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Our mission is to bring transparency and trust to global markets using cutting-edge AI technology to detect accounting manipulation and fraud in corporate financial statements.
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Featured Insights
Think Transparently
Explore our resources to master the power of AI in financial analysis.

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

The Satyam scandal: Inside India’s Enron
Learn how the Satyam fraud scandal happened. Discover what Transparently's AI tool indicated about Satyam's accounting quality before the fraud took place.

Mark Jolley
March 12, 2025

India’s worst accounting scandals
Learn about India’s worst accounting scandals. Find out about accounting fraud at Yes Bank, Satyam Computer, Kingfisher and others in this report.

Mark Jolley
February 27, 2025

The Valeant scandal: Inside the Enron of pharma
Uncover the rise and fall of Valeant through its history of regulatory issues. Learn about the risky signals discovered in its financial statements.

Mark Jolley
November 22, 2024
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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.

Mark Jolley
August 27, 2024

The Toshiba accounting scandal
Learn about the Toshiba accounting scandal, and the company's history of aggressive accounting practices and poor corporate governance | Transparently.ai

Mark Jolley
August 13, 2024

Noble Group scandal: An AI-powered forensic deep dive
A deep dive into the Noble Group scandal, highlighting early AI detection of accounting manipulation and fraud that led to the company's collapse | Transparently.AI

Mark Jolley
April 16, 2024

The World's Worst Accounting Scandals
Accounting crimes have cost the global economy billions of dollars in losses. Transparently.AI breaks down the world's worst accounting scandals.

Mark Jolley
October 3, 2023