Client Concerns & Challenges
Overcrowded Hospitals
Dutch hospitals faced recurring capacity constraints—particularly for patients with chronic conditions like COPD, heart failure, and hypertension.Lack of Continuous Monitoring
Patients were discharged with little or no follow-up unless they physically returned to the hospital. This resulted in avoidable readmissions.Manual, Fragmented Workflows
Clinicians were manually tracking vitals, calling patients for updates, and using non-integrated tools to coordinate care.Low Patient Engagement
Patients, especially the elderly, were not actively involved in their care post-discharge due to lack of intuitive digital support.


AI-Powered Solution for Luscii
We helped Luscii deploy its Remote Patient Monitoring platform, supported by an AI-driven clinical engine, in partnership with leading hospitals across the Netherlands.
🧩 Core Solution Components:
AI Clinical Engine: Continuously analyzes vitals and symptom questionnaires to generate alerts for early deterioration.
Custom Workflows: Hospital-specific care pathways for chronic diseases, rehab, and post-op patients.
Automated Triage: Classifies patients into Green (stable), Orange (monitor), Red (intervention needed).
Self-Reporting App: Patients log vitals via connected devices or manually through the Luscii app.
Smart Alerts: Push notifications to care teams when vitals exceed thresholds or when questionnaire results suggest risk.
Tech stack: Python (Scikit-learn, custom ML), NLP for text-based questionnaires, FHIR APIs, HL7, Epic, Cerner, ChipSoft, GDPR/HIPAA compliant, GDPR/HIPAA compliant
Thanks to Luscii, we’ve created a true ‘hospital-at-home’. We intervene earlier and prevent escalation-without adding more staff.
Dr. Marlies Schijven, Amsterdam UMC
Outcomes & Impact
Clinician Time Saved
Smart triaging reduced manual interventions by 50%, enabling nurses to monitor more patients at once.
Reimbursement Success
Luscii’s platform became part of national health insurance reimbursement in the Netherlands, proving its financial and clinical value.
- For chronic patients monitored at home, hospitals reported 60–70% fewer emergency visits.
Due to simplified app UI and scheduled prompts, adherence to daily check-ins exceeded industry benchmarks.
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