Experimentation Framework Builder

Generates a complete experiment design specification from a proposed product change — including a falsifiable hypothesis, unit of randomization, primary and guardrail metrics, sample size and runtime estimate, randomization and rollout plan, and a ranked risk register. Use when designing an A/B test, defining metrics for an experiment, calculating required sample size, or pressure-testing an experiment plan before launch.