Use for any question about reading an A/B test or experiment result, including quick ones: is it significant, should we ship variant B, why a week-one win faded. Computes significance per metric with multiple-comparison correction, reads confidence intervals, and checks novelty, interactions, Simpson's paradox, guardrails and stop-early rules before a ship decision.