# ServiceNow Integrated Risk Management: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 18 judge labels across 1 categories by 13 of 14 models. Page: https://finance-ai-index.com/vendors/servicenow-integrated-risk-management/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal controls and SOX | 0% | 21 | 17% | 18 |

## What the models said for it

- "Look for tools with built-in, immutable audit logs (e.g., ServiceNow GRC, RSA Archer)" (Mistral Small, Internal controls)
- "Best For: Organizations that already use ServiceNow for IT service management (ITSM) or ticketing." (Qwen 3.7 Flash, Internal controls)
- "Best For: Organizations already deeply invested in the ServiceNow ecosystem for IT operations." (Gemini 3.5 Flash, Internal controls)
- "Choose ServiceNow if your compliance fights are primarily about IT and access." (DeepSeek V4 Flash, Internal controls)

## And against it

- "cannot afford the massive budgets, months-long implementation timelines, or high administrative overhead of heavy enterprise platforms like ServiceNow GRC or Archer" (Gemini 3.5 Flash, Internal controls)
- "Other options to consider include MetricStream and ServiceNow GRC, although these may be more expensive." (Llama 4 Maverick, Internal controls)
- "Full enterprise GRC suites (like SAP GRC or ServiceNow GRC) are likely overkill and overpriced." (DeepSeek V4 Flash, Internal controls)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Internal controls and SOX: 0% to 0%, ±0. Inside the floor by 10 points · rank 69 → 21 of 90.

## In its own words

What ServiceNow Integrated Risk Management's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.


## Record

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