{
  "Cache Miss Storm": {
    "description": "Redis cluster experiencing 80% cache miss rate causing database overload",
    "severity": "CRITICAL",
    "component": "redis_cache",
    "metrics": {
      "cache_hit_rate": 18.5,
      "database_load": 92,
      "response_time_ms": 1850,
      "affected_users": 45000,
      "eviction_rate_per_sec": 125
    },
    "business_impact": {
      "revenue_loss_per_hour": 8500,
      "sla_violation": true,
      "customer_sat_change": -40,
      "affected_services": ["API Gateway", "User Service", "Payment"]
    },
    "roi_data": {
      "hourly_revenue_loss": 8500,
      "manual_recovery_hours": 1.0,
      "enterprise_recovery_hours": 0.2,
      "engineers_required": 4,
      "engineer_hourly_rate": 150,
      "estimated_monthly_occurrences": 2,
      "enterprise_savings_percentage": 0.85
    }
  },
  "Database Connection Pool Exhaustion": {
    "description": "PostgreSQL connection pool exhausted causing API timeouts",
    "severity": "HIGH",
    "component": "postgresql_database",
    "metrics": {
      "active_connections": 98,
      "max_connections": 100,
      "api_latency_ms": 2450,
      "error_rate": 15.2,
      "queue_depth": 1250,
      "connection_wait_seconds": 45
    },
    "business_impact": {
      "revenue_loss_per_hour": 4200,
      "affected_services": ["API Gateway", "User Service", "Payment Service"],
      "sla_violation": true,
      "partner_api_impact": 3
    },
    "roi_data": {
      "hourly_revenue_loss": 4200,
      "manual_recovery_hours": 0.75,
      "enterprise_recovery_hours": 0.13,
      "engineers_required": 2,
      "engineer_hourly_rate": 150,
      "estimated_monthly_occurrences": 3,
      "enterprise_savings_percentage": 0.82
    }
  }
}