{
  "$schema": "http://json-schema.org/draft-07/schema#",
  "title": "CustomerInsight",
  "type": "object",
  "properties": {
    "customer_id": {
      "type": "string",
      "description": "The unique identifier of the customer"
    },
    "insight_type": {
      "type": "string",
      "description": "The type of insight (e.g., demographic, behavioral, transactional)"
    },
    "insight_description": {
      "type": "string",
      "description": "A brief description of the insight"
    },
    "insight_value": {
      "type": "string",
      "description": "The value or result of the insight"
    },
    "timestamp": {
      "type": "string",
      "format": "date-time",
      "description": "The timestamp when the insight was generated"
    }
  },
  "required": ["customer_id", "insight_type", "insight_description", "insight_value", "timestamp"]
}