MODELS & INFRASTRUCTURE
The translation layer between raw data and structured intelligence.
We deploy open-source transformer models and fine-tune them on your domain. For specialised industries, we built the Olingo model line — purpose-built for regulated, data-intensive environments.
MODEL SELECTION
How we choose models for your domain.
We don't ship one model for every problem. For each deployment we pick — or fine-tune — the architecture that fits the data, the regulator, and the hardware budget. The Olingo line is what we reach for when off-the-shelf models miss the bar.
Olingo Speech
Voice → Structured Text
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
Olingo OCR
Scans & Documents → Structured Data
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
Olingo LLM
Text & Format Translation
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.
Mistral / Mixtral
High-performance instruction-following models, fine-tuned for domain-specific tasks.
LLaMA 3
Meta's open-weight model family, deployed and adapted for regulated industry workloads.
Phi-3 / Phi-4
Efficient small models for edge and resource-constrained on-premise deployments.
Whisper
High-accuracy multilingual speech recognition, extended with domain-specific fine-tuning.
DEPLOYMENT OPTIONS
Your infrastructure. Your models.
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.
Private Cloud
EU-hosted private cloud instances. No shared tenancy. GDPR-compliant with full data isolation.