Adapted from my LinkedIn writing and related technical material. Read original on LinkedIn ↗
Generative AI can help analysts work through unstructured identity information, payment notes, and related case evidence. Agent-assisted workflows can help organize the investigation and prepare an explanation for review.
Keep the evidence visible
Link the summary to its source records. Distinguish a model's suggestion from an established fact and preserve the review history.
Bound the action
Define what the system may recommend, what it may execute, and where authorization is required. Risk rules and material changes need governance rather than uncontrolled self-modification.
The useful outcome is a better-supported investigation, with clear accountability and measurable performance. The original LinkedIn post introduces this direction for cross-border fraud operations.