300 must-have data analytics tests to catch fraud and error in SAP
The pocket guide of 300 must-have SAP data analytics tests — by Claire Worledge
Ships worldwide • SAP tables & fields included
This book becomes your reference guide
In this book, you'll discover, for each business process:
What people say about Data Analytics Secrets Book
Real feedback from people who've worked with Claire and her team.
Aufinia is a most unique analytics partner of ours, and is headed by Claire Worledge. Based in Vietnam, Aufinia specializes in Fraud Analytics – we just basically throw any data at her and her team can generate unique perspectives on potential fraud that may be happening based on that data.
We have engaged them on a cloud analytics platform service, which we hope to progress to more coverage. We thank Colin for having introduced Claire and Aufinia to us
Lauro Matias
EEI Corporation
I was desperately looking for a solution to import extraction from one accounting software into another one. I was thinking about changing software or hiring a full-time accountant: both of which are costly and time consuming. So I had nothing to lose to try this. I send my request on the website. At the end of the day, I received some very powerful comments and questions. 24-hours after I sent the query, 90% of the job was done and I was confident that it was possible to do 100%. We continued to work together the whole week and it was really nice to work with Claire as she understood really deeply what I needed… I’m so happy that I’m considering the other services provided by the company as it seems to be really helpful for managers.
Maelle Jarlier
Centre Medical International
What's inside the book
300 must-have data analytics tests, organized by business process — plus the SAP tables, fields, and diagrams to run them.
300 must-have data analytics tests
Ready-to-use tests across financial reporting, purchase-to-pay, order-to-cash, inventory, fixed assets, HR, and user access.
SAP tables & fields for each test
An appendix listing exactly which SAP tables and fields you need for every test — no more guessing or trawling blogs.
Ikea-style table diagrams
Visual diagrams showing how SAP tables and fields link together, so you can see the relationships at a glance.
Detect fraud & error
Identify manual journal entries, spot duplicate or split transactions, and surface the risks that matter most.
Dashboard case studies
Real examples of data analytics dashboards — see the typical visualizations and how they're actually used.
Technical foundations
Currency conversions, date and amount fields, user access computation, and the background on why and how analytics are used.
300 must-have tests
Every test laid out by business process — reference, title, description, and the exact fraud risk it catches. This is a sample from the Data Integrity set.
Ikea-style SAP diagrams
See exactly how SAP tables and fields link together — no relational-database theory required.
Every SAP table and field
An appendix mapping the precise tables and fields you need for each test, flagged by relevance.
Real dashboard case studies
See the visualizations in action — KPIs, scatter diagrams, and bar charts that surface unusual patterns at a glance.
Built for SAP-environment audit professionals
If you're rolling out or expanding data analytics in an SAP environment, this book shows you what everyone else is already doing.
- Internal Auditors — working in or with SAP environments
- Audit Teams — looking to skill up the whole team on SAP data + AI
- Internal Controls & Compliance — testing SAP controls, SoD violations, master data quality
- Finance Professionals — adjacent to audit, wanting to use SAP data analytically
Claire Worledge
Founder of 300Framework. 25 years of SAP audit excellence.
Claire has spent the last 25 years leading SAP audit engagements for global enterprises — from Big Four firms to in-house audit teams at companies like adidas, Implats, and Royal Dutch Shell.
She wrote Data Analytics Secrets because she watched too many talented auditors stuck doing manual SAP work that data analytics could handle in minutes. The book distills 25 years of hard-won knowledge — the 300 must-have tests, and the exact SAP tables and fields behind them — into the reference guide she wishes she'd had at the start of her own career.
Everything else you might be wondering
Quick answers to the questions we hear most.
Is this a physical book or an ebook?
It’s a physical, full-color paperback — around 600 pages — printed and shipped to you.
How much is shipping, and where do you ship?
The book is €54 plus shipping. We ship worldwide, with the shipping cost calculated at checkout based on your country.
How long does delivery take?
Each book is printed to order especially for you, then shipped worldwide. Most international orders arrive within about three to four weeks. Occasionally customs can add a little time, and any import duties or taxes are set by your local customs office. We’ll get your copy on its way as soon as your order comes in.
What's inside the book?
300 must-have data analytics tests organized by business process, an appendix of the exact SAP tables and fields for each test, Ikea-style relationship diagrams, and dashboard case studies.
What if my book arrives damaged or gets lost?
If your book arrives damaged or defective, or if it doesn’t arrive at all, contact us within 30 days of the shipment date and we’ll arrange a free replacement. For international orders that haven’t arrived after 28 days, we’ll reorder and ship a new copy.
Can I order copies for my whole team?
Yes — contact Claire for multi-copy pricing and invoicing options.
The methodology behind 25 years of SAP audit excellence.
by Aufinia