Archive
Fundamentals, emerging typologies, and field playbooks — newest first.
Case Study
How Disasters Like Sri Lanka's 2025 Floods Expose Weaknesses in AML Risk Management Systems
Cyclone Ditwah displaced over two million people and triggered a multi-billion-dollar relief effort. Large-scale disasters don't just test emergency response — they test every assumption a KYC/AML program makes about identity, cash, and oversight.
Playbook
A Step-by-Step Playbook for Investigating Suspected AI-Generated Fraud in Onboarding
Deepfake selfies, GAN-forged IDs, and synthetic identities are already inside the funnel. Here's a repeatable method for catching them before they clear KYC — and building a defensible case file when they don't.
Emerging Risk
Synthetic Identity Fraud: The Typology Most Training Programs Still Get Wrong
It's not stolen identity and it's not fully fake identity — it's both, blended, and aged like a real customer. Here's why that combination breaks conventional fraud detection.
Fundamentals
KYC, CDD, and EDD Are Not the Same Thing — Here's the Actual Difference
The three terms get used interchangeably in job postings and casually in conversation. In practice they're a hierarchy, and knowing where one ends and the next begins is what separates a checklist analyst from a risk-based one.
Fundamentals
What Makes a SAR Narrative Defensible (Not Just Filed)
A suspicious activity report that reads as a summary of a gut feeling doesn't hold up to regulatory review. One that reads as a chain of specific, dated observations does. The difference is almost entirely structural.
Emerging Risk
Shell Companies and Beneficial Ownership: Mapping the Layers That Are Built to Confuse You
Placement, layering, and integration is the model everyone memorizes for the exam. Shell company structures are where 'layering' stops being an abstraction and becomes a genuinely hard research problem.