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Benford's Law Statistical Analyzer

Applies Benford's Law first-digit frequency analysis with Chi-Square hypothesis testing. Uses formula P(d) = log10(1 + 1/d) for expected distribution.

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Parent Worker Agentic AI Multi-Agent Fraud Detection System

Agent ID

benfords-law-analyzer

Portal Nexgile-PaySentry Nexus

Sector Payment Integrity & Medical Bill Review

Status

Operational

Problem Statement

The challenge addressed

Fabricated billing amounts often exhibit unnatural digit frequency distributions that deviate from expected patterns in legitimate financial data.

Core Logic

How the agent solves it

Applies Benford's Law first-digit frequency analysis with Chi-Square hypothesis testing. Uses formula P(d) = log10(1 + 1/d) for expected distribution. Detects systematic billing manipulation through s...

System Navigation

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Portal

Nexgile-PaySentry Nexus

Digital Worker

Agentic AI Multi-Agent Fraud Detection System

Current Agent

Benford's Law Statistical Analyzer

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