SEE BEFORE YOU BUY
The exact document you'd get on day five, produced by running our benchmark on a deliberately messy SaaS dataset. Same method, same format, real failures.
What's inside
The scored 30-question table, the six failure classes with real examples (the wrong-revenue answer, the missing-filter miss, the tenant leak), the fix roadmap, and the eval-suite docs.
AI Data Accuracy Audit
Page 1
Raw-schema accuracy score
Question-by-question
Page 3
| Question | AI | Verified | |
|---|---|---|---|
| Net revenue in Q3? | $1,240,890 | $891,204 | Fail |
| Active accounts, last 30d? | 4,812 | 4,388 | Fail |
| Top plan by MRR? | Scale | Scale | Pass |
Failure taxonomy
Page 4