Which would be an appropriate tuning of a sanctions screening tool?
Appropriate tuning must maintain the tool's ability to capture spelling variations, transliterations, and linguistic differences. This is essential for detecting sanctioned parties that may appear under alternate spellings (e.g., Arabic, Cyrillic transliterations).
Exact-match screening (C) or limiting variations (A, D) leads to missed true positives and violates regulatory expectations for effective sanctions screening.
Wolfsberg Guidance on name-matching and spelling-variation recognition.
Importance of fuzzy and variant matching in sanctions screening systems.
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