# IRI: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://it-ai-index.com/vendors/iri/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data masking and test data management | 0% | 99 | 0% | 1 |

## In its own words

What IRI's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Total Data Management, Built for Enterprise Speed (https://iri.com/)
- For: BI & AI Architect CIO / IT Manager Compliance Officer / CISO Database Administrator Data / Solution Architect Software Developer (https://iri.com/)
- Free plan or trial: Evaluate any - or every - tool in the IRI Voracity platform free for 30-days on your Linux or Windows system. (https://iri.com/)
- Hosting: on-premise, in the cloud

## What it publishes

Every page iri.com exposes, read 2026-10-05: 364 addresses. By kind, pages and the last 90 days:

- blog: 53 pages, 5 in the last 90 days, latest 2026-09-30
- case study: 26 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest 2026-03-06
- news or press: 8 pages, 3 in the last 90 days, latest 2026-09-08
- Recent: 2026-09-30 blog: Ai ready data enterprise scale https://www.iri.com/blog/ai/ai-ready-data-enterprise-scale/?utm_source=rss&utm_medium=rss&utm_campaign=ai-ready-data-enterprise-scale
- Recent: 2026-09-29 blog: Automated facial redaction biometric data https://www.iri.com/blog/data-protection/automated-facial-redaction-biometric-data/?utm_source=rss&utm_medium=rss&utm_campaign=automated-facial-redaction-biometric-data
- Recent: 2026-09-21 blog: Enterprise ai data readiness https://www.iri.com/blog/ai/enterprise-ai-data-readiness/?utm_source=rss&utm_medium=rss&utm_campaign=enterprise-ai-data-readiness
- Recent: 2026-09-12 blog: Pii discovery patterns set files https://www.iri.com/blog/data-protection/pii-discovery-patterns-set-files/?utm_source=rss&utm_medium=rss&utm_campaign=pii-discovery-patterns-set-files
- Recent: 2026-09-09 blog: Iri audit log wrangler performance security https://www.iri.com/blog/iri/business/iri-audit-log-wrangler-performance-security/?utm_source=rss&utm_medium=rss&utm_campaign=iri-audit-log-wrangler-performance-security
- Recent: 2026-09-08 news or press: Press releases https://www.iri.com/news/press-releases

## Record

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