A computerized anti-money-laundering and anti-fraud transaction analysis system may include a computerized cryptocurrency analysis tool system operatively coupled over a computerized network to a cryptocurrency exchange, a cryptocurrency exchange ledger and/or a know-your-customer facility. The computerized cryptocurrency analysis tool may include an automated payment cluster analysis routine for analyzing transaction data for a plurality of proposed cryptocurrency transactions. The transaction data for the plurality of proposed cryptocurrency transactions may be obtained from the cryptocurrency exchange, cryptocurrency ledger and/or the know-your-customer facility. The automated payment cluster analysis routine automatically identifies a cluster of related transactions in the plurality of proposed cryptocurrency transactions based upon an analysis of a plurality of transaction data items associated with each of the proposed cryptocurrency transactions. The computerized cryptocurrency analysis tool may also include automated summary routine for flagging a first transaction in the identified cluster as potentially associated with at fraud and/or money-laundering.
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