MODELS & INFRASTRUCTURE

Technology that fits.

For your IT team: which models we run, how we adapt them, and where they run.

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

Reads 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.

Our standard

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.

When required

Hardened Cloud

When on-premise is not possible: dedicated instances in an EU or other cloud, hardened by us. No shared tenancy. Full data isolation, GDPR-compliant.

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
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INSIDE THE MACHINE

We build AI Machines.

Six parts, one installed system. On your hardware, yours to keep.

We build AI Machines.

  • 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-compliant by design

  • 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
Explore case studies