# Appen vs Dataloop

| Attribute | Appen | Dataloop |
|---|---|---|
| **Vioscale score** | 57.6 (13% (low)) | 50.2 (12% (low)) |
| deployment.options | `{"cloud":true}` | - |
| description.long | A data annotation platform that combines human expertise with automation to produce high-quality training data for frontier AI models. Supports multiple modalities including text, images, audio, video, and 3D data for AI development. | Dataloop provides end-to-end data management with built-in automation pipelines and annotation tools, designed to help teams prepare and label data for AI model training and deployment. |
| features.capabilities | - | `{"programmatic_labeling":true}` |
| integrations.count | 3 | - |
| integrations.list | `[{"name":"IBM Watson"},{"name":"AWS"},{"name":"Azure"}]` | - |
| market.availability | `{"hqCountry":"AU","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |

## Capabilities (Data Labeling)

| Capability | Appen | Dataloop |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | - | - |
| Programmatic labeling | - | ✓ |
| Rlhf preference data | - | - |
| On prem private cloud | - | - |
| Open source | - | - |
| SOC2 | - | - |

*Source: Vioscale. Generated 2026-09-01T17:35:05.914Z. "-" = undocumented, not absent.*