Financial fraud may be committed by one person, a temporary group or a durable organised-crime network. Similar victims, accounts or tactics do not prove that every case is centrally controlled. An invesÂtiÂgation should map people, services, money and decision-making, then test whether the connecÂtions are operaÂtional, financial or merely coinciÂdental.
Define the suspected criminal activity
Separate investment fraud, payment fraud, tax fraud, laundering, corruption, identity crime and cyber intrusion. Record the jurisÂdicÂtions, victims, dates and losses. Precise classiÂfiÂcation deterÂmines which records, offences and authorÂities are relevant.
Preserve entry-point evidence
Collect adverÂtiseÂments, domains, social accounts, phone numbers, emails, contracts, invoices, payment instrucÂtions and device records. Keep originals and timestamps. A shared template may reveal a common supplier rather than a common controller, so preserve technical metadata as well as visible content.
Build layered network maps
Create separate maps for individuals, companies, commuÂniÂcaÂtions, domains, bank accounts, crypto wallets, devices and logistics. Europol’s financial and economic crime threat assessment describes how criminal networks use financial crime to obscure and benefit from proceeds of other illegal activity.
Follow the money across services
Trace each victim payment through receiving accounts, payment processors, exchanges, cash withdrawals and asset purchases. Record who opened, funded and controlled every account. Use our illicit-finance tracing framework to distinÂguish movement, beneficial control and ultimate use.
Identify roles without over-attributing
Separate recruiters, fraud operators, money mules, account suppliers, technical providers, profesÂsional enablers and organÂisers. A person may act knowingly, recklessly or innocently; function alone does not prove intent. Evidence of instrucÂtions, payment, repeated conduct and concealment is critical.
Test coordination and hierarchy
Compare timing, task allocation, shared resources, profit distriÂbÂution and responses to disruption. Europol’s study of high-threat criminal networks provides a law-enforcement framework for analysing organÂiÂsation and reach, but it should not be used to label a particular group without case evidence.
Connect proceeds to assets
Search corporate, property, vehicle and court records, then reconcile acquiÂsiÂtions with declared income and traced funds. Nominees or relatives may hold assets for legitÂimate reasons. Establish control and benefit rather than inferring ownership from associÂation.
Malta News Online’s report on an alleged illegal gambling network in Malta offers a local invesÂtigative lead. Its intelÂliÂgence-based allegaÂtions require verifiÂcation through underÂlying records, court material and responses, and named individuals remain entitled to the presumption of innocence.
Create a claim-by-claim matrix
For each alleged connection, list the source, date, corrobÂoÂration, alterÂnative explaÂnation and response. DistinÂguish verified transÂacÂtions, intelÂliÂgence assessÂments, charges and final court findings. This prevents a network diagram from becoming an unsupÂported allegation of organised crime.