{
"status": 200,
"message": "Transaction score data fetched successfully",
"data": {
"customer_id": 1001,
"merchant_id": "M12345",
"loan_type": "short_term",
"principal_segment": "SME",
// Order count
"no_of_orders_1m": 15,
"no_of_orders_3m": 45,
"no_of_orders_6m": 120,
// Total order amount
"total_order_amount_1m": 20000.25,
"total_order_amount_3m": 54000.45,
"total_order_amount_6m": 150000.75,
// Maximum order amount
"max_order_amount_1m": 2500.0,
"max_order_amount_3m": 4000.0,
"max_order_amount_6m": 5000.0,
// Minimum order amount
"min_order_amount_1m": 350.0,
"min_order_amount_3m": 300.0,
"min_order_amount_6m": 250.0,
// Number of unique products
"no_unique_products_1m": 10,
"no_unique_products_3m": 18,
"no_unique_products_6m": 35,
{...}
"score_output": {
"reason_code_1": "Low number of transactions",
"reason_code_2": "Low frequency of transactions",
"reason_code_3": "Customer inactive for a long period",
"reason_code_4": "Low transaction volumes",
"probability": "45.56",
"grade": "GG",
"credit_score": "412",
},
"fraud_output": {
"transaction_risk_score": 68.45,
"risk_grade": "High Risk",
"reason_codes": {
"code_1": "Low transaction count over the past 90 days",
"code_2":
"Irregular transaction frequency compared to historical patterns",
"code_3":
"Extended inactivity period detected (last transaction > 180 days)",
},
"alert_flag": "Red",
"recommended_action": "Immediate manual review and enhanced due diligence",
},
},
};