# KPMG: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 10 judge labels across 2 categories by 8 of 12 models. Page: https://hr-ai-index.com/vendors/kpmg/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Compensation benchmarking data | 0% | 23 | 0% | 9 |
| Compliance training | 0% | 52 | 0% | 1 |

## What the models said for it

- "Offers defensible IT and operational benchmarking, especially for regulated industries and mid-market teams." (Mistral Small, Compensation benchmarkin)
- "Audit-ready, transformation-linked benchmarking | Deloitte / KPMG / McKinsey" (Kimi K2, Compensation benchmarkin)
- "Defensible IT/operating benchmarks for regulated industries; cost optimization." (Grok 4.1 Fast, Compensation benchmarkin)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.