Best Data Governance Software
What 10 leading AI models recommend
Top Companies
#1
IBM
Mentioned by
8/10
models
Average rank: 5.0
Gemini FClaude S4.5claude-opus-4.5+5 more
#2
Microsoft
Mentioned by
7/10
models
Average rank: 4.5
Gemini Fclaude-opus-4.5Claude S4.5+4 more
#3
SAP
Mentioned by
7/10
models
Average rank: 7.0
Gemini FClaude S4.5GPT-4o-mini+4 more
#4
Informatica
Mentioned by
5/10
models
Average rank: 1.0
Gemini Fclaude-opus-4.5Mistral L3+2 more
#5
Qlik
Mentioned by
2/10
models
Average rank: 10.0
GPT-5.1Mistral L3
#6
Collibra
Mentioned by
1/10
models
Average rank: 2.0
GPT-5.1
What Each AI Model Says
Llama 3.3 70B
No rankings extracted
Gemini 2.5 Pro
No rankings extracted
Mistral Large 3
- 1Axon Data Governance(Informatica)+
- 2SAP Master Data Governance(SAP)+
- 3Talend Data Fabric(Qlik)+
- 4ONE Platform(ServiceNow)+
- 5erwin Data Modeler(Quest Software)+
Claude Opus 4.5
- 3Microsoft Purview(Microsoft)+
- 5IBM Knowledge Catalog(IBM)+
- 7SAP Master Data Governance(SAP)+
- 4Cloud Data Governance & Catalog(Informatica)+
DeepSeek V3
- 1Master Data Governance(SAP)+
- 2Data Intelligence Suite(SAP)+
- 3Watson Knowledge Catalog(IBM)+
- 4Purview(Microsoft)+
GLM 4.7
- 1Microsoft Purview(Microsoft)+
- 2Watson Knowledge Catalog (WKC)(IBM)+
- 3Intelligent Data Management Cloud (IDMC)(Informatica)+
Claude Sonnet 4.5
- 4Microsoft Purview(Microsoft)+
- 7IBM Cloud Pak for Data(IBM)+
- 8SAP Master Data Governance(SAP)+
- 8SAP Data Intelligence(SAP)+
- 5Watson Knowledge Catalog(IBM)+
Gemini 2.5 Flash
- 1Watson Knowledge Catalog(IBM)+
- 2SAP Data Intelligence(SAP)+
- 3Intelligent Data Management Cloud (IDMC)(Informatica)+
- 4Microsoft Purview(Microsoft)+
- 5Cloud Pak for Data(IBM)+
GPT-5.1
- 1Intelligent Data Management Cloud (IDMC)(Informatica)+
- 2Collibra Data Intelligence Cloud(Collibra)+
- 3Alation Data Intelligence Platform(Alation)+
- 4IBM Cloud Pak for Data(IBM)+
- 5SAP Master Data Governance (MDG)(SAP)+
GPT-4o-mini
- 4IBM Watson Knowledge Catalog(IBM)+
- 5Microsoft Purview(Microsoft)+
- 7SAP Data Intelligence(SAP)+
Complete Rankings
| Rank | Company | Models Mentioning | Avg. Rank | Mentioned By |
|---|---|---|---|---|
| 1 | IBM | 8/10 | 5.0 | Gemini FClaude S4.5claude-opus-4.5GPT-4o-miniMistral L3GLM 4.7DeepSeekGPT-5.1 |
| 2 | Microsoft | 7/10 | 4.5 | Gemini Fclaude-opus-4.5Claude S4.5GPT-4o-miniGLM 4.7DeepSeekGPT-5.1 |
| 3 | SAP | 7/10 | 7.0 | Gemini FClaude S4.5GPT-4o-miniclaude-opus-4.5GPT-5.1Mistral L3DeepSeek |
| 4 | Informatica | 5/10 | 1.0 | Gemini Fclaude-opus-4.5Mistral L3GLM 4.7GPT-5.1 |
| 5 | Qlik | 2/10 | 10.0 | GPT-5.1Mistral L3 |
| 6 | Collibra | 1/10 | 2.0 | GPT-5.1 |
| 7 | Alation | 1/10 | 3.0 | GPT-5.1 |
| 8 | Ataccama | 1/10 | 7.0 | GPT-5.1 |
| 9 | OneTrust | 1/10 | 8.0 | GPT-5.1 |
| 10 | BigID | 1/10 | 9.0 | GPT-5.1 |
| 11 | ServiceNow | 1/10 | - | Mistral L3 |
| 12 | Quest Software | 1/10 | - | Mistral L3 |
Query Posed to AI Models
"Software that helps organizations define, monitor, and enforce policies for data usage, quality, and security to ensure compliance and trust. Rank the leading vendors in the Data Governance market. For each vendor, explain their key strengths and weaknesses, and which types of businesses they are best suited for."
Generated: January 2, 2026 at 05:45 AM