In preparation
The first papers in this series are being finalised. They will appear here as they are published.
- Audit-grade sampling: designing plans that survive independent review
- Improper-payment analytics: moving from periodic review to continuous measurement
- Explainable fraud detection: building models whose decisions withstand appeal
- AI governance in regulated environments: model cards, drift monitoring, and audit trails
If a specific topic would be useful to your team, tell us — it helps us prioritise.