Analytics operations

War-game an event taxonomy rewrite before soft names become habit

War-game an event taxonomy rewrite by testing whether name capacity, review gates, and freeze deadlines still shrink soft names when several products share one schema and the next board chart is close.

Taxonomy rewrites fail when "renamed" means a checkbox without a decision artifact, when teams dual-count a draft as both reviewed and live, and when money paths still pin to one thin event because the map is incomplete. The review needs one written inventory of event classes, one owner who can deny a risky rename, and a documented consequence when a failed review ages past the deadline.

Assemble the taxonomy packet

List event classes by product, weekly volume, review gate, last rename reason, owner of record, and evidence required to keep the name. Attach open findings, overdue drafts, and any emergency rename in the last quarter. Name which classes are out of scope and why. If a billing event class is omitted, show the residual risk in the same packet.

Decide allow, revise, or hold in advance. Include the fields that compute overdue-review status so two reviewers reach the same label from the same exports.

Claim matrix

ClaimEvidence requiredFail condition
Class is staffedNamed reviewer roster and measured time-to-reviewRoster is empty or still points to a single untested analyst
Rename is completeSchema export showing approved state for the claimed fieldsTicket closed while export still shows draft
Name is uniqueSample schema proving no double-booked eventName invents uniqueness the schema never enforced
Override is controlledLogged use with time-bound restore of reviewShared override or unlogged use

Walk four cases in Pingpong: a funnel still pinned to one overloaded event, a rename that left a revenue chart live without finance, a class that mixed product and marketing content, and a request to skip a support event because volume is rare. Start from the documented taxonomy language. Ask who can extend a freeze window and which export proves review. Any step that depends on an unnamed person becomes a taxonomy condition.

Replay one prior metric incident under the proposed rules. If the incident would still age without a reverse owner, revise the rules before calling the rewrite ready.

Pair with the analytics lead seat, an instrumentation freeze stress test, and a dashboard ownership map review. More operating decisions live in the war-game decisions hub.

Close only when renamed and blocked labels can be reproduced from stored exports without a verbal override.