads.
Started in QA, moved into frontend — and it shows: UI that's tested, not just built. Worked on solutionbox.cz and a pizzeria SaaS.
No non-committal 90-minute pitches. Describe what you're solving — we'll reply within 24 hours.