Humanitarian Warehouse Compliance & Training Simulator

Interactive training and self-audit tool for humanitarian warehousing staff.

This project simulates realistic warehouse scenarios and compliance checks to help field teams practice standards, identify risks, and receive actionable corrective guidance.

Key Features

• Realistic crisis warehouse scenarios (South Sudan floods, Yemen access blocks, Ethiopia nutrition surge, etc.)
• Training Mode (learn best practices) vs Audit Mode (realistic assessment)
• Compliance score (0–100%), risk level classification, and prioritized findings
• Recommended corrective actions with practical steps
• Downloadable session report (JSON)

Results from Sample Simulation (South Sudan Flood Scenario)

Compliance Score: 50.0%
Risk Level: High Risk
Top Findings & Actions (prioritized):

• FIFO/FEFO system visibly implemented → No (weight 18)
  → Immediately address. Review and update SOPs. Implement FIFO/FEFO system.

• Warehouse is secure → Partial (weight 15)
  → Immediately address. Review and update SOPs.

• Updated stock ledger / bin cards → Partial (weight 15)
  → Immediately address. Review and update SOPs. Conduct full stock count.

• Adequate ventilation and protection from weather → No (weight 12)
  → Immediately address. Review and update SOPs.

• Fire extinguishers present and serviced → Partial (weight 10)
  → Immediately address. Review and update SOPs.

Tech Stack

• Python 3.9+
• Streamlit – interactive dashboard
• Pandas – data handling
• Plotly