← All demos·Compliance & Risk
Interactive demo Fintech & Financial

Fraud Case Narrative

SAR-ready fraud case narratives drafted from raw investigation notes — structured, defensible, and filed on time.

3 hrs → 22 mintime per fraud narrative

🚩 Fraud Case Narrative

Turn messy fraud investigator notes into a structured, SAR-ready case narrative — subject profile, suspicious activity summary, transaction detail, investigation findings, and filing recommendation — in under a minute.

SUBJECT: Account ×4471 / Elena Vasquez LOSS: $28,400 | TYPE: Account Takeover GENERATED IN: 38 seconds

Raw Investigation Notes

UNFORMATTED
Case #2026-FRD-0441 — opened 04/14/26 by analyst T. Okafor Subject acct: checking ×4471, opened 2019, Elena M. Vasquez, DOB 12/3/1981 — longtime customer, no prior issues, avg monthly bal ~$4,200 Timeline: 03/28 ~11pm — login from new device (Android, Chicago IP). Customer normally logs in from Phoenix AZ. 03/29 8:14am — password reset via SMS OTP. Customer says she did NOT request this. 03/29 9:02am — new payee added: "RapidPay Solutions LLC" routing 071000013, acct 4400229871 03/29 9:18am — wire transfer $14,900 to RapidPay. No prior wire history on acct. 03/29 11:45am — second wire $13,500 same beneficiary. 03/30 — customer calls in, says she didn't do any of this, account compromised 03/30 — fraud hold placed, account frozen 04/01 — contacted RapidPay bank (Chase). Funds already disbursed, unrecoverable. 04/02 — customer interview: says she received a text claiming to be from us about suspicious activity, clicked link, entered creds. Classic phishing / ATO. 04/05 — device forensics: IP 104.245.x.x traced to Chicago VPN node, no match to customer's known devices. Second wire initiated from same session. 04/08 — reviewed call recordings: no call to customer prior to OTP reset by bank staff. 04/12 — confirmed total loss $28,400. No partial recovery. Customer reimbursed per reg E. Red flags: - new device + new geography login - unsolicited OTP-triggered password reset - new high-value payee added same session - two large wires same day to same new payee — structuring-adjacent - no prior wire activity - beneficiary acct closed 4 days after funds received (per Chase response) Actions taken: - account frozen 03/30 - customer reimbursed $28,400 on 04/03 (Reg E provisional credit) - internal ticket escalated to BSA/AML team 04/06 - 30-day SAR clock started 04/06 (date of determination) - SAR due by 05/06/26

AI-Drafted Case Narrative

AI DRAFTED
🚩 Click "Draft Fraud Narrative" to turn the raw investigation notes into a structured, SAR-ready case narrative.
Analyzing the case file and structuring the SAR narrative...
⚡ Narrative drafted in 38 seconds
Recommendation — File SAR within 30 days

Subject & Account

Summary of Suspicious Activity

Transaction Detail

DateDescriptionAmountFlag
03/28/26Login — new device, Chicago IP (VPN)NEW DEVICE ⚑
03/29/26Password reset via SMS OTP (unauthorized)UNAUTHORIZED ⚑
03/29/26New payee added: RapidPay Solutions LLCNEW PAYEE ⚑
03/29/26Outgoing wire — RapidPay Solutions LLC$14,900HIGH RISK ⚑
03/29/26Outgoing wire — RapidPay Solutions LLC$13,500HIGH RISK ⚑
04/03/26Reg E provisional credit to customer$28,400REIMBURSED ✓

Investigation Findings

Conclusion & Filing Recommendation

Fraud narratives used to eat half a day. Now it's 20 minutes of review.

A custom build applies your institution's SAR template, your BSA policy language, and your case management data — so investigators close cases faster and file on time.

Book a 30-Min Call →

Want this built for your institution?

This is a hands-on taste, wired to placeholder data. In a 30-minute call we'll scope your version — applying your SAR template, BSA policy language, and case management workflow.