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INTEL
PIG BUTCHERING: now the #1 loss category in the US by estimated volume / HUSHPUPPI: the Instagram that became the evidence -- Case 001 open / BEC: one spoofed email, one wire, seven figures -- see the methodology / ROSS ULBRICHT: full pardon January 21 2025 after 11+ years -- Case 013 open / ALL FIGURES LABELED: estimate vs conviction vs market collapse -- see Methodology / UNODC 2023: $5.4B estimated annually from SE Asia pig-butchering compounds [UNVERIFIED] / PIG BUTCHERING: now the #1 loss category in the US by estimated volume / HUSHPUPPI: the Instagram that became the evidence -- Case 001 open / BEC: one spoofed email, one wire, seven figures -- see the methodology / ROSS ULBRICHT: full pardon January 21 2025 after 11+ years -- Case 013 open / ALL FIGURES LABELED: estimate vs conviction vs market collapse -- see Methodology / UNODC 2023: $5.4B estimated annually from SE Asia pig-butchering compounds [UNVERIFIED]
METHOD #92 OF 110

Skimming (Employee Cash)

LOW
SCALE (ENCYCLOPEDIA)
Part of embezzlement
IN SHORT
Employee takes cash before it enters accounting system. Small amounts over time. Difficult to detect without camera/POS correlation.
CONCENTRATED IN
Global
WHERE IT STARTED
FIRST SEEN: Pre-modern; tracked by ACFE since 1996 · GOING FOR: Indefinite

As old as cash handling itself; the ACFE has measured it as a distinct occupational-fraud sub-type in every Report to the Nations since 1996.

Skimming, taking cash before it is recorded, is the oldest form of occupational fraud and the reason cash registers were invented in 1879. The ACFE's Report to the Nations has tracked it since 1996 as a sub-type of asset misappropriation, most common in small businesses, restaurants, bars, churches and cash-heavy retail. Casinos gave it a famous form (the Las Vegas 'skim' of the 1960s-70s). It persists wherever cash is handled with weak reconciliation.

HOW IT WORKS

An employee pockets cash from a sale and never rings it up, voids the transaction after the customer leaves, under-records receipts, or intercepts customer payments on accounts receivable and covers the gap by 'lapping' later payments. Owner-managers skim to evade tax. Because the money never enters the books, there is no accounting entry to find; it shows up only as unexplained margin shrinkage, inventory gaps or complaints from customers whose payments went missing.

Sales per shift consistently lower when one employee is on the registerHigh rate of voids, 'no sale' opens or refunds on one tillInventory shrinking faster than recorded sales explainCustomers say they paid but their accounts show balances dueEmployee refuses holidays or lets nobody else touch their cash drawer
HOW USEFUL IT IS TO CRIMINALS

Needs nothing but access to a till or the mail and the nerve to take small amounts repeatedly; because the cash never enters the books it is 'off-book' and the hardest fraud to detect by audit. ACFE finds most cases are caught by tips, not controls, and most employers quietly dismiss rather than prosecute, so criminal cases are the exception.

THE DAMAGE IT HAS CAUSED
$120,000
Median loss per asset-misappropriation case (skimming's category; no skimming-only total is published) — ACFE Report to the Nations 2024

No body publishes a skimming-only total; the ACFE estimates organisations lose about 5% of revenue to all occupational fraud, with a $120,000 median per asset-misappropriation case (ACFE 2024). The largest recent prosecuted cash case is about $1 million (Braasch, 2025). Small businesses can be pushed into insolvency by a single trusted employee.

5% Estimated share of annual revenue a typical organisation loses to occupational fraud (ACFE Occupational Fraud 2024: A Report to the Nations)
$120,000 Median loss per asset-misappropriation case (the category including skimming) (ACFE 2024)
$1 million+ Cash taken by one restaurant manager over five years in the Braasch case (Fox 2 St. Louis, 2025)
WHO USES IT MOST
MOST OF ALL: 🇺🇸 United States ▸
The ACFE's global study finds skimming disproportionately in small US businesses, and the largest recent prosecuted cases (Braasch, Means) were in US federal courts (ACFE 2024; US Attorneys' offices).
United States (most ACFE cases reported)United Kingdom (Cifas insider fraud reports)Global (ACFE cases from 138 countries)
GOVERNMENTS LINKED TO IT
No government is documented as using this method.
NOTABLE PEOPLE WHO USED IT — RANKED BY PROFILE ORDER (NOT BY AMOUNT)
#1 Matthew Braasch CONVICTEDREPORT PENDING
More than $1M · 2020-2025
Manager at Sam's Steakhouse in Grantwood Village, Missouri who stole more than $1 million in cash over five years; sentenced to 21 months in federal prison.
SOURCE: Fox 2 St. Louis, 2025
#2 John Drivas CONVICTEDREPORT PENDING
Not fully published · 2014-2020s
Owner of three Massachusetts North Shore restaurants who kept meals taxes collected from customers and failed to pay over employment taxes; sentenced to a year and a day.
SOURCE: US Attorney D. Mass., 2025
#3 Laura Means CONVICTEDREPORT PENDING
$1.48M · c. 2019-2025
Jackson Hole, Wyoming bookkeeper who siphoned $1.48 million from her employer and hid it from the IRS; sentenced to nearly four years.
SOURCE: US Attorney D. Wyo., 2026
SOURCES
ACFE, 'Occupational Fraud 2024: A Report to the Nations'
Fox 2 St. Louis, 'Ex-Sam's Steakhouse employee sentenced to prison for embezzlement', 2025
US Attorney D. Mass., 'Owner of Three North Shore Restaurants Sentenced to Prison for Tax Fraud Scheme'
US Attorney D. Wyo., 'Former Jackson Hole bookkeeper sentenced to nearly four years', 2026
Agilence, '7 Ways Employees Steal from Restaurants'
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