Medical AI that never sends data to the cloud

We specialise in delivering advanced solutions powered by artificial intelligence.

VoxMedic· Operating theatre1/5

The best Polish model for medical speech recognition

● REC — nagranie z sali operacyjnejPacjent stabilny po znieczuleniu ogólnym.
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MedalioNER· Hospital ward2/5

The best Polish model for analysing medical records

Nadciśnienie tętnicze · Ramipryl 5 mg · PenicylinaCHOROBA · LEK · DAWKOWANIE · ALERGIA
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LabExtract· Results intake & archive3/5

The best Polish model for reading lab results

Zeskanowany wynik badaniaWBC 6.21 · RBC 4.72 · CRP 12.4 ↑
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AnonimiNER· Administration office4/5

The best Polish model for patient data anonymisation

Jan Kowalski · 564-123-456 · e-mail████████ · ███████ · ████████
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Medalion AutoML· Server room5/5

The first Polish platform for building AI models in healthcare

Trening modelu — krzywa dokładnościModel wdrożony ✓
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AutoML on-premise for hospitals

AI Platform for Hospitals

Advanced automated machine learning platform designed to operate in local hospital infrastructure. Medical staff create and deploy AI models without programming.

Local Infrastructure

Data never leaves the hospital. Full GDPR compliance.

No Coding Required

Intuitive graphical interface for medical staff.

Comprehensive Platform

From data import to model deployment and API.

Local Infrastructure = Maximum Data Security

Medalion, as an advanced AI platform for hospitals, was designed with the highest security standards in mind. The entire process — from data import, through analysis, to model training — takes place exclusively within the hospital's local infrastructure.

What does this mean for you?

  • Full control: Patient data never leaves the secure facility environment.
  • Guaranteed confidentiality: No data transmission to external clouds and servers.
  • Regulatory compliance: Support for medical data protection requirements, including GDPR.
  • Patient trust: Data processed with the utmost care in a secure location.
Consulting, implementations & training

AI Implementations in Medicine

We are experts in applied artificial intelligence. We support you at every stage of the journey to fully leverage the potential of AI.

Project Delivery

End-to-end AI projects from needs analysis through prototyping to full deployment, tailored to the specifics of each medical facility.

What we offer:

  • Needs and data availability analysis
  • Solution architecture design
  • AI model development and training
  • Deployment and HIS integration
  • Training and technical support
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AI Consulting

Strategic advisory on artificial intelligence implementation in medical institutions and process optimization.

What we offer:

  • Organization readiness audit
  • AI deployment strategy
  • Data advisory
  • ROI analysis
  • Regulatory documentation
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Staff Training

Comprehensive training for medical teams on using AI in clinical practice and regulatory compliance.

What we offer:

  • AI fundamentals in medicine
  • Medalion platform operation
  • Model results interpretation
  • GDPR compliance
  • AI ethics in healthcare
Learn more

Our Successes

See how we helped medical facilities in their digital transformation.

St. Wojciech Hospital in Gdańsk

Cardiology

Coronary artery dissection risk calculator analyzing 84,000 PCI procedures, 99.7% accuracy.

99.7% accuracy84k exams15+ risk factors

Academy of Medical and Social Applied Sciences

Transplantology

E-transplant application increasing organ donation awareness and digital declarations of will.

2,197 transplants100% digitization5,057 waiting

Urology Department

Urology

System supporting kidney tumor diagnosis with CT image colorization.

16% fewer surgeries84% F1-score65+ patient age

Diagnostic Laboratory

Morphology

AI for COVID-19 identification and prognosis based on blood morphology.

87% F1-score95% cost reduction77% severity prediction

University Clinical Center

Radiology

Radiological report parameterization using small language models and observation structuring.

80.9% F1-score70% less analysis time44 observations

Surgery Department

Optimization

Algorithm predicting surgery duration based on historical data and OR scheduling.

±15 min accuracy90% prediction accuracy25% better efficiency
Polish AI Models for Medicine

Our Medical AI Models

We develop specialized artificial intelligence models dedicated to medicine, tailored to the specifics of the Polish healthcare system.

Local small AI models
Thousands of queries/min
SSL/TLS encryption
Real-time monitoring

MedalioNER

NER Model

Model for recognizing named medical entities in clinical texts, designed for rapid documentation structuring and analytics support. Runs locally, ensuring full data control.

Fast REST API integration
Accuracy > 94%
SSL/TLS encryption

AnonimiNER

Privacy Model

Specialized model for anonymizing sensitive data in medical texts, designed for GDPR compliance and secure data sharing. Deployed locally within your organization's infrastructure.

GDPR compliant
Masking or pseudonymization
Secure processing

LabExtract

OCR & Data Extraction

Model for extracting data from laboratory test results and PDF documents, automating digitization and data normalization. Runs locally, supporting standardization and reporting.

OCR for scans and photos
Unit normalization
Secure processing

VoxMedic

ASR Model

The most accurate Polish medical speech recognition (ASR) model. Reduces transcription errors by up to 55% compared to Whisper, enabling medical documentation dictation. Runs locally within your facility's infrastructure.

Up to 55% fewer errors than Whisper
WER 7.64% on medical speech
Fully local processing

> Our partners

Asseco
Comarch
thelion.ai
PIIM
SentiOne
Scaleway
Let's talk about your project

Let's Talk About Your Project

Whether you need a consultation, want to deploy our solutions, or have technical questions — we are here to help.

Write to us

> FAQ - Frequently Asked Questions