We are preparing a public sample audit report that visitors can review before booking a dataset audit.
The goal is simple: show the structure of a Xariff report clearly enough that teams can understand what they will receive, how findings are organized, and what kinds of recommendations are included.
What the sample report will show
The published sample will include a guided walkthrough of the main sections typically included in a Xariff audit:
- coverage gaps and sparse regions in feature space
- anomaly and edge-case findings
- split mismatch or drift observations when relevant
- quality and readiness notes that affect downstream model performance
- prioritized recommendations and next steps
Why it is not public yet
We are packaging the sample so it is useful as a reference without exposing private client details or creating confusion about what is standardized versus customized per engagement.
That means the sample needs to be clear, realistic, and representative of the kind of analysis Xariff delivers.
What to do in the meantime
If you want to understand the kind of work Xariff does before the sample report is published, you can:
- browse the Research & Resources page
- try the free tools in /tools
- contact us if you want to discuss a private audit
We will publish the sample report here as soon as it is ready.