Comprehensive workflow for scraping, triaging, and investigating cyber crime complaints.
Daily Operations: Monitor, scrape, verify, and escalate complaints to banks.
Case Investigation: Trace money flow, identify beneficiaries, and build evidence chains.
Pattern Analysis: Identify mule account networks, branch patterns, and case similarities.
Example of structured complaint data extracted from NCRP portal. Used for verification and analysis.
"parsed_complaint_data": {
"state": "WEST BENGAL",
"gender": "Male",
"country": "INDIA",
"mobileNo": "8240272802",
"dateOfBirth": "16/12/1972 Age (53 Years )",
"complainantName": "TUSHAR NANDI",
"totalLienAmount": 1295184.7,
"actionTakenByBank": [
{
"s_no": 4,
"rootAccountId": "55101501702",
"rootTransactionIds": ["165601000000000"],
"actionType": "Money Transfer to",
"bankName": "Karur Vysya Bank",
"accountNumber": "1656010000000070",
"transactionAmount": 47900.0,
"actionTakenByBank": "ICICI Bank",
"actionTakenByEmail": "[email protected]",
"dateOfAction": "30/12/2025 16:19:PM"
},
{
"s_no": 8,
"rootAccountId": "1656010000000070",
"rootTransactionIds": ["563463188166"],
"actionType": "Money Transfer to",
"bankName": "Canara Bank",
"accountNumber": "919120000040",
"transactionAmount": 40000.0,
"actionTakenByBank": "Karur Vysya Bank"
}
// ... additional actionTakenByBank entries ...
],
"victimAccountDetails": [
{
"accountNoWalletId": "55101501702",
"transactionAmount": 539404.0,
"transactionDateTime": "09/10/2025 12:00:00 AM",
"transactionIdUtrNumber": "528217842189",
"bankWalletPgPaMerchantInsurance": "ICICI Bank"
}
// ... additional victimAccountDetails entries ...
],
"totalFraudulentAmount": 11830986.0
}
Transactions that need bank response or explanation. Used for prioritizing follow-up actions.
"unbalanced_transactions": {
"count": 11,
"total_unexplained_amount": 6937236.24,
"transactions": [
{
"transaction_id": "ICICR42025102100512010",
"bank_name": "IndusInd Bank",
"unexplained_amount": 2834338.62
},
{
"transaction_id": "SBINR52025112707272172",
"bank_name": "SVC Co-operative Bank Limited",
"unexplained_amount": 2500000.0
},
{
"transaction_id": "UNBAR25331001068",
"bank_name": "The Kachchh District Central Co-Operative Bank Ltd",
"unexplained_amount": 891502.0
}
// ... remaining transactions ...
]
}
Monitor Dashboard-Today → Scrape new complaints → Verify parsed data → Send bank emails → Check rescrape list
Cross-verify amounts → Check money trail graph → Verify account ownership → Document findings → Flag discrepancies