MUNICH · PRAGUE · ON-PREMISE AI ENGINEERS
We build
AI Machines.
AI for hospitals, law firms and high-stakes data. Running on your hardware. Owned by you.
Scroll to explore
DEPLOYED SYSTEMS
Live systems. Real outcomes.
Olingo Medical
Voice & documents → FHIR records. Live in 10+ public hospitals across the Czech Republic.
T-Systems Connectivity Platform
Fleet connectivity platform with ML-driven predictive analytics — on T-Systems infrastructure.
Eurowag Legislation Monitor
Multi-jurisdiction legislation monitor — daily traffic-light compliance reports for Eurowag.
RowanAI
Airgapped AI agent infrastructure running law firm operations at Rowan Legal — no data leaves the building.
INSIDE THE MACHINE
Six parts. One installed system.
Installed on your hardware. Yours to keep.
The Chassis
GPU servers in your buildingNo cloud routingAir-gapped if neededThe Controls
API, web UI, native appFits into tools your team already usesThe Safety
Your data never touches our networkGDPR by architecture, not by auditThe Fuel
Voice recordingsScanned documentsLegacy databasesFree-text recordsThe Engine
Transformers fine-tuned on your domainOlingo model line for healthcare and legalNot a generic API wrapperThe Connectivity
FHIR for hospitalsDynamics + SharePoint for enterpriseYour existing systems, not new ones
The Chassis
GPU servers in your buildingNo cloud routingAir-gapped if neededThe Controls
API, web UI, native appFits into tools your team already usesThe Safety
Your data never touches our networkGDPR by architecture, not by auditThe Fuel
Voice recordingsScanned documentsLegacy databasesFree-text recordsThe Engine
Transformers fine-tuned on your domainOlingo model line for healthcare and legalNot a generic API wrapperThe Connectivity
FHIR for hospitalsDynamics + SharePoint for enterpriseYour existing systems, not new onesWHAT WE BELIEVE
Cloud AI is the wrong architecture for your data.
When the data is patient records, M&A drafts, or government correspondence, 'send it to the cloud' isn't a procurement decision — it's a liability. Every API call to a cloud LLM leaves a trace. Every query becomes training material. Or evidence in court. We built the alternative: AI that runs on your hardware, trained on your data, owned by you.
— Krystof Olik, Founder
No tokens. No quotas. No third-party access.
Your data never leaves your network. By architecture.
You own the model. You own the updates. You own the outcomes.
WHAT WE DO
Data translation, custom-trained for your domain.
We turn the messy data your business actually produces — scanned documents, PDFs, voice recordings, video, free-text notes, trading streams — into the structured records your downstream systems already understand. No hand-coded extractors, no generic API wrappers. Custom-trained transformer models, deployed on your hardware.
Unstructured input
Structured output
{
"resourceType": "Encounter",
"patient": "Patient/PT-04821",
"period": { "start": "2026-05-08T09:14" },
"diagnosis": [
{ "code": "I10", "label": "Hypertension" }
]
}Whatever the source. Whatever the target. Built for your domain — not a generic API.
VOICE → RECORDS
Doctors dictate. The structured record appears in your HIS.
Medical-grade transcriptionOCR from scans & documentsStructured output schemasDOCUMENTS → KNOWLEDGE
Decades of internal documents become an instant answer system.
RAG over your existing dataLegacy system integrationReal-time answersVOICE → RECORDS
Doctors dictate. The structured record appears in your HIS.
Medical-grade transcriptionOCR from scans & documentsStructured output schemasDOCUMENTS → KNOWLEDGE
Decades of internal documents become an instant answer system.
RAG over your existing dataLegacy system integrationReal-time answersFOR AI SOFTWARE COMPANIES
Your customers want it on their servers. We make that possible.
AI startups built for the cloud lose deals to buyers who can't accept cloud — hospitals, banks, law firms, government, defence. We port your stack to run on the customer's hardware, fully on-premise, so you can close those deals without rebuilding your product.
Port from cloud to on-premise
Your stack containerised and deployable on the customer's hardware. Air-gapped where required.
Replace API dependencies
Local model inference instead of OpenAI or Anthropic calls. Same capability, no external network.
Hardware sizing & operations
GPU specifications, deployment, and operational handoff to the customer's IT team.
FAQ
Frequently Asked Questions
Common questions about on-premise AI deployments
What does 'on-premise' mean in practice?
It means the AI model and all processing run on hardware located in your own data centre or server room. No data is sent to any external cloud service. You own the hardware, control the access, and the system can operate fully air-gapped — with no internet connection required.
How long does a deployment take?
Our fastest deployment was 3 weeks from contract to production. Typical complex integrations take 6–12 weeks depending on system complexity and client IT readiness.
Is private cloud an option if we're not ready for on-site deployment?
Yes. We offer private cloud deployments on EU-hosted infrastructure with full data isolation. This is a good starting point for teams moving towards on-premise ownership.
What happens after deployment?
We provide managed service support including model monitoring, performance optimisation, and updates. We can also transition to a fixed monthly maintenance model after the initial deployment.
How does pricing work?
Engagements are priced per project based on scope and complexity. We provide a fixed-price proposal after the 30-minute technical assessment. There are no token-based running costs — just infrastructure and support.
Contact
Talk to engineers, not sales.
We work with organisations ready to own their AI infrastructure. 30-minute session: we map your data flows and propose a deployment architecture. If we're not the right fit, we'll tell you.
WHAT HAPPENS NEXT
- 01We map your data flows and existing systems.
- 02We propose a deployment architecture for your infrastructure.
- 03You leave with a concrete plan. No pitch.
info@ollsoft.comTrusted by hospitals, law firms, and industrial companies across Europe.