# Label Studio vs V7 Labs

| Attribute | Label Studio | V7 Labs |
|---|---|---|
| **Vioscale score** | 43.6 (25% (low)) | 26.8 (47% (low)) |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A flexible system for labeling different data types and evaluating AI performance through human-in-the-loop workflows. Integrates with cloud storage, ML frameworks, and infrastructure via APIs and SDKs. | A workflow automation system powered by AI agents that processes complex documents and executes multi-step business processes. It enables teams to automate high-stakes tasks like investment due diligence, compliance review, and document analysis through AI-driven reasoning integrated with existing business tools. |
| integrations.count | 16 | 15 |
| integrations.list | `[{"name":"Azure Blob Storage"},{"name":"Google Cloud Storage"},{"name":"AWS S3"},{"name":"Redis"},{"name":"OpenAI"},{"name":"Google Vertex AI"},{"name":"Docling"},{"name":"Tesseract"},{"name":"Unstructured.io"},{"name":"Nvidia NeMo"},{"name":"Chainlit"},{"name":"LangChain"},{"name":"Kubernetes"},{"name":"Terraform"},{"name":"Grounding DINO"},{"name":"Braintrust"}]` | `[{"name":"Salesforce"},{"name":"Microsoft SharePoint Online"},{"name":"Google Drive"},{"name":"Slack"},{"name":"HubSpot"},{"name":"Notion"},{"name":"Attio"},{"name":"Granola"},{"name":"Linear"},{"name":"Zapier"},{"name":"Make"},{"name":"AWS S3"},{"name":"OpenAI"},{"name":"Claude"},{"name":"Gemini"}]` |
| market.availability | - | `{"hqCountry":"GB","primaryMarkets":["GB","US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"hybrid","freeTier":true,"sourceUrl":"https://labelstud.io","retrievedAt":"2026-08-18T21:36:18.197Z"}` | `{"type":"hybrid","summary":"Custom pricing based on: base platform fee, flexible user seat pricing, and pay-as-you-go data/document processing volume. Contact sales for quotes.","freeTier":false,"sourceUrl":"https://www.v7labs.com/pricing","retrievedAt":"2026-08-18T21:40:30.624Z"}` |
| pricing.free_tier | yes | no |
| pricing.model | freemium | commercial |
| pricing.price_level | low | unknown |
| pricing.transparent | - | no |
| reliability.sla_pct | - | 95 |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |

## Capabilities (Data Labeling)

| Capability | Label Studio | V7 Labs |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | - | - |
| Programmatic labeling | - | - |
| Rlhf preference data | - | - |
| On prem private cloud | - | - |
| Open source | - | - |
| SOC2 | - | - |

*Source: Vioscale. Generated 2026-09-01T17:09:44.002Z. "-" = undocumented, not absent.*