Statistical Results Plain-Language Translator

Translates statistical outputs — p-values, confidence intervals, regression coefficients, effect sizes, and model metrics — into clear business language for PMs, finance partners, and executives, with a headline takeaway, plain-language explanation, confidence framing, and recommended action for each result. Use when preparing to present analysis results, A/B test outcomes, or model performance to non-technical stakeholders who need to make decisions.