#fraud-prevention
Proactive strategies and controls to prevent financial fraud in your business
Generative AI made vendor impersonation cheap: 76% of organizations faced payments fraud in 2025, and AI-generated fakes now drive 70.8% of expense-report fraud. Here are the controls that still work — out-of-band verification, dual authorization, vendor-file hygiene, and auditable books.
A Georgia trailer manufacturer's 2026 Chapter 11 filing traces partly to alleged employee theft discovered in 2024. Businesses under 100 employees suffer a median fraud loss of $141,000 per ACFE data — here are the segregation-of-duties controls that catch theft early, and why an auditable ledger matters.
GAO report GAO-26-107828 found the SBA froze nearly all AI work in March 2025 and took six years to publish its legally required AI use-case inventory. Here's what AI-assisted market research, proposal screening, and fraud detection mean for federal contractors and SBIR/STTR awardees — and the records to keep now.
Ghost employee schemes cost U.S. businesses an estimated $400 billion a year and run a median of 18–30 months before detection. Learn the three common scheme patterns, the red flags already in your payroll data — duplicate bank accounts, unchanged withholding, missing I-9s — and the segregation-of-duties controls that stop them.
The IRS's 2026 Dirty Dozen list flags a payroll-specific phishing wave: fake HR portal emails and direct-deposit change requests that reroute paychecks to scammers. The FBI's IC3 logged 24,768 business email compromise complaints totaling roughly $3.05 billion in 2025, with 86% of losses moving by wire or ACH — the same rails payroll runs on. Here are the three warning signs (urgency, unusual requests, process changes), five process controls that close the email-only loophole, and the first-72-hours response if a paycheck has already been diverted.
A three-way reconciliation matches three numbers every cycle: the adjusted trust bank balance, the book balance, and the sum of every client file ledger. Here's how title and escrow agencies run it under ALTA's roughly 10-business-day standard, the five discrepancies auditors flag most, and why it's the last defense against real estate wire fraud that cost victims over $275 million in 2025.
The SEC found Key Tronic's Oakdale plant inflated pre-tax income by ~$981,000 with fake "Monster Job" WIP entries — cutting one quarter's income 47% when corrected. Here's how the scheme exploited absorption costing, why the company paid no penalty, and the inventory controls small manufacturers should copy.
AI-generated receipts jumped from 0% to 70.8% of fraud flags between March 2025 and May 2026, per AppZen data covering 1,471 fake receipts across 174 companies — and the average claim dropped to $101 as fraudsters shifted from a few large fakes to many small ones under auto-approval thresholds.
An estimated $86 billion is lost to fraud inside churches worldwide each year, and most of it starts with one bookkeeping mistake — treating restricted and unrestricted funds as one pool. This guide explains how FASB ASC 958 classifies donor-restricted gifts, the three errors that get church treasurers in trouble, and the monthly habits that keep ministry books compliant and transparent.
DOJ's Civil Division is using AI data-mining relators to flag 2020 PPP loans for False Claims Act violations under the SBA affiliation rule, with the six-year statute of limitations starting to expire in April and May 2026 and real fraud exposure running a full ten years.
GAO's June 2026 follow-up (GAO-26-108956) finds SBA has implemented only 3 of 17 priority recommendations, leaving 14 open — including fraud-control gaps that produced ~2 million unusable COVID-EIDL fraud referrals and a Unified Certification Platform lacking basic risk and cybersecurity plans. Here's what that means for loan and certification applicants, and why airtight records are your best defense.
Nacha will raise the Same Day ACH per-payment limit from $1 million to $10 million on September 17, 2027, matching RTP and FedNow. Here's how the change affects small-business payments, why business accounts lack Regulation E fraud protections, and five controls to put in place before the new ceiling arrives.
