Sampling KYC audit trails without drowning in cases
How to build a population when the application export is a jumble of retries, vendor callbacks, and silent drops.
Field notes
Writing that belongs next to a sample sheet
These essays are teaching notes, not legal advice. They assume you already have to financially audit a KYC verification application.
When onboarding evidence fails a financial reconciliation
Green ticks in the KYC app are not a substitute for fee income, frozen funds, or payout blocks that should have followed.
Mapping AML controls onto application event logs
A control statement that cannot be found as an event is a poster, not a control. Here is a mapping habit we teach in the lab.
Reading vendor attestations without over-trusting the seal
What a letter from an IDV provider actually supports when you are financially auditing the application that wrapped it.