| Healthcare / Federal Program Fraud |
Duplicate DOBs across name variations, missing intake sheets, phantom encounters, overseas billing |
Pattern audit of submitted claims, federal documentation requirement verification |
Federal referral (DOJ/HHS-OIG), evidence preservation, regulatory disclosure |
Critical |
| Embezzlement |
Off-hours transactions, split approvals, vendor concentration, missing invoices |
Audit log review, duplicate payment analysis, vendor clustering |
Access suspension, forensic imaging, counsel, SAR if BSA threshold met |
Critical |
| Friendly Fraud |
High dispute-to-order ratio, "not received" on confirmed deliveries, repeat buyer |
Order match, device fingerprint, carrier proof |
Evidence pack, repeat offender block, pre-dispute alert enrollment |
High |
| Account Takeover |
New device/IP, password reset surge, rapid address or payment update |
Velocity rules, device fingerprinting, step-up auth triggers |
Risk hold, re-verification, compromise notification, session invalidation |
Critical |
| Commission Fraud |
Inflated enrollment counts, duplicate submissions, unauthorized rate changes |
Carrier statement reconciliation, agent login audit, timestamp analysis |
Commission hold, carrier notification, agent termination, regulatory disclosure |
Critical |
| Structuring |
Deposits just under $10K, multiple same-day transactions, split payments |
Threshold monitoring, frequency analysis, pattern clustering |
SAR filing within 30 days, monitoring hold, compliance escalation |
Critical |
| Synthetic Identity |
SSN/DOB mismatch, no credit history, inconsistent KYC data |
KYC verification, bureau thin-file check, document authenticity |
Enhanced due diligence, manual ID review, SAR if confirmed, closure |
High |
| Refund / Promo Abuse |
Multiple accounts from same device/IP, unusual return velocity |
Cross-account linkage, return reason code analysis, promo clustering |
Account flag, manual hold, promo revocation, blacklist |
Medium |
| Vendor / Invoice Fraud |
New vendor large invoice, altered bank details on known vendor |
Vendor master audit, invoice matching controls, callback verification |
Payment hold, verify via known contact, forensic audit log review |
Medium |