insights

Think Transparently

Stay ahead with AI-powered insights on accounting risks and opportunities

How the Wirecard scandal happened: Case study

How the Wirecard scandal happened, how the company got away with it, and how an AI fraud-detection system might have prevented it.
Casino Group scandal: Warning signs from the company’s accounts
Learn about the Casino Group scandal and accounting issues flagged by the Transparently Risk Engine. Discover the market manipulation charges against its former CEO.
Mark Jolley
June 11, 2025
Off-balance-sheet mischief: Enron, Satyam and other big scandals
Explore famous examples of improper off-balance-sheet transactions including Enron, Satyam and Olympus. Learn how these cases impacted investors and markets.
Mark Jolley
June 5, 2025
How companies get in trouble by misstating debts: AIG, GM, Olympus
Explore famous examples of improper liability valuation, including AIG, GM and Olympus. Learn how these cases impacted investors and markets.
Mark Jolley
May 28, 2025
The dark side of cookie jar reserves: GE, Microsoft, Nortel
Explore famous examples of dubious cookie jar reserves, including GE, Microsoft and Nortel. Learn how these cases impacted investors and markets.
Mark Jolley
May 21, 2025
Worst cases of improper expense recognition: WorldCom, Tesco, AOL
Explore famous cases of improper revenue recognition, including WorldCom and Tesco . Learn how these scandals impacted investors and markets.
Mark Jolley
May 14, 2025
Our AI-powered accounting risk trading strategy beat the S&P 500 by 2.5x
Learn about the AI-powered trading model based on accounting risk beats S&P 500 Index by 2.5x. Strategy shorts high-risk firms, goes long the US stock index.
Hamish Macalister
May 8, 2025

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Transparently Manipulation Risk Engine

Dr. Hamish Macalister

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