Practical guidance, templates, and a reproducible organizational blueprint to design, run, analyze, and scale experiments and pilots.
A practical, reproducible experiment template that guides teams from clear hypothesis through pre-registered analysis, instrumentation, stopping rules, guardrails, rollout criteria and production handoff. Includes a filled example (illustrative) and a link to a power calculator.
An interactive, saveable experiment-design template that captures hypothesis, primary/secondary metrics, power/sample notes, randomization, guardrails, analysis plan, decision rules, and reproducibility artifacts. Includes a brief worked example and internal readiness checklist.
An interactive preregistration form to capture hypothesis, metrics, population, instrumentation, analysis plan, risks, guardrails, and decision rules so experiments produce reproducible, actionable learning.
A practical, reusable template and operational checklist to move validated experiments into production while measuring how impact changes at scale. Includes decision gates, a complete measurement plan template (primary/secondary/guardrail metrics), a post-rollout monitoring checklist, a reproducibility & handover checklist, and a simple ROI/impact-to-cost prioritization rubric.
A complete, practical template and guidance for recording experiments, results, decisions, and reusable artifacts so teams can learn faster, avoid repeated failures, and surface trustworthy evidence across projects and sites.
An interactive, standard experiment card teams can fill to add experiments, outcomes, and reusable evidence to the Experiments Repository / Evidence Bank. Includes structured metadata, evidence-quality checklist, decision linkage, tags for discovery, and guidance for retention and reuse.