Healthcare·On-Premise

Olingo Medical

Voice & documents → FHIR records

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Client

Multiple public hospitals

Country

Czech Republic

Industry

Healthcare

Deployment

On-Premise

Ollsoft integrated an AI module into the Medicalc Hospital Information System, automating administrative work across public hospitals. Voice recordings from examinations, surgeries, ward rounds, and ambulance visits are transcribed and converted into structured clinical documentation and FHIR records by the Olingo Medical LLM. Physical documents are digitised via Olingo OCR. The system is deployed as an air-gapped on-premise installation on dedicated GPU servers, ensuring full data sovereignty — patient data never leaves the hospital network.

Deployed at

Fakultní nemocnice Hradec Králové
Fakultní nemocnice Plzeň
Penta Hospitals
Nemocnice Náchod
Nemocnice Rychnov nad Kněžnou
EUC — European Healthcare Network
Medicalc HIS

Key outcomes

  • 10+ public hospital deployments
  • Air-gapped — data never leaves the hospital
  • Speaker separation for ambulance, surgery, autopsy, ward rounds
  • FHIR-structured output from raw voice
  • OCR for printed medical reports and external documents
  • Direct integration with Medicalc via MEX exchange server

Tech stack

Olingo SpeechOlingo OCROlingo Medical LLMREST / MEX APIMedicalc HISGPU on-premise servers

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