Can You Spot the Signal in the Noise?
In a world of millions of transactions, anomalies hide in plain sight. That’s where pattern recognition comes in—and it’s one of the quiet superpowers behind STAT’s methodology.
Benford’s Law: A Forensic Lens on Your Financial Data
Did you know that in a natural dataset, the number 1 should appear as the leading digit about 30.1% of the time? That’s Benford’s Law. Deviations from this statistical distribution often signal fraud, data entry errors, or systemic processing issues.
At STAT, we use forensic accounting techniques like Benford’s Law to scan deduction data for irregularities. This is more than detective work—it’s preventative maintenance for your bottom line.
From Insight to Action
We don’t stop at identifying patterns. Our teams are trained to translate insights into actions that eliminate root causes of deductions and increase accuracy in future transactions. That’s why our clients see lasting improvements—not just temporary recoveries.
Pattern recognition isn’t just cool math—it’s a practical tool in protecting your revenue.
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