# Concentric AI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/it/vendors/concentric-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data security posture management](https://www.gane.ai/index/it/security/data-security-posture-management/index.md) | 2% | 9 | 12% | 8 |

## What the models said for it

- "Best overall for a limited budget: Concentric AI" (GPT-5.4 mini, DSPM)
- "often cited as a more cost-effective alternative to heavy enterprise suites like BigID" (Gemini 3.5 Flash, DSPM)
- "Concentric AI — Best for SaaS, Unstructured Files, and Budget Efficiency" (Gemini 3.5 Flash, DSPM)
- "Concentric AI is best for AI/ML‑specific data security." (GLM 4.7 FlashX, DSPM)

## And against it

- "though they're more expensive and geared toward larger enterprises" (GLM 4.7 FlashX, DSPM)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Concentric AI, from 24 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- forcepoint.com: 14
- csoonline.com: 12
- g2.com: 10
- sentra.io: 10
- c2datatechnology.com: 9
- gartner.com: 8
- cpl.thalesgroup.com: 7
- cybersecuritynews.com: 7
- portal.gigaom.com: 7
- aimultiple.com: 6

### Pages cited

- https://csoonline.com/article/2075321/top-12-data-security-posture-management-tools.html: 12
- https://c2datatechnology.com/blog/best-dspm-vendors-2026: 9
- https://forcepoint.com/blog/insights/best-dspm-tools: 9
- https://bedrockdata.ai/blog/top-dspm-vendors: 6
- https://forcepoint.com/blog/insights/top-dspm-vendors: 6
- https://gartner.com/reviews/market/data-security-posture-management: 6
- https://upwind.io/glossary/dspm-vendors: 6
- https://aimultiple.com/dspm-vendors: 5

## In its own words

What Concentric AI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: AI & Data Security Governance Software (https://concentric.ai/)
- For: organizations (https://concentric.ai/)
- Integrations claimed: 10 (https://concentric.ai/customer-stories)
- Customers named: Baron Capital, Jennison Associates, Southern Nevada Health District, Cadence Design Systems, Ellement Consulting Group, Bush Brothers & Company, Oceaneering, Ellement

## What it publishes

Every page concentric.ai exposes, read 2026-10-05: 531 addresses. By kind, pages and the last 90 days:

- blog: 178 pages, 9 in the last 90 days, latest 2026-09-22
- case study: 14 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 12 pages, 0 in the last 90 days, latest undated
- conference or event: 8 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 7 pages, 0 in the last 90 days, latest undated
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 5 pages, 1 in the last 90 days, latest 2026-09-10
- podcast or video: 53 pages, 0 in the last 90 days, latest undated
- news or press: 77 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: Data classification tools top vendors compared in 2026 https://concentric.ai/data-classification-tools-top-vendors-compared-in-2026
- Recent: 2026-09-10 glossary or explainer: What is iso 42001 https://concentric.ai/what-is-iso-42001
- Recent: 2026-08-31 blog: Ai security tools top vendors compared in 2026 https://concentric.ai/ai-security-tools-top-vendors-compared-in-2026
- Recent: 2026-08-27 blog: Data access governance tools top vendors compared in 2026 https://concentric.ai/data-access-governance-tools-top-vendors-compared-in-2026
- Recent: 2026-08-21 blog: A guide to ai security posture management aispm https://concentric.ai/a-guide-to-ai-security-posture-management-aispm
- Recent: 2026-08-21 blog: Every Company Is Now a High-Stakes Operation - Concentric AI https://concentric.ai/every-company-is-now-a-high-stakes-operation

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.