“The monetary-unit walkthrough in Transaction Sampling Methods finally matched how our ledger exports behave. I still wish Module 2 had more retail inventory examples, but the bank-statement drill stuck.”
— Helen M., senior auditor, Leeds
Schema Analytics
Sample less. Defend more.
We teach auditors how to design transaction samples, read results without wishful thinking, and leave a trail a reviewer can follow — inside a transaction sampling audit app or beside one.
From the floor
What practitioners say after the first lab week
★★★★☆
Used the exception log template from Schema Analytics on a mid-market revenue test. Review notes dropped from two pages of clarification to a single follow-up.
Platform review · Assurance associate
Why teams stay
Methods that survive a cold partner review
Sampling looks tidy in a textbook. In a live file it is messy: incomplete populations, late journal packs, and software that wants a number before you have a rationale.
- Frame hygiene — how to document exclusions without hiding risk.
- Size decisions that cite a purpose, not a spreadsheet default.
- Exception narratives written for humans who were not in the room.
Programmes
Featured learning paths
Start with the flagship methods course, then deepen reporting or tool-side workflows as your team needs.
Transaction Sampling Methods
Design, execute, and document transaction samples with audit-ready workpapers.
Exception Narratives Lab
Turn sample misses into clear findings without overstating the population.
Firm Cohort Bench
Shared critiques of live anonymised plans for multi-office UK practices.
Bring a live population to the next intake
Tell us which ledger you are sampling. We will point you to the right course tier — or a conversation with training design.
Journal
