# Ataccama ONE vs Stibo Systems STEP

| Attribute | Ataccama ONE | Stibo Systems STEP |
|---|---|---|
| **Vioscale score** | 24.3 (3% (low)) | 58.6 (13% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true}` | `{"cloud":true}` |
| description.long | A unified platform managing data quality, cataloging, lineage, and observability across systems. It includes an AI agent that automatically generates rules, detects anomalies, and resolves data issues to keep information reliable for analytics and AI applications. | A cloud-native platform that maintains validated master records with real-time updates, complete audit trails, and access controls, enabling enterprises to deploy autonomous AI agents and systems that depend on trustworthy, queryable data. |
| integrations.count | 6 | 20 |
| integrations.list | `[{"name":"Slack"},{"name":"Gmail"},{"name":"SharePoint"},{"name":"Notion"},{"name":"Google Drive"},{"name":"Snowflake"}]` | `[{"name":"Salesforce"},{"name":"SAP"},{"name":"Infor"},{"name":"Oracle Commerce Cloud"},{"name":"Salesforce Commerce Cloud"},{"name":"SAP Hybris"},{"name":"Power BI"},{"name":"Tableau"},{"name":"Sisense"},{"name":"Qlik"},{"name":"Google Vision"},{"name":"Experian"},{"name":"Loqate"},{"name":"Dun & Bradstreet"},{"name":"SDL"},{"name":"Lionbridge"},{"name":"Across"},{"name":"MongoDB"},{"name":"Kafka"},{"name":"Amazon SQS"}]` |
| platform.support | - | `{"web":true}` |
| pricing.model | commercial | commercial |
| security.gdpr | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |

## Capabilities (Master Data Management)

| Capability | Ataccama ONE | Stibo Systems STEP |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Architecture style | - | - |
| Match merge method | - | - |
| Real time matching | - | - |
| Data stewardship workflow | - | - |
| Hierarchy relationship mgmt | - | - |
| Data quality bundled | - | - |
| Publish method | - | - |
| Gs1 gdsn support | - | - |
| Deployment | - | - |
| Open source | - | - |
| SOC2 | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T16:30:49.659Z. "-" = undocumented, not absent.*