The National Digital Front Door
for Healthcare Systems
AI-powered clinical triage and patient routing — governed, auditable, and policy-aligned.
Dialect-aware voice intake, structured clinical data, rule-based severity classification, and full governance auditability.
Patient Voice / Text
Dialect-aware voice intake with multilingual support
Structured Clinical Intake
AI-assisted language processing into structured clinical data
Deterministic Severity Engine
Policy-aligned severity classification with deterministic rules
Clinical Routing
Protocol-driven patient routing to appropriate care pathways
Governance & Audit Layer
Full regulatory auditability and compliance tracking
Sovereign Deployment
On-premise or sovereign cloud with full data residency control
Deterministic clinical triage supported by AI-assisted language processing
National AI Infrastructure
The Healthcare System Stack
Where Seha Care sits in national healthcare infrastructure
Population (Patients)
Access Channels
Apps | Call Centers | Websites | Telehealth
Clinical Access Layer — SEHA CARE
AI Triage + Patient Routing
Healthcare Providers
Hospitals | Clinics | Emergency Departments
National Health Infrastructure
EHR | Insurance | Health Information Exchanges
Healthcare systems digitized services but never governed how patients enter the system. Seha Care provides the missing access layer.
Why Health Systems Need This
Unstructured patient access creates systemic challenges that impact every level of healthcare delivery.
Reduce ER Overload
Divert non-urgent cases to appropriate care levels before they reach the emergency department.
Standardize Triage
Apply consistent, rule-based severity classification across all patient access channels.
Enforce Policy
Ensure patient routing aligns with institutional and national health policies.
Improve Patient Routing
Direct patients to the right level of care based on clinical severity, not self-selection.
Healthcare Access Problem
The System-Level Problem
Fragmented healthcare access creates systemic burden — patients navigate unstructured pathways, overwhelming providers and delaying critical care.
Current Patient Access Model
Problems Created
This is the structural healthcare access problem.
What Seha Care Is
Institutional Clinical Routing Infrastructure
Seha Care functions as a national digital front door — a configurable triage and routing layer that aligns patient access with:
It does not replace clinicians.
It governs structured access to healthcare services.
Clinical Protocols
Aligned with established clinical decision-making frameworks.
Emergency Severity Frameworks
Integrated with standardized emergency severity classification.
Institutional Governance
Configurable policies that reflect institutional governance requirements.
Data Residency
Full compliance with national data residency requirements.
Arabic-Native Clinical AI
Voice-First Arabic Clinical Triage
Designed for Real Patient Language
Patients describe symptoms using their local dialect, not formal Arabic. Seha Care understands and normalizes these variations into structured clinical data.
Supported Dialect Regions
Gulf Arabic
Saudi Arabia, UAE, Kuwait, Qatar, Bahrain, Oman, Yemen
Egyptian Arabic
Egypt
Levantine Arabic
Syria, Lebanon, Jordan, Palestine
Hijazi Arabic
Western Saudi Arabia
Najdi Arabic
Central Saudi Arabia
Mesopotamian / Iraqi Arabic
Iraq
Maghrebi Arabic
Morocco, Algeria, Tunisia, Libya
Example — "I have a headache"
Seha Care uses AI for language understanding, while clinical triage decisions follow deterministic medical protocols.
Clinical Processing Pipeline
Patient Voice (Dialect)
Patient describes symptoms in their local dialect
Dialect Detection
Automatic identification of Arabic dialect region
Language Normalization
Mapping dialect expressions to standard clinical terms
Clinical Symptom Extraction
Structured symptom extraction with severity mapping
Normalized Clinical Output
Deployment Modes
Clinic Mode vs Hospital Mode
Seha Care tailors operations for different healthcare settings
Hospital Mode
(Guardian)Used by hospital systems to detect emergency severity and escalate critical cases.
Emergency Department Triage
Before: 45% Non-urgent ER visits
Structured Clinical Care
Structured Clinical Care
Clinic Mode
(Concierge)Used by primary care networks to classify non-urgent cases (ESI 3-5) and book appointments automatically.
Primary Care & Non-Urgent Triage
After: <15% Non-urgent ER visits through structured routing
Guardian Mode
Emergency Escalation
Emergency escalation pathway with structured clinical summary output and urgent routing activation.
Concierge Mode
Policy-Aligned Routing
Policy-aligned routing to outpatient services with documented clinical rationale.
How the System Works
Structured Clinical Routing
From patient entry to governance audit — every step is deterministic, auditable, and policy-aligned.
Patient Entry
Voice or text interaction in the patient's preferred language or dialect.
Structured Intake
Symptoms and context are captured through controlled clinical dialogue.
Deterministic Severity Modeling
Severity classification follows rule-based logic aligned with emergency triage frameworks.
Policy-Aligned Routing
Patients are directed to the appropriate care pathway.
Governance Audit
Every decision is logged for institutional oversight.
System Impact
Before vs After Seha Care
Improving healthcare access across the healthcare system
Patients choose where to go
- Patients choose where to go
- ER overcrowding
- Fragmented intake
- Limited governance
- Unstructured data
Before
45%
Non-urgent ER visits
Patients routed by clinical severity
- Appropriate care pathways
- Unified access layer
- Policy-controlled triage
- Standardized clinical intake
- Improved custom protocol
- Patients routed by clinical severity, not self-selection
After
<15%
Non-urgent ER visits through structured routing
45%
Non-urgent ER visits before Seha Care
<15%
Non-urgent ER visits after Seha Care
Governance & Oversight
Governance & Oversight
Built for institutional accountability and regulatory compliance.
Every decision is logged, auditable, and compliant with national data residency requirements.
Full Audit Trail
Every decision is logged with complete traceability for regulatory review.
Policy-Aligned Classification
Severity classification follows institutional and national policy frameworks.
Sovereign Data Governance
All data remains within sovereign boundaries with full residency compliance.
Institutional Oversight
Built-in oversight capabilities for institutional accountability and compliance.
Governance & Compliance
Standards & Regulatory Alignment
Built on internationally recognized clinical and security standards for sovereign healthcare deployments.
ESI Framework
Emergency Severity Index classification
ICD-10
International Classification of Diseases coding
HL7 FHIR
Fast Healthcare Interoperability Resources
ISO 27001
Information security management
HIPAA-Aligned
Health data privacy compliance
Voice Triage Demonstration
Voice-first clinical triage infrastructure
This demonstration models the complete triage pipeline — from dialect-aware Arabic voice input through deterministic severity classification to policy-aligned routing.
Deterministic clinical triage supported by AI-assisted language processing. This is a structured demonstration for institutional review.
Run Clinical Triage Demo
See how patients are classified and routed in real time
FAQ