Sampling CDD files without drowning the onboarding desk

A CDD file audit fails when the sample is either too polite or too chaotic. Pull only easy retail accounts and you miss the SME ownership chains that trip supervisors. Pull every high-risk file from the last fortnight and you punish the desk that is already catching up on refresh reviews.

Stratify before you count

Agree strata with the compliance officer: retail, SME, non-resident, and any product with enhanced due diligence. Inside each stratum, draw randomly rather than by “interesting” cases. Interesting cases belong in a separate thematic deep dive, not in the base quality score.

Score the rationale, not the template

Many Taiwanese fintechs use tidy digital templates. The weak point is usually the free-text risk rationale — why this customer sits at medium rather than high, or why a beneficial owner chain stops where it does. Our scoring sheets weight narrative quality alongside document presence.

Feed findings back as coaching

An audit that only produces a red-amber-green chart tends to sit unread. Pair aggregate scores with anonymised examples and a short desk coaching session. Analysts remember a concrete missing ownership certificate more clearly than a percentage on a slide.