displayName
Growth Experimentation Platform Setup
workflowKind
setup
triggerType
event-driven
typicalCadence
per-initiative
complexity
cross-team
description
Builds the experimentation infrastructure enabling systematic growth
testing -- selecting and configuring feature-flagging and A/B testing
platforms with server-side and client-side SDK integration, designing the
experiment lifecycle workflow from hypothesis documentation through
statistical analysis and decision recording, establishing sample-size
calculators and guardrail metric definitions to prevent degraded user
experience during tests, integrating experiment assignment data with
analytics pipelines for cohort analysis and long-term impact measurement,
creating experiment catalog templates with standardized fields for
hypothesis, metrics, audience targeting, and rollout criteria, configuring
automated statistical significance alerts and experiment duration monitors,
and building experiment results dashboards accessible to product,
engineering, and growth stakeholders. Produces experimentation platform
architecture guide, experiment template library, and integration runbook.
Excludes running specific experiments.