Detect keyboard smashes, random character sequences, and known fake name patterns before they pollute your database and trigger costly KYC/AML pipelines.
Illustrative scores - not a live name check
Detection signals
Detects keyboard-mash patterns: non-phonetic consonant runs and key sequences like "asdfgh".
Filters out common placeholders like "Test Test", "Abc Def", and "Admin User".
Clean data prevents ambiguous names from triggering hundreds of false AML matches.
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