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Solutions

AI solutions for healthcare

From secure data ingestion to explainable, signed clinical reports. Built for European healthcare, on your standards and in your language.

Solution 01

Health Studio: the complete diagnostics orchestration platform

  • dAI Edge
  • dAI DataHub
  • dAI Inference
  • dAI Clarity

All four layers of the LabMed stack in one product: from e-referral to a digitally signed, structured report delivered into the LIS/EHR.

  • Orchestration of the whole diagnostic flow: e-referral → sample intake → explainable AI analysis → specialist review → signed structured report → delivery to LIS/EHR
  • Explainable AI in every report: saliency views, SHAP feature importance and a ranked differential diagnosis the clinician can audit
  • Structured reports with ICD-10 codes (PDF, FHIR DiagnosticReport, HL7 CDA), a controlled report lifecycle (draft → final → amended) and eIDAS-qualified e-signature
  • Regulatory foundations as functional requirements: EU MDR 2017/745, ISO 13485, GDPR and full audit trails

Specification v1.0 Platform design goals include reducing clinicians' administrative time from 66 % to 33 % of the working day and biopsy processing within 6 hours.

Solution 02

dAI Edge: data sovereignty and local harmonization

  • dAI Edge
  • dAI DataHub

An on-premise layer that connects to everything a hospital already runs (LIS, EHR, PACS, files and streams) and turns heterogeneous data into clean, standardized FHIR R4 records. Raw data never leaves the institution.

  • Multi-source ingestion: FHIR R4 REST, HL7 v2 (MLLP), DICOM, watched files, Kafka/MQTT streams and batch CSV
  • Four-stage validation (syntactic, semantic, referential, business rules) with quarantine and controlled resubmission. No message loss
  • Normalization at the source: SNOMED CT terminology mapping, UCUM unit conversion, MPI patient matching, HL7 v2 → FHIR conversion
  • Append-only audit trail and data preparation for analytics and national exchange

Pilot-ready Security hardening and certified national integration are on the product roadmap.

Solution 03

AI-assisted reporting: from anamnesis to a report draft

  • dAI DataHub
  • dAI Inference
  • dAI Clarity

Semantic search across prior reports and an AI-generated structured report draft, always subject to mandatory physician review, correction and signature.

  • Search by meaning, not keywords: a query for "blood in urine" also finds reports labelled "haematuria"
  • Structured report drafts (diagnosis, ICD-10 code, anamnesis, conclusion) grounded in similar cases from the institution's own archive
  • Runs fully on-premise with local models: no external API keys, and data never leaves the clinic
  • A self-improving knowledge base: every corrected and signed report becomes searchable immediately

Prototype A Health Studio module currently in piloting.

Solution 04

National connectivity: CEZIH-ready by design

  • dAI Edge
  • dAI DataHub
  • dAI Clarity

dAIgnostics products are designed for integration with CEZIH, Croatia's national health information system, over HL7 FHIR, with native support for Croatian identifiers and code systems.

  • Reading the national e-record through FHIR R4: encounters, diagnoses (ICD-10), practitioners and organizations
  • Native support for Croatian identifiers: MBO, OIB, HZJZ practitioner number, HZZO organization code
  • Privacy-by-design patient access: lookup only by exact patient ID, a "My patients" panel and a full audit trail of every access
  • Swappable-connector architecture: a certified CEZIH connector plugs in without changing the clinical interface

Sandbox demonstration Demonstrated on realistic test data; certified live integration is in preparation.

Solution 05

AI for hospital operations: resource optimization

  • dAI Inference
  • dAI Clarity

The same approach that reads reports can also optimize how a hospital runs: automated, explainable physician scheduling with guaranteed rule compliance.

  • One-click monthly schedule generation under hard rules: competencies, weekly hour quotas, insurer-contracted slots, travel time between sites, on-call duty
  • Explainability instead of a red cell: every uncovered slot comes with a reason and concrete resolution proposals
  • Automatically ranked substitution proposals for sick leave, justified by competency and hour quotas
  • Versioned schedule publishing, a full audit trail, roles (coordinator, physician, lead, management), print and CSV export

Standalone application Also delivered independently of the LabMed stack.

Which solution fits your institution?

Let's talk about your laboratory, clinic or hospital, from the first sample to an audit-ready report.

Request a demo See the use cases