Surgical intelligence built from the patient bed out.
Purpose-built showcase of healthcare AI capability — surgical ward management, recovery monitoring, discharge planning, and clinical document processing via FHIR R4.
The Problem
Vitals, pain scores, PT notes, discharge criteria — all in different systems.
Post-surgical recovery is one of the most data-intensive periods in a patient’s care — vitals every 4 hours, pain assessments around the clock, PT milestones, medication transitions from IV to oral, wound checks, neurological exams.
Before morning rounds, the surgical team chart-reviews each patient manually — scrolling through overnight vitals, nursing notes, medication orders, and PT updates.
Discharge planning suffers the most. Criteria are well-defined but tracking which patients have met which criteria is a manual process.
The Solution
Every patient’s recovery trajectory synthesized into a 30-second read.
This platform demonstrates surgical ward intelligence end-to-end: a ward dashboard showing every inpatient’s recovery status at a glance.
The architecture connects to EHR systems via FHIR R4 for patient data, processes clinical documents with AI extraction.
Built from personal experience — six nights in a hospital after spine surgery.
What it does.
FHIR R4 Integration
Direct connectivity to EHR systems via standardized FHIR R4 APIs.
Clinical Document Processing
AI-powered extraction and structuring of clinical records.
Surgical Recovery Tracking
Real-time post-op milestone monitoring.
Discharge Readiness Assessment
Automated evaluation of discharge criteria.
Rounding Intelligence
AI-generated overnight summaries.
Compliance & Audit Logging
Automated tracking for HIPAA compliance.