CareFlow — Intelligent Clinical Triage & Intake Automation Engine
An automated clinical intake engine that collects structured patient symptom profiles, prioritizes urgent appointment routing, and synchronizes data with FHIR-compliant medical records.
Operational Friction & System Constraints
Clinic receptionists spent hours processing paper intake questionnaires and transcribing patient symptom histories into legacy electronic health records, creating admission delays and transcription errors.
System Engineering & Automation
Engineered an intelligent conversational intake workflow with natural language clinical symptom mapping, urgent triage alerting for triage nurses, and automated FHIR/HL7 synchronization with hospital EHRs.
Zero-knowledge encryption layer parsing clinical symptoms while enforcing strict HIPAA compliance boundaries.
Technology Stack
Delivered System Artifacts
- Patient self-service digital intake portal
- Automated triage prioritization scoring engine
- Bi-directional FHIR / Epic EHR integration pipeline
- Staff clinical review and verification console
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