Earnings Quality Analysis

Detailed analysis of earnings quality using Benford's Law.

Benford's Law Distribution
First-digit frequency in reported financials vs. expected distribution.
AI-Powered Summary
Key findings and potential red flags from the analysis.

The analysis of leading digits in the financial statements reveals a slight deviation from Benford's Law, particularly for the digit '3'. While not conclusive evidence of manipulation, this anomaly suggests that transactions starting with '3' (e.g., amounts between $300-$399, $3,000-$3,999) occur less frequently than expected.

This could be due to natural business patterns, but warrants a closer look at revenue recognition and expense reporting policies in these ranges. Further investigation into the specific accounts contributing to this deviation is recommended to rule out any potential earnings management.