Operating ProcedureExecution layer

Metric Definition Lock (Onboarding)

A checklist with 7 steps: Inventory every metric the client already sees in their own tools before building a single dashboard tile.

By InnovaAI ResearchPublished

What are the steps?

checklist

Metric Definition Lock (Onboarding)

  1. 01

    Inventory every metric the client already sees in their own tools before building a single dashboard tile

    Pull the client's existing GA4, ad platform, and CRM views and list each metric name, formula, and date range they currently trust. This becomes the baseline you must match or explicitly override.

  2. 02

    Write one canonical definition per metric and get written client sign-off

    For example, decide whether 'lead' means form fill, MQL, or SQL, and whether 'conversion value' uses gross or net revenue. Ambiguity here is the most common source of month-two disputes.

  3. 03

    Map each canonical metric to its source system and confirm the source can actually produce it

    A metric like blended ROAS across Meta and Google requires both connectors plus a currency and attribution-window decision. If a source cannot supply the field, flag it now rather than after the first client review.

  4. 04

    Document the reconciliation rule for any metric that appears in more than one system

    Platform-reported conversions and CRM-closed deals rarely match. State which system is authoritative and how the variance is explained in the report narrative.

  5. 05

    Set the reporting period, timezone, and data-refresh cadence in writing

    A dashboard that refreshes hourly but reports on a seven-day lag will confuse clients who check it daily. Align the refresh schedule to the client's decision rhythm, not the tool's default.

  6. 06

    Build a one-page metric glossary and attach it to the client's account record

    This glossary travels with the account through staff changes and becomes the reference when a new analyst or a new client stakeholder questions a number.

  7. 07

    Run a dry-run report against the locked definitions and compare it to the client's prior month numbers

    Any variance above the agreed tolerance gets investigated and explained before the first live delivery. Catching a definitional gap in week one costs an hour; catching it in month three costs the retainer.