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AI Lab - Strategy Tool

AI Experiment Designer

Create a practical experiment plan with measurable outcomes, clear cohorts, and a safer rollout path.

Experiment inputs

Primary goalRisk levelRollout cohortPlanned duration (days): 21Estimated sample size: 1200

Generated plan

Tighten guardrails first

Confidence score: 62/100

Primary metric: Conversion rate

Duration: 21 days

Sample size: 1200

Rollout: beta

Validate readiness for this experiment Run governance and risk check