#fraud-detection
Fraud Detection
Identify and prevent financial fraud with monitoring and controls
How to Spot a Fake IRS Letter: Warning Signs and What to Do
IRS impersonation fraud cost Americans over $114 million between 2013 and 2025, with average victims losing more than $32,000. Learn the 9 warning signs of a fake IRS letter, what legitimate IRS notices look like, and the exact steps to take if you receive a suspicious letter.
Bank Statements: What They Are, How to Read Them, and Why They Matter
A bank statement summarizes every deposit, withdrawal, fee, and balance change in your account over a fixed period. This guide covers how to read each section, reconcile statements with your books, spot fraud early, and store records for IRS compliance.
Bank Reconciliation: What It Is, How to Do It, and Why Every Small Business Needs It
Your books say $18,450. Your bank says $16,200. Which is right? Bank reconciliation closes that gap—and it's the most effective way small businesses catch fraud before it compounds.
AI Fraud Detection in Plain-Text Accounting
Learn how integrating artificial intelligence with plain-text accounting systems like Beancount.io enhances financial security by identifying subtle fraud patterns that traditional methods often miss.
Beyond Human Error: AI Anomaly Detection in Plain-Text Accounting
Learn how AI-powered anomaly detection transforms plain-text accounting by enhancing error detection and maintaining transparency, addressing the critical vulnerabilities in financial systems.
Beyond Balance Sheets: How AI is Revolutionizing Transaction Confidence Scoring in Plain-Text Accounting
Intelligent transaction validation is reshaping financial data accuracy. Learn how AI-powered confidence scoring enhances plain-text accounting systems like Beancount, transforming them into advanced fraud detection tools while balancing automation with human oversight.