Classify CDP defects by accuracy, completeness, consistency, timeliness, and uniqueness.
Place each CDP defect in the quality bucket it most directly violates. Accuracy Completeness Consistency Timeliness Uniqueness CRM says the customer is on Enterprise, but billing shows the plan was downgraded last month. Product events arrive without account_id for 18 percent of workspaces. trial_started fires on signup in web but after email verification in mobile. The suppression audience updates every Friday even though contracts close daily. One authenticated user appears as three separate profiles after changing email address. The renewal audience uses a contract_end_date that was never corrected after an amendment. source_platform is blank, so analysts cannot tell whether the…
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