# Sema4.ai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/sema4-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Robotic process automation](https://www.gane.ai/index/it/operations/robotic-process-automation/index.md) | 0% | 58 | 100% | 1 |

## And against it

- "strong fit for Python developers, but not for teams looking for traditional drag-and-drop RPA builders" (Gemini 3.5 Flash, RPA)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 |
| 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 Sema4.ai, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- lowtouch.ai: 2
- reddit.com: 2
- ai-indeed.com: 1
- aitomation.com: 1
- blueprintsys.com: 1
- blueprism.com: 1
- checkthat.ai: 1
- community.ibm.com: 1
- digital.va.gov: 1
- gartner.com: 1

### Pages cited

- https://lowtouch.ai/rpa-is-dead-what-killed-it-cto-ai-agents-replacement: 2
- https://ai-indeed.com/encyclopedia/8320.html: 1
- https://aitomation.com/guides/how-to-choose-an-ai-automation-company: 1
- https://blueprintsys.com/hubfs/Whitepaper%20-%206%20Risk%20and%20Control%20Considerations%20for%20your%20RPA%20Implementations.pdf: 1
- https://blueprism.com/resources/analyst-reports/gartner-magic-quadrant-for-rpa-2025: 1
- https://checkthat.ai/brands/sema4-ai: 1
- https://community.ibm.com/community/user/blogs/deon-van-niekerk/2025/12/18/rpa-is-dead: 1
- https://digital.va.gov/wp-content/uploads/2024/09/RPA-Platform-Enterprise-Technology-Guideline.docx: 1

## In its own words

What Sema4.ai's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Enterprise AI Agent Platform for back-office operations (https://sema4.ai/)
- For: Enterprise businesses; finance teams; business users (https://sema4.ai/)
- Price stated: Contact sales (https://sema4.ai/pricing)
- Certifications: SOC 2, ISO 27001, HIPAA, GDPR
- Hosting: AWS, Azure, GCP, Snowflake
- Customers named: Koch, Emerson

## What it publishes

Every page sema4.ai exposes, read 2026-10-05: 426 addresses. By kind, pages and the last 90 days:

- blog: 100 pages, 0 in the last 90 days, latest undated
- conference or event: 18 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 0 in the last 90 days, latest undated
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 8 pages, 0 in the last 90 days, latest undated
- news or press: 11 pages, 0 in the last 90 days, latest undated

## 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.