Measurement Playbook
Our working path from product decisions to consent-safe instrumentation. Use it to see what an engagement covers before you book.
1. Purpose framing
We start with the decisions you must make—activation paths, quality alerts, retention experiments—and the consent categories that can support them. Measurement exists to change those answers, not to archive every tap.
2. Inventory and gap review
We list events, properties, and identifiers you already collect, note where purpose or retention is missing, and flag fields that are too personal for the question they claim to answer.
3. Consent-safe contracts
Each kept signal gets a written contract: trigger, properties, consent gate, retention window, and owner. Names stay operational so product and engineering say the same thing in release reviews.
4. Architecture and access
We check how data moves after collection—joins, exports, dashboards—and recommend aggregation or access limits when individual-level detail is not required for the decision.
5. Refresh cadence
We leave a light schedule for retiring unused events and revisiting contracts after consent UX or feature launches—so privacy-first measurement ages intentionally.
Walk this playbook with your stack
Book a Privacy Measurement Assessment or a Consent-Safe Event Design workshop if you already have a tracking plan to pressure-test.