01 / Collection
Scope a data build 10 QUESTIONS / ABOUT 3 MINUTES / NO EMAIL REQUIRED
Can your data support the next decision?
Score the operating system underneath your reporting and AI. Answer based on what is documented and repeatable today—not what one person can reconstruct in a spreadsheet.
02 / Collection
Customer, order, campaign, product, refund, and subscription identifiers can be joined across systems.
03 / Warehouse
Important source data lands in an analytical environment our company controls, with useful history preserved.
04 / Warehouse
Late data, failed loads, schema changes, and backfills are monitored and have a clear owner.
05 / Modeling
Revenue, customer, CAC, contribution, retention, and attribution have written, shared definitions.
06 / Modeling
Modeled results reconcile to source systems and finance at an agreed grain and time window.
07 / Delivery
Leaders can answer recurring questions without manual exports, spreadsheet joins, or metric debates.
08 / Delivery
Every important dashboard, alert, or analysis has a named decision, owner, cadence, and action.
09 / AI governance
AI tools access only approved data, definitions, and actions within explicit permission boundaries.
10 / AI governance
AI outputs are evaluated against known-good cases, monitored, and escalated to a human when uncertain.
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