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Numerical Integrity Lens

Statistics Validator

Validate percentages, growth claims, and data framing so quantitative statements hold up under scrutiny.

percentage sanity checks outlier pattern detection significance language review red-flag triage

Analyze Quant Claims

Paste narrative with metrics, rates, or percentages
Ready

Validation Output

Confidence, statistical flags, and review trail
0
High confidence

Run analysis to generate a statistical confidence summary.

mode: pending
Validation indicators
No run yet

Use this panel to catch weak denominators, over-claims, and unsupported numerical framing.