Uncovering the Size of the Illegal Corporate Service Provider Industry in the Netherlands: a Network Approach
Javier Garcia-Bernardo, Joost Witteman, Marilou Vlaanderen

TL;DR
This paper develops a network-based classification method to estimate the size of the illegal corporate services provider industry in the Netherlands, revealing that illegal CSPs constitute up to half of all CSPs and manage a significant portion of companies.
Contribution
The paper introduces a novel network similarity approach to identify potentially illegal CSPs and estimates their industry size, aiding regulatory efforts against economic crime.
Findings
Illegal CSPs constitute 31-51% of all CSPs.
Illegal CSPs manage 19-27% of companies managed by CSPs.
The method aids regulators in detecting illegal activities.
Abstract
Economic crimes such as money laundering, terrorism financing, tax evasion or corruption almost invariably involve the use of a corporate entity. Such entities are regularly incorporated and managed by corporate services providers (CSPs). Given this potential for enabling economic crime, the CSP industry in the Netherlands is heavily regulated and CSPs require a license to operate. Operating without a licence is illegal. In this paper, we estimate the size of the illegal CSP sector in the Netherlands. For this, we develop a classification method to detect potentially illegal CSPs based on their similarity with licensed CSPs. Similarity is computed based on their position within the network of directors, companies and addresses, and the characteristics of such entities. We manually annotate a sample of the potential illegal CSPs and estimate that illegal CSPs constitute 31--51\% of the…
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