MODELS & INFRASTRUCTURE

Technology that fits.

Made for your specific case: trained open-source models or established Olingo specialist models.

DATA TRANSLATION

Data translation, tuned to your domain.

We turn the unstructured data your business produces every day: scanned documents, PDFs, voice recordings, video, free-text notes. These become structured records your downstream systems already understand. No hand-coded extractors, no generic API wrappers, but custom transformer models, deployed on your hardware.

Unstructured input

Scanned documents
PDF reports
Voice recordings
Video footage
Free-text notes
Email threads
Custom-trained transformers

Structured output

FHIR · HealthcareWhat a hospital's HIS receives back
{
  "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.

OLINGO MODELS

How we choose models for your domain.

We don't ship the same model for every problem. For each deployment we pick the architecture that fits your data, regulatory requirements, and hardware budget, or adapt it via fine-tuning. The Olingo line is our answer when standard models fall short.

Trained on medical, legal, and industrial speech corpora. Delivers high-accuracy transcription with speaker separation and domain-adapted output formatting — from ambulance reports to surgical protocols.

Medical dictation & ward round transcription
Legal deposition and hearing transcription
Ambulance & emergency scenario reporting
Speaker separation
Configurable structured output schemas
Central European language specialisation

99.8% accuracy on printed and handwritten medical forms, legal documents, and industrial records. Handles complex layouts, tables, and multi-language content.

Physical document digitisation
Form field and table extraction
Handwritten note recognition
Multi-language support
Layout-aware parsing
Integration with downstream LLM pipelines

Fine-tuned for structured output generation. Transforms raw transcripts, clinical notes, and legacy data formats into FHIR records, CRM schemas, structured reports, or any target data structure.

FHIR record generation from raw transcripts
CRM entry structuring
Legacy format migration
Discharge summary and clinical documentation
Domain-specific fine-tuning
GDPR-native — runs entirely on-premise

OPEN-SOURCE DEPLOYMENTS

We also deploy and adapt leading open-source models.

Mistral, LLaMA 3, Phi-4, Whisper, and others — fine-tuned on your domain data and integrated with your systems. Running on your infrastructure, managed by us.

Meta

LLaMA 3

Meta's open-weight model family, deployed and adapted for regulated industry workloads.

OpenAI

Whisper

High-accuracy multilingual speech recognition, extended with domain-specific fine-tuning.

Microsoft

Phi-3 / Phi-4

Efficient small models for edge and resource-constrained on-premise deployments.

Mistral AI

Mistral / Mixtral

High-performance instruction-following models, fine-tuned for domain-specific tasks.

DEPLOYMENT OPTIONS

Your infrastructure. Your models.

In-house

On-Premise GPU Servers

Dedicated GPU hardware deployed in your data centre. Fully air-gapped option available. No data leaves your network under any circumstances.

In the EU

Private Cloud

EU-hosted private cloud instances. No shared tenancy. GDPR-compliant with full data isolation.

CREDENTIALS

Hardware Expertise

  • NVIDIA DGX Systems
  • NVIDIA AI Infrastructure
  • Apple Silicon (Mac mini)

Software Architecture

  • NVIDIA CUDA
  • AMD ROCm
  • NVIDIA Generative AI
  • On-prem deployment from cloud-LLM stacks

INSIDE THE MACHINE

Six parts. One installed system.

Installed on your hardware. Yours to keep.

The Chassis

GPU servers in your building
No cloud routing
Air-gapped if needed

The Controls

API, web UI, native app
Fits into tools your team already uses

The Safety

Your data never touches our network
GDPR by architecture, not by audit

The Fuel

Voice recordings
Scanned documents
Legacy databases
Free-text records

The Engine

Transformers fine-tuned on your domain
Olingo model line for healthcare and legal
Not a generic API wrapper

The Connectivity

FHIR for hospitals
Dynamics + SharePoint for enterprise
Your existing systems, not new ones
Six parts. One installed system.