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Forensic Analytics
Forensic Pattern Validator.
Professional-grade forensic utility analyzing transaction first-digit and second-digit frequencies against Benford's Law distribution to detect artificial rounding, kickback limits, and manipulation patterns.
Executes via a compiled Rust engine directly in your browser. Handles thousands of ledger entries in sub-milliseconds with complete client-side confidentiality.
Audit Analytics • Forensic Engine
Forensic Pattern Validator
Detects potential financial manipulation by comparing transaction digit frequencies against Benford's Law. Upload a CSV or run a simulation — analysis runs entirely in your browser.
Run a simulation or upload a CSV to begin forensic validation
Accepts any CSV with numeric columns — invoices, transactions, journal entries
100% Client-Side • No Data Transmitted
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