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Benford

Benford Stats as a Service

Detect irregularities in numeric data with Benford's Law

Upload data, run first-digit, second-digit, and first-two-digits analysis, inspect confidence bands, and drill from any chart bin into exact amounts and underlying rows. Export PDF or CSV reports for audit workflows.

Workspace-scoped analysis with role-aware controls
Confidence bands, second-digit, and repetition checks
Drill-down from digit bins to amount frequencies and source row references
API & documentationautomate ingestion and exports on Pro; public guides and OpenAPI spec for evaluators

Why teams use Benford

  • Audit-friendly signals with reproducible run settings.
  • CSV ingestion on Free; CSV or XLSX on Pro, with automatic candidate profiling.
  • Observed vs expected charts with confidence limits.
  • Interactive drill-down: select digit bins, view distinct amounts and row-level occurrences.
  • AI-assisted interpretation with plain-language summaries.
  • Integrate with REST API v1 on Pro