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Corporate lookalikes expose a costly AML compliance weakness

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Corporate lookalikes expose a costly AML compliance weakness

Corporate lookalikes are creating significant challenges for anti-money laundering (AML) and Know Your Business (KYB) checks, with similar company names, addresses and ownership details increasing the risk of incorrect screening decisions, according to RegTech provider ZIGRAM.

Known as corporate doppelgängers, these businesses are legally separate entities that share several identifying characteristics. They may have similar names, overlapping registered addresses, directors with matching surnames or comparable industry classifications. This can make it difficult for automated screening systems and compliance professionals to distinguish between unrelated organisations.

The problem highlights the importance of entity resolution, which determines whether multiple records refer to the same real-world business, connected organisations or entirely separate entities. The process supports financial institutions’ wider compliance operations, including sanctions screening, transaction monitoring and customer risk assessments.

When entity resolution fails, inaccuracies can spread across these processes. Compliance teams may receive unnecessary sanctions alerts, customer information can become fragmented across duplicate records, and risk assessments may be based on incomplete or misleading data.

Unlike identity verification and name screening, entity resolution focuses on establishing whether different records genuinely belong to the same organisation. Identity verification confirms the authenticity of documentation, while name screening identifies potential matches against watchlists. Entity resolution examines those results in greater detail to establish whether a connection actually exists.

This requires financial institutions to assess a range of identifiers, including current and former company names, registration numbers, incorporation jurisdictions, registered addresses, tax identification numbers and Legal Entity Identifiers (LEIs). Director information and beneficial ownership records can provide further evidence when determining whether businesses are related.


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