CUSTOMER VALUE ANALYSIS · Workflow idea
For an approved business-planning purpose, review authorized purchase and engagement measures to understand broad customer-value patterns. Minimize identifiable details, document how measures are calculated, and check for bias or missing context. Use aggregate findings to improve products and service; do not use a score alone to deny access, set individual treatment, or make consequential decisions. A business owner must review any proposed action.
01 / The starting point
Approved account and transaction information with a defined planning purpose
“Explore value patterns while protecting customer privacy and avoiding unfair treatment.”
02 / The work
Helps business teams review customer-value measures to inform broad acquisition and service planning.
Check that records may be used for the stated business analysis.
Show included time periods, assumptions, and missing-data limits.
Focus on service and product insights rather than ranking individuals.
Look for sensitive proxies, uneven coverage, and unexpected effects.
Require an owner to review evidence and reject score-only decisions.
03 / The result
An aggregate analysis with calculation notes, source context, limitations, and approval status.
Reviews & approvals · Example outcome
An aggregate analysis with calculation notes, source context, limitations, and approval status.
Value estimates depend on assumptions and may reflect unequal access or incomplete records. Use authorized data, minimize identifiers, test for unfair effects, and never treat an automated score as the sole basis for an individual decision.
04 / Make it yours
A few choices shape the work around your team.
Use customer measures only for approved business needs.
Prefer aggregation and restrict records to authorized reviewers.
Keep calculation rules, data gaps, and review results available.
Do not allow a value estimate alone to determine an individual’s treatment.