Lab pipeline automation
Connect instruments, import results and metadata automatically, run technical checks and quality control, and push everything through standardized, reproducible workflows.
A dAIgnostics product
One platform for everything your lab runs on
LabMed Studio automates the full lab pipeline, from the moment a sample or document arrives to the moment a finished report leaves. Instrument integration, data organization, document validation, scheduling, billing and automated report generation all live in one system, with every result traceable back to its source.
One pipeline, from sample to invoice
- 01SampleArrives, is registered and tracked
- 02DataInstruments and documents captured automatically
- 03AnalysisStandardized, reproducible workflows
- 04QCTechnical checks and quality control
- 05ReportDrafted from the data, reviewed and signed
- 06BillingFrom order to invoice, no reconciliation
Data organization and governance
Every measurement stays linked to its sample, operator, instrument, protocol version and analytical pipeline. Versioned, searchable and audit-ready.
Automated document checking
Intake forms, referrals, consent and accompanying documentation are validated for completeness and consistency before they slow anything down.
Work organization and scheduling
Staff shifts, instrument availability, sample queues and turnaround times are planned in one place instead of five.
Billing
Services, panels and cases are tracked from order to invoice, with no manual reconciliation at the end of the month.
Automated report and description generation
Findings, interpretations and result descriptions are drafted from the underlying data, ready for review rather than written from scratch.
Analysis and interpretation
Statistical and AI processing, multimodal integration where relevant, and results presented with confidence, uncertainty and full traceability. Never an unexplained score.
Built for medical, diagnostic and research labs that are tired of stitching together an LIMS, a spreadsheet, a scheduling tool, an invoicing tool and a folder of scripts.
See what it runs onPlatform architecture
The Core Stack
Hover or tap a layer to see what it does.
Explainable results
Explainable reporting layer for clinicians (audit-ready output).
- Audit-ready reports with a complete decision trail
- Per-report explainability: key factors, SHAP and saliency maps
- Confidence thresholds with automatic flagging of borderline results
- Export to HL7 FHIR and digitally signed PDF
Reproducible AI
Versioned analytical workflow execution with a model-agnostic loader.
- Versioned, reproducible analytical workflows
- Model-agnostic loader: ONNX, PyTorch, TensorFlow, scikit-learn
- Reproducibility: every result tied to the exact model and data version
- Horizontal scaling and queues for batch analyses
Know exactly where every result came from
Managed database with full provenance.
- Full provenance for every record and transformation
- Role-based access control (RBAC) and a complete audit log
- Dataset versioning with immutable history
- Standard vocabularies and formats: LOINC, SNOMED CT, DICOM, OMOP
Keep data on-site
Secure ingestion and local harmonization (sovereignty layer) on hospital premises.
- Secure on-premise ingestion at the hospital site
- Local harmonization and pseudonymization before any processing
- Data sovereignty: data never leaves the institution without approval
- Encryption at rest and in transit (AES-256, TLS 1.3) with LIS/HIS integration
Every analysis runs as a versioned workflow: the same input gives the same result, and every result can be traced to the exact workflow and model version that produced it.
Results, orders and images are exchanged over the standards your LIS, HIS and PACS already speak: HL7 FHIR for data, DICOM for images.
Pseudonymisation, role-based access, complete audit logs and mandatory human review are built in to support GDPR obligations and the requirements the EU AI Act sets for medical AI systems.
Data is ingested, pseudonymised and processed inside your institution. Nothing leaves the premises without your explicit approval.
Ready for sovereign diagnostics?
See how LabMed Studio fits your laboratory, from the first sample to an audit-ready report.