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

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/lumenova-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 2% | 20 | 0% | 2 |

## What the models said for it

- "mid-market organizations get strong value from Lumenova AI or Dataiku DSS" (Claude Haiku 4.5, AI governance)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Lumenova AI, from 15 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 12
- infomineo.com: 8
- strac.io: 8
- g2.com: 7
- peoplemanagingpeople.com: 7
- aigovhub.io: 5
- 7wdata.be: 4
- aicompliancevendors.com: 4
- aimultiple.com: 4
- capterra.com: 4

### Pages cited

- https://www.gane.ai/index/it/it-data/ai-governance-platforms/smb: 11
- https://infomineo.com/artificial-intelligence/best-ai-governance-tools-in-2026-top-platforms-compared: 8
- https://strac.io/blog/best-ai-governance-tools-and-software: 8
- https://peoplemanagingpeople.com/tools/best-ai-governance-tools: 7
- https://aigovhub.io/vendors/lumenova-ai: 5
- https://g2.com/categories/ai-governance-tools/small-business: 5
- https://7wdata.be/tool/lumenova-ai-governance-platform: 4
- https://aimultiple.com/ai-governance-tools: 4

## In its own words

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

- Positioning: Enterprise Agentic AI Governance & Security (https://lumenova.ai/)
- For: AI builders and model risk team; regulated industries; AI Platform & Engineering, Model Risk & Validation, Security, CIOs, CTOs & Chief AI Officers (https://lumenova.ai/)

## What it publishes

Every page lumenova.ai exposes, read 2026-10-05: 471 addresses. By kind, pages and the last 90 days:

- blog: 283 pages, 30 in the last 90 days, latest 2026-10-05
- case study: 1 pages, 0 in the last 90 days, latest 2024-01-12
- comparison: 9 pages, 0 in the last 90 days, latest 2026-03-12
- glossary or explainer: 1 pages, 0 in the last 90 days, latest 2025-05-27
- Recent: 2026-10-05 blog: Blog ai governance frameworks agentic ai comparison https://www.lumenova.ai/blog/blog-ai-governance-frameworks-agentic-ai-comparison
- Recent: 2026-10-01 blog: Ai agent observability instrumentation https://www.lumenova.ai/blog/ai-agent-observability-instrumentation
- Recent: 2026-09-24 blog: Ai center of excellence for banks https://www.lumenova.ai/blog/ai-center-of-excellence-for-banks
- Recent: 2026-09-23 blog: Agentic ai monitoring buyers guide https://www.lumenova.ai/blog/agentic-ai-monitoring-buyers-guide
- Recent: 2026-09-17 blog: Ai lifecycle governance framework https://www.lumenova.ai/blog/ai-lifecycle-governance-framework
- Recent: 2026-09-15 blog: Ai overreliance https://www.lumenova.ai/blog/ai-overreliance

## 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.