Challenges and Opportunities of Blockchain in Fraud Prevention for Forensic Accountants
AML Network
Forensic accountants are increasingly asked to trace value that has moved across public blockchains. Distributed ledgers change the evidential picture in two opposing ways: they preserve a complete transaction history that no institution can quietly amend, while withholding the identity information that conventional banking records supply as a matter of course.
What a public ledger offers an investigator
On a public chain, transfers are recorded permanently, in sequence, with timestamps, and the record is open to inspection. Value can be followed across wallets from end to end rather than losing the trail at each institutional boundary while a production order is obtained for the next segment. Smart contract logic can be read directly, so the mechanics of a scheme are often reconstructed from code rather than inferred from statements. Address clustering — grouping addresses that appear to share a controller — allows dispersed activity to be consolidated into something resembling a set of accounts.
Where the transparency stops
Addresses are pseudonymous, not identified. Attribution to a person or entity almost always depends on off-chain evidence obtained from an exchange or other regulated intermediary through legal process. Several techniques exist specifically to break the trail: mixing services, privacy-enhancing protocols, rapid movement between chains through bridges and decentralised exchanges, and the use of many short-lived addresses. Activity conducted inside a custodial platform may never reach the chain at all, appearing only in that platform's internal ledger. Clustering heuristics are probabilistic, and those who understand them structure their activity to defeat them.
Evidential discipline
Analysis of this kind is only useful if it survives challenge. That normally means documenting the methodology and the tools used, including their known limitations; recording how each attribution was reached and on what evidence; preserving the underlying chain data and the queries run so another examiner can reproduce the result; and being able to explain the heuristics in plain language to a tribunal that will not accept a proprietary tool's output on trust. Valuation raises separate questions, since the price of an asset at acquisition, at transfer and at judgment may differ substantially.
The regulatory backdrop
International standards now extend anti-money-laundering obligations to virtual asset service providers, typically requiring registration or licensing, customer due diligence, and the transmission of originator and beneficiary information alongside transfers. That framework matters to investigators because it determines which intermediaries hold identity records, and therefore where the off-chain evidence needed for attribution is likely to exist.
Building the capability
- Working knowledge of how the main chains, wallet types and token standards actually behave.
- Competence with analytics tooling, combined with scepticism about its confidence scores.
- Familiarity with the disclosure and expert-evidence rules of the relevant jurisdiction.
- Clear escalation routes to counsel and law enforcement, since tracing is only valuable if it supports freezing or recovery.
