Prepare an email-based duplicate review
Prepare a review queue for contacts sharing a normalized email address. The packet preserves contact IDs, separates invalid addresses and leaves merge decisions with the operator.
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Prepare a review queue for contacts sharing a normalized email address. The packet preserves contact IDs, separates invalid addresses and leaves merge decisions with the operator.
Check a contact import mapping before writing anything to a CRM. Produce normalized draft rows and a row-numbered quarantine list without carrying unrelated source columns into the result.
Return missing, ambiguous and remapped header decisions before a CSV export is converted into contact rows.
Calculate per-field missingness and row IDs requiring repair before an agency hands a dataset to delivery.
Return matched, left-only, right-only and ambiguous IDs before linking records from two systems.
Produce normalized UTC timestamps and row-indexed invalid or ambiguous source values without inventing timezone facts.
Return syntactic phone-format candidates and unresolved rows using operator-supplied formatting rules, without asserting number reachability.
Select an eligible contact channel or explicit no-channel result from supplied per-channel preference and permission facts.
Count contacts by domain and separate invalid addresses or internal contacts for an agency audience audit.
Check whether supplied attribution weights allocate exactly 100% of each conversion, and surface unallocated or overallocated totals.
Separate repeated identical event IDs from conflicting repeats for manual delivery review without replaying events.
List unknown and many-to-one status mappings before an agency migrates an export to a destination taxonomy.
Return the exact missing or conflicting approvals before content is scheduled for publication.
Flag whether a proposed publication time falls inside an operator-approved window and outside every blackout interval.
Identify nondecorative published assets missing supplied alternative text without inventing accessibility descriptions.
Return links with missing or mismatched tracking fields from a supplied campaign manifest without visiting URLs.
Flag repeated topic-angle combinations inside a planning horizon so an editor can assess actual redundancy.
Return term occurrences and suggested approved replacements for editorial review without rewriting or publishing the draft.
Calculate character-budget overflow for each configured channel without asserting current provider limits.
Separate new feed items from already drafted references before an operator proposes additional content.
Return missing localized fields and untranslated required entries for an editorial completion queue.
Compare proposed asset uses with supplied licence dates, territories and media before an operator reviews reuse permission.
Produce an allowlisted data projection and omitted-field list for a disclosure review without conferring disclosure authority.
Prepare a deletion-impact candidate list and ambiguous ownership references without deleting records.
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