SGMIA
Clinical Intelligence Engine for Healthcare Systems
SGMIA is the AI core that powers HCE, Clinora, and any hospital system — delivering structured clinical second opinions, contextual lab interpretation, and imaging support.
What is SGMIA
An AI engine that plugs into your clinical platform.
SGMIA is a clinical analysis engine built on AI that connects to existing medical platforms to deliver active intelligence over the patient record.
Structured second opinion
Differential hypotheses generated from history, symptoms, evolution, and prior studies.
Lab correlation
Reads results in clinical context — not in isolation — and surfaces anomalous patterns.
Imaging support
Prioritizes critical studies and flags suspicious findings for the radiologist.
Clinical risk alerts
Detects omitted comorbidities, drug interactions, and deteriorating trajectories early.
Differential diagnosis support
Ranked, explainable hypotheses delivered as reference — never as a verdict.
An intelligent service connected directly to the clinical record.
Second opinion as a service
A clinical second opinion, available on every consultation.
The final decision is always the physician's.
SGMIA analyzes
- Clinical history
- Symptoms
- Patient evolution
- Laboratory results
- Imaging studies
And returns
- Suggested differential diagnoses
- Clinical alerts
- Potential risks
- Recommendations as reference
- Detects anomalous patterns across panels
- Identifies critical value combinations
- Correlates with prior history and comorbidities
- Generates early clinical alerts
Integrates with
Lab analysis engine
Lab results, interpreted in clinical context.
SGMIA doesn't just receive values — it reads them against the patient's full history.
Imaging analysis engine
Imaging support for the radiologist — not a replacement.
SGMIA receives study metadata and structured findings, then augments diagnostic capacity.
It does not replace. It augments diagnostic capacity.
- Prioritizes critical studies in the queue
- Flags suspicious findings for review
- Supports the radiologist's interpretation
- Generates automatic clinical context
How it integrates
Four ways to deploy SGMIA.
Use SGMIA the way that fits your stack — from a single API call to a full embedded engine.
Clinical Intelligence API
Stateless REST endpoints for second opinion, lab correlation, and imaging triage.
Modular activatable service
Turn on individual engines (lab, imaging, second opinion) without committing to the full suite.
Embedded engine in HCE / Clinora
Native integration with our healthcare platforms — no extra configuration required.
Layer over existing systems
Drop SGMIA on top of your current HIS to add intelligence without ripping out infrastructure.
Architecture
Clinical system → SGMIA API → AI engine → Structured response → PhysicianEcosystem
SGMIA across the healthcare stack.
HCE
Uses SGMIA as an integrated second opinion across hospitalization, outpatient consultation, and emergency.
View product
Clinora
Powers private practice consultations and specialty clinics with AI-assisted decision support.
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Open integration
Connects to any third-party HIS via API — works with the systems you already run.
Why SGMIA
Traditional HIS record data. SGMIA interprets it.
- Records data
- Stores results
- Reports passively
- Reactive workflows
- Interprets data in context
- Detects clinical risks early
- Generates structured context
- Reduces errors of omission
Responsible AI
Built on responsible clinical AI principles.
- Does not substitute medical judgment
- Does not issue definitive diagnoses
- Generates clinical hypotheses, not verdicts
- Auditable and traceable end to end
- The physician accepts or dismisses every recommendation
Technology should protect both the physician and the patient.
Benefits
Real value across the clinical stack.
For physicians
- Constant second opinion at the point of care
- Decision support in complex cases
- Reduced cognitive load
For hospitals
- Fewer adverse events
- Higher clinical safety
- Stronger quality indicators
For medical platforms
- Competitive differentiation
- Native intelligence built in
- Real value for end users
SGMIA is the intelligence behind the system.
It does not replace clinical platforms. It powers them.