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ANALYSIS & MODELING

Forensic Accounting

Numbers can be technically true and still mislead, and forensic accounting is how you catch it.

These explainers cover earnings quality, cookie-jar reserves, channel stuffing, bill-and-hold arrangements, round-trip transactions, and the abuse of capitalization versus expensing, then move into deferred revenue games, off-balance-sheet structures, related-party deals, and segment-reporting tricks.

Each is a red flag that has preceded real restatements and blow-ups, paired with the test that exposes it, usually a check of reported profit against actual cash.

These are the techniques auditors and short sellers reach for first.

IWP Concepts equips you to read a filing like a skeptic and see the manipulation that ordinary fundamental analysis sails past.

Forensic Accounting
Earnings Quality: How to Spot Manufactured Results

Earnings quality asks a simple question: do the numbers on the income statement reflect economic reality, or have they…

Intermediate
Forensic Accounting
Enron Accounting Fraud: SPEs, Mark-to-Market, and Collapse

Enron used a web of off-balance-sheet entities to hide losses, inflate earnings, and push its share price to record…

Intermediate
Forensic Accounting
WorldCom Accounting Fraud: $11B Hidden in Capex

WorldCom was a U.S. long-distance carrier that inflated earnings by roughly $11 billion between 1999 and 2002 by…

Intermediate
Forensic Accounting
Wirecard Scandal: When €1.9B of Cash Did Not Exist

Wirecard was a German payments processor that briefly replaced Commerzbank in the DAX 30 before admitting in June 2020…

Intermediate
Forensic Accounting
Bernie Madoff Ponzi Scheme: The Largest in History

Bernard L. Madoff ran the largest Ponzi scheme in recorded history, reporting fictitious returns to roughly 4,800…

Intermediate
Forensic Accounting
Theranos Fraud: $9B Valuation Built on Fabricated Revenue

Theranos was a Silicon Valley blood-testing startup that claimed its Edison device could run hundreds of lab tests from…

Intermediate
Forensic Accounting
FTX Collapse: How Customer Funds Were Looted

FTX was a Bahamas-based cryptocurrency exchange that filed for Chapter 11 protection on November 11, 2022, after a…

Intermediate
Forensic Accounting
Luckin Coffee Fraud: $310M in Fabricated Sales

Luckin Coffee was a Chinese coffee chain that listed on Nasdaq in May 2019 and was unmasked the following year for…

Intermediate
Forensic Accounting
Valeant Philidor Scandal: Captive Channel, 90% Collapse

Valeant Pharmaceuticals was a Canadian specialty drugmaker whose shares fell more than 90 percent between August 2015…

Intermediate
Forensic Accounting
Cookie-Jar Reserves: How Companies Smooth Reported Earnings

Cookie-jar reserves are excess balance-sheet accruals built up in good quarters and released into earnings in bad…

Advanced
Forensic Accounting
Channel Stuffing: Revenue Borrowed from Future Quarters

Channel stuffing is the practice of pushing more product into a distribution channel than end customers actually want,…

Advanced
Forensic Accounting
Bill and Hold Arrangements: When Invoicing Isn't a Sale

A bill-and-hold arrangement is a sale where the seller invoices the customer and recognizes revenue, but the goods…

Advanced
Forensic Accounting
Round-Trip Transactions: Revenue With No Economic Substance

A round-trip transaction is a pre-arranged pair of trades between two parties at the same price, same volume, and same…

Advanced
Forensic Accounting
Capitalization vs Expensing Abuse: Hiding Costs on the Balance Sheet

Capitalization abuse is the act of moving an operating cost off the income statement and onto the balance sheet, where…

Advanced
Forensic Accounting
Deferred Revenue Manipulation: Timing the Unwind

Deferred revenue is a liability representing cash collected for products or services not yet delivered. Under ASC 606,…

Advanced
Forensic Accounting
Off Balance Sheet Structures: How SPEs Hide Risk and Debt

A special purpose entity is a legal vehicle created to hold assets, liabilities, or contracts apart from its sponsor's…

Advanced
Forensic Accounting
Related-Party Transactions: Deals That Aren't Arm's Length

A related-party transaction is a deal between a company and an entity with close ties to it, such as a controlling…

Advanced
Forensic Accounting
Segment Reporting Games: How Companies Obscure Business Mix

Segment reporting breaks a company's results into the operating units its senior management actually runs. Under ASC…

Advanced
Forensic Accounting
Channel Stuffing Deep Dive: Sell-In vs Sell-Through Analysis

Channel stuffing is the practice of pushing more product into a distribution channel than end-customer demand can…

Advanced
Forensic Accounting
Bill and Hold Accounting: Control Transfer Without Delivery

A bill-and-hold transaction is a sale where the seller invoices the customer and recognizes revenue, but physically…

Advanced
Forensic Accounting
Round Trip Transaction Deep Dive: Structures and Detection

A round-trip transaction is a paired sale and purchase between two parties that has no economic substance, executed to…

Advanced
Forensic Accounting
Cookie Jar Reserves Deep Dive: How to Track the Jar

Cookie jar reserves are accounting cushions built up in good periods so that management can dip into them in bad…

Advanced
Forensic Accounting
Big Bath Accounting: Piling Losses to Inflate Future Earnings

Big bath accounting is the practice of overstating losses or charges in a single period, often around a CEO transition,…

Advanced
Forensic Accounting
Gross vs Net Revenue Presentation: The Principal-Agent Test

Gross-versus-net abuse occurs when a company presents revenue at the gross transaction value when it is acting only as…

Advanced
Forensic Accounting
Cash Flow vs Net Income Divergence: The Earnings Quality Screen

The gap between net income and cash flow from operations is the single most reliable forensic screen for earnings…

Advanced
Forensic Accounting
Inventory Stuffing: Inflating Gross Margin Through Cost Deferral

Inventory stuffing is the manipulation of inventory balances or vendor settlements to shift costs out of the current…

Advanced
Forensic Accounting
Vendor Financing Abuse: When the Seller Funds Its Own Revenue

Vendor financing is the practice of a seller lending to its own customer (directly or through a captive finance arm) so…

Advanced
Forensic Accounting
Percentage of Completion Abuse: Manipulating Long-Contract Revenue

Percentage-of-completion (POC) accounting recognizes revenue and profit on long-duration contracts as the work…

Advanced