Name Alteration – Key Highlights
Name alteration refers to purposely changing names through measures such as using aliases, nicknames, misspellings, or legal changes. It is a technique used by criminals to bypass the AML screening systems that might otherwise reveal their true identity. Criminals use identity alteration strategies to hide their connections to sanctions lists, negative media, PEP, or prior suspicious activity reports.
However, not all name alterations are illegitimate activities; some individuals undergo valid name changes, ensuring complete transparency. Altering names by violating specific regulations with a fraudulent motive is considered illicit name manipulation. Such activities hinder the accuracy of KYC, sanction screening, and risk assessment processes.
Name alteration shields a person’s originality, including date of birth, biometrics and nationality. This further diverts sanctions, PEP and adverse media screening software from identifying the real threat, which checks for exact name matches or near proximity.
Misspellings, cultural naming customs and translation make it hard to screen individuals accurately against watchlists. This further leads to higher false matches or missed matches.
Compliance teams face many challenges and observe red flags while screening names against the global watchlists, some of which are as follows:
RapidAML name screening software provides automated matches for sanctioned individuals and persons with negative news, scanning across sanctions and other watchlists. Further, it also shows results for persons with prominent public functions found on PEP lists.
RapidAML with advanced fuzzy matching algorithms finds similarity between the name being screened and the watchlist name and displays the potential matches. The software uses techniques such as machine learning, natural language processing and artificial intelligence to identify transliteration issues, manipulated patterns and aliases, ensuring accurate detection and audit-ready evidence.
Moreover, RapidAML integrates name screening results with customers’ other details to assess risk and build customer risk profiles. This helps the compliance team reduce their manual work and differentiate between a legitimate customer with a general name and a potential high-risk individual with a name variant abuse.
No, name alteration isn’t always suspicious. People may change their names for legitimate purposes; however, it becomes a concern when individuals do so with fraudulent intent, such as avoiding detection on watchlists.
Sanctions screening systems aim to identify the exact matches on watchlists, although slight name changes or variations lead to missed sanctioned individuals or flag legitimate customers. RapidAML ensures minimising such errors.
Regulators see name manipulation as a compliance failure in KYC processes and require regulated entities to use powerful tools to detect variations and avoid name-mismatch risk.
Technology features such as machine learning, artificial intelligence, and natural language processing help improve name-variation detection. RapidAML possesses advanced fuzzy matching algorithms, AI-driven linguistic, and pattern recognition that help detect name alterations.
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