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Notes from the front line
of financial-crime ops.

Field notes from investigators, engineering principles from the team, and the case for agentic investigations in regulated financial services.

In the news

Roe in the press

The Nilson ReportCoverage

AI Investigation Agent for Issuers and Acquirers

Roe offers AI technology that writes an actionable narrative about flagged transactions in about 10 minutes. The agent pulls relevant information from in-house and third-party warehouses, and the information never leaves those systems.

April 2026Reprint (PDF)
Read at The Nilson Report
CUInsightByline

Credit unions don't have a detection problem, they have an investigation problem

Credit unions have gotten good at flagging suspicious activity. The bottleneck is what happens next: the slow, manual investigation that decides whether a member is a victim or a fraudster.

Jun 18, 2026
Read at CUInsight

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