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NeuralOps architecture

Above the hospital systems. Not instead of them.

Data travels from systems of record, through integration standards, into NeuralOps orchestration, and out as hospital intelligence. Detached agents specialise without becoming an AI clinician.

Layer 1 — Hospital Systems

Systems of record remain authoritative.

HISEMRPACSPharmacyLaboratoryBillingHRFinanceProcurementFacilitiesIoTMedical Devices

Layer 2 — Integration

Designed for integration with…

REST APIHL7FHIRSQLSecure file ingestionMQTTIoTEvent streams

Layer 3 — NeuralOps

The intelligence and orchestration fabric.

Smart RoutingDetached SystemsLocal SLMLLMKnowledge RetrievalAutomationAnalyticsForecastingAI Orchestration

Layer 4 — Hospital Intelligence

What the command centre consumes.

Command CentreExecutive AIFinancePatient FlowBed ManagementProcurementPharmacyLaboratoryNursingESGFacilitiesForecastingInstitutional Knowledge

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Hospitals already have systems. They rarely have one intelligence layer.

HIS, EMR, pharmacy, lab, finance and facilities can each be excellent — and still leave management without a unified operational picture.

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