{
  "department": "Emergency",
  "organization": "City General Hospital",
  "role": "Hospital Operations Manager",
  "region": "India",
  "planning_horizon_weeks": 4,
  "risk_appetite": "Low",
  "include_news_signals": true,
  "source_mode": "synthetic",
  "records": []
}