The problem is not just more data.
Financial-crime and crypto-enabled matters often involve fragmented records, incomplete attribution, shell entities, nominee activity, exchange records, cross-chain movement, offshore actors, professional enablers, and victims or institutions under pressure to act quickly.
The real challenge is knowing what the evidence means, what it does not prove, where assumptions enter the analysis, and how to document findings in a way that can withstand legal, regulatory, operational, or courtroom scrutiny.
Without a disciplined workflow, teams can miss key evidence, overstate attribution, lose source-to-conclusion linkage, or produce findings that are difficult to defend.