Audit your analytics pipeline before setting any public targets. Verify event definitions, sampling integrity, and identity resolution across web, product, and billing. Provide teams with self-serve dashboards that include raw tables and clear lineage. Confidence in instrumentation accelerates decision speed, reduces re-litigation during reviews, and prevents expansion milestones from anchoring to misleading numbers.
Define early signals that will trigger go, hold, or pivot decisions before major investment gates. Examples include partner pipeline depth, localized onboarding completion rates, or channel activation velocity. Socialize thresholds in advance so no one is surprised when a milestone moves, and celebrate stopping as a disciplined, value-preserving decision.
All Rights Reserved.