Stock-and-Flow Dashboard for AI in LMIC Health Systems

Model the impact of AI interventions on health outcomes, costs, and resource utilization

Getting Started

  1. 📍 Configure your setting:
    • Choose a country or use generic model (sidebar)
    • Select urban/rural setting if using country model
    • Pick a disease to model (9 diseases available)
    • Adjust population size and system congestion
  2. 🤖 Test AI interventions (two ways):
    • Quick method: Click "Test Each AI" to automatically compare all AI tools
    • Manual method:
      • First run with all AI OFF → "Set as Baseline"
      • Then toggle specific AI tools → "Run Simulation"
    • Compare deaths averted, DALYs saved, costs, and ICER
  3. 📊 Analyze results:
    • Dashboard: Key metrics and patient flow charts
    • Scenarios: Save and compare different configurations
    • AI Interventions: Configure costs, uptake rates, and effects
    • Sensitivity: Test parameter uncertainty ranges
    • Clinical Guide: Evidence-based parameter rationale
    • Bubble Charts: Visualize impact vs feasibility (requires 2+ saved scenarios)
  4. 🔄 Advanced features:
    • Multi-disease mode: Select multiple diseases to model together
    • Country comparison: Switch between countries to see differences
    • Custom parameters: Fine-tune any model parameter in Parameters tab
    • Export scenarios: Save configurations for future analysis

💡 Pro tip:

Start with one disease and one AI intervention to understand the impact, then explore combinations and multiple diseases.