About

A solo-founded, operator-grade AI practice.

We build and operate private AI — automation that works, and inference that runs on the client's own hardware, to SRE standards.

The founder

Laurynas Jurys

One of very few people in the Baltic region who combines Azure AI Engineer + Solutions Architect Expert certifications with hands-on SRE/DevOps leadership and a documented self-hosted LLM stack.

  • Azure Solutions Architect Expert · Azure AI Engineer Associate · SRE Foundation.
  • Led SRE team through client onboardings; migrated ~1000 VMs and ~2000 DB backups safely; built Power BI capacity dashboards.
  • Author of the UbuntuLLM repo — a multi-vendor self-hosted LLM stack (vLLM/Ollama/llama.cpp across NVIDIA, AMD, Intel, and Apple Silicon/Mac, Traefik, Open WebUI, agents).
  • Lineage: Barclays, Danske, Telia, Devoteam, Atos — the credibility multiplier in regulated verticals.

Why this combination matters

Most AI vendors can call an API. Very few can stand up a hardened, monitored, multi-GPU inference platform on a client's premises and integrate it into existing ITSM, backup, and identity systems.

That gap — between "we did a ChatGPT pilot" and "we run production AI, safely, on our own hardware" — is the practice.

Positioning

We sit at the apex.

Three words do the heavy lifting:

  • Private — data sovereignty, GDPR, EU AI Act. The wedge no SaaS can match.
  • Operate — we don't just build it and leave; we keep it running.
  • SRE standards — the credibility gap most AI vendors cannot cross.

We combine sovereignty + delivery discipline. Most competitors sit on one of the two base corners and cannot do both.

Private + Operated Us data-stays + operated, monitored, DR
Cloud API only OpenAI / Azure — data leaves
Generic "AI consultants" slides, no SRE

Most competitors sit on one base corner. We combine both.

Who we work with

Industries where private AI fits.

If your data can't leave the building — because of GDPR, a regulator, or plain confidentiality — we're built for you.

⚖️

Legal, notary, accounting

Private RAG over case files and precedents, contract review, document AI for intake — nothing leaves the firm.

🏦

Banking, fintech, insurance

Sovereign inference, claims and underwriting assist, AI governance and EU AI Act readiness for the regulator.

🏭

Manufacturing & logistics

Invoice / BoL / customs document AI, supplier email automation, machine-log triage, edge QA.

🏛️

Public sector & education

Data-sovereignty mandate, citizen casework, multilingual service assistants, records de-identification.

🩺

Healthcare & pharma

Clinical summarization, coding assist, pharmacovigilance — with the compliance bar handled.

💻

SaaS / ISV

Embed private AI features inside your product, on your infrastructure — with cost-optimized inference routing.

Based in Vilnius. Lithuania & the Baltics first, remote delivery across the Nordics.

Let's find the pilot that fits.

If your data can't leave the building, let's talk about which pilot matches your sharpest pain.

Talk to us