BenfordBenford Stats as a Service
Detect irregularities in numeric data with Benford's Law
Upload data, run Benford tests, inspect confidence bands, and drill from chart bins into exact values and rows. Export PDF or CSV for audit workflows.
Workspace-scoped analysis
Role-aware workspaces keep datasets, runs, and exports organized per team or engagement.
Confidence bands, LTD & Pro screening
First-digit through first-two-digits tests with limits and optional last-two-digits. Pro adds Benford subset divergence (BSDA) across category slices and Digital Development Pattern (DDP) developmental screening.
Drill-down to rows
Jump from any chart bin to value frequencies and underlying source row references.
Why teams use Benford
Built for auditors, analysts, and fraud teams who need defensible digit-distribution tests—not a black box.
Read the docs- Audit-friendly signals with reproducible run settings.
- CSV on Free; CSV or XLSX on Pro, with automatic candidate column profiling.
- Observed vs expected charts with confidence limits.
- Interactive drill-down from digit bins to values and row-level occurrences.
- AI-assisted interpretation with plain-language summaries.
- Integrate with REST API v1 on Pro
Ready to analyze your first dataset?
Create a workspace, upload a CSV, and run Benford analysis in minutes. Pro adds XLSX, API access, and unbranded exports.