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.
Dancing the “C-Suite Shuffle” with Transparently
Discover how the "C-Suite Shuffle" combined with Transparently AI's financial analysis uncovers hidden corporate risk. Get deeper insights into company stability and potential accounting anomalies.
Mark Jolley
August 13, 2025
Cleared for Guam: A metaphor for modern control failures
Discover how weak internal controls, as illustrated by the "Cleared for Guam" metaphor, degrade accounting quality and build hidden financial risk for investors.
Mark Jolley
August 6, 2025
Hidden gems: The power of AI in small-cap investing
Unlock alpha in small-cap portfolios with AI. Learn how AI-driven analysis of structured and unstructured data identifies overlooked opportunities and enhances risk management.
Mark Jolley
July 23, 2025
Using AI to build a thematic stock portfolio
Discover how Transparently's AI-powered risk engine can help investors build higher-quality thematic portfolios by identifying companies with strong accounting.
Mark Jolley
July 16, 2025
Can Transparently's risk engine generate alpha?
Discover how the Transparently Risk Engine uses AI to detect accounting manipulation and generate alpha. Learn how avoiding high-risk companies leads to increased returns.
Mark Jolley
July 9, 2025
Improper capitalization of expenses: Five infamous cases from Worldcom to Satyam
Uncover 5 infamous cases of improper expense capitalization, from WorldCom to Satyam. Learn how accounting manipulation can lead to corporate collapse.
Mark Jolley
June 27, 2025

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Transparently Manipulation Risk Engine

Dr. Hamish Macalister

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