How Data-Driven Teams Make Better Product Decisions

Great analytics programs begin with the decision you need to make — not the chart you want to build. Define the question, the owner, and the action that should follow before investing in instrumentation.

Track the moments where users get real value, not just vanity events. Activation and retention signals beat pageview volume when you're choosing what to ship next.

Data without experiments becomes opinion with charts. Pair insights with lightweight tests so the team learns what actually moves outcomes.