# Compliance automation for enterprise buyers: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "compliance automation platform" and as "SOC 2 and ISO 27001 automation tool", six framings each, to twelve models with search on, on behalf of an enterprise B2B company. Page: https://www.gane.ai/index/it/security/compliance-automation/2026-09/enterprise

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/it/security/compliance-automation/enterprise/index.md

**Standing:** Vanta leads with 48% of first choices; verdict clear leader. 40 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Vanta](https://www.gane.ai/index/it/vendors/vanta/index.md) | 48% | 23% | 65 |
| 2 | [Drata](https://www.gane.ai/index/it/vendors/drata/index.md) | 18% | 28% | 60 |
| 3 | [Hyperproof](https://www.gane.ai/index/it/vendors/hyperproof/index.md) | 5% | 7% | 29 |
| 5 | [Secureframe](https://www.gane.ai/index/it/vendors/secureframe/index.md) | 2% | 28% | 40 |
| 6 | [OneTrust Tech Risk & Compliance](https://www.gane.ai/index/it/vendors/onetrust-tech-risk-compliance/index.md) | 2% | 25% | 20 |
| 8 | [Scrut Automation](https://www.gane.ai/index/it/vendors/scrut-automation/index.md) | 2% | 14% | 14 |
| 13 | [ServiceNow Integrated Risk Management](https://www.gane.ai/index/it/vendors/servicenow-integrated-risk-management/index.md) | 2% | 38% | 16 |
| 15 | [AuditBoard](https://www.gane.ai/index/it/vendors/auditboard/index.md) | 0% | 9% | 23 |
| 18 | [MetricStream](https://www.gane.ai/index/it/vendors/metricstream/index.md) | 0% | 27% | 11 |
| 19 | [Scytale](https://www.gane.ai/index/it/vendors/scytale/index.md) | 0% | 23% | 13 |
| 40 | [Thoropass](https://www.gane.ai/index/it/vendors/thoropass/index.md) | 0% | 40% | 10 |
| 46 | [Archer](https://www.gane.ai/index/it/vendors/archer/index.md) | 0% | 50% | 10 |

Rank is by share of first choices among all 52 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice
- GPT-5.4 mini: Vanta; alternatives AuditBoard, Drata, Hyperproof, OneTrust Tech Risk & Compliance
- Gemini 3.5 Flash: Vanta; alternatives Anecdotes, Drata, Optro
- Perplexity Sonar: Vanta; alternatives ComplyDo, Orbiq
- Grok 4.20: Drata, Vanta; alternatives AuditBoard, Hyperproof, Secureframe
- Mistral Small: Vanta; alternatives Drata, Sprinto
- DeepSeek V4 Flash: Vanta; alternatives Centraleyes, Drata, Orbiq, Secureframe
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Drata; alternatives AuditBoard, InterScan, OneTrust Tech Risk & Compliance, Secureframe
- Kimi K2: Drata, Vanta; alternatives Archer, MetricStream, ServiceNow Integrated Risk Management
- GLM 4.7 FlashX: OneTrust Tech Risk & Compliance; alternatives AuditBoard, Drata, Hyperproof, LogicGate
- MiniMax M2.5: Vanta; alternatives Orbiq, Process Street

## Sources the answers cite

65 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- vanta.com: 52 answers, 105 citations
- expertinsights.com: 34 answers, 41 citations
- optro.ai: 34 answers, 39 citations
- orbiqhq.com: 31 answers, 40 citations
- drata.com: 18 answers, 27 citations
- sprinto.com: 17 answers, 23 citations
- securityboulevard.com: 16 answers, 20 citations
- consilien.com: 16 answers, 16 citations

Pages named in the most answers:

- https://expertinsights.com/compliance/the-top-compliance-automation-tools (33 answers)
- https://optro.ai/blog/compliance-automation-tools (31 answers)
- https://orbiqhq.com/compliance-automation/compliance-automation-software (27 answers)
- https://vanta.com/resources/best-compliance-software-for-enterprise (25 answers)
- https://consilien.com/news/best-compliance-automation-platforms-2026 (16 answers)
- https://cynomi.com/learn/compliance-automation-tools (13 answers)
- https://strac.io/blog/soc-2-compliance-software (13 answers)
- https://guideflow.com/blog/compliance-automation-software (11 answers)
- https://vanta.com/resources/vanta-vs-drata-for-enterprises (9 answers)
- https://gartner.com/reviews/market/corporate-compliance-and-oversight-solutions (9 answers)

## Warned against

- Drata: 17 of 60 labels negative. "Examples: *Vanta, Drata, Sprinto, Secureframe* ... often unsuitable for large enterprises as a sole solution." (Qwen 3.7 Flash, negative prompt)
- Vanta: 15 of 65 labels negative. "the search results indicate significant red flags for large enterprises, specifically regarding scalability, support, and flexibility." (GLM 4.7 FlashX, negative prompt)
- Secureframe: 11 of 40 labels negative. "Tools like Secureframe often rely on their own lightweight endpoint agents ... is a security risk and an administrative headache." (Gemini 3.5 Flash, negative prompt)
- Sprinto: 9 of 21 labels negative. "Examples: *Vanta, Drata, Sprinto, Secureframe* ... often unsuitable for large enterprises as a sole solution." (Qwen 3.7 Flash, negative prompt)

## Record

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