# Label Studio vs V7 Labs

| Attribute | Label Studio | V7 Labs |
|---|---|---|
| **vioscaleAI score** | 49 (29% (low)) | 44.2 (62% (medium)) |
| content.faq | `[{"answer":"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. It is indexed under Data Labeling.","source":"https://labelstud.io","question":"What is Label Studio?","confidence":0.6},{"answer":"Label Studio offers a free tier, so you can start without paying. Pricing changes often, so verify at source before relying on it.","source":"https://labelstud.io","question":"Is Label Studio free?","confidence":0.6},{"answer":"Label Studio supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://labelstud.io","question":"What platforms does Label Studio support?","confidence":0.6},{"answer":"Yes. Label Studio can be deployed cloud / SaaS, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://labelstud.io","question":"Can Label Studio be self-hosted?","confidence":0.6},{"answer":"We have confirmed 17 integrations for Label Studio, including Azure Blob Storage, Google Cloud Storage, AWS S3, Redis, OpenAI, Google Vertex AI, Docling and Tesseract, plus 9 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://labelstud.io","question":"What does Label Studio integrate with?","confidence":0.6}]` | `[{"answer":"An enterprise AI platform that automates document-heavy workflows and complex processes across private equity, real estate, and insurance, enabling faster decision-making and workflow execution. It is indexed under Data Labeling.","source":"https://www.v7labs.com","question":"What is V7 Labs?","confidence":0.6},{"answer":"V7 Labs supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.","source":"https://www.v7labs.com","question":"What platforms does V7 Labs support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for V7 Labs, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://www.v7labs.com","question":"Can V7 Labs be self-hosted?","confidence":0.6},{"answer":"We have confirmed 15 integrations for V7 Labs, including Salesforce, Microsoft SharePoint Online, Google Drive, Slack, HubSpot, Notion, Attio and Granola, plus 7 more. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://www.v7labs.com","question":"What does V7 Labs integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for V7 Labs. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as V7 Labs not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.v7labs.com/security","question":"What security certifications does V7 Labs have?","confidence":0.7},{"answer":"V7 Labs is available worldwide. Its primary markets are the United Kingdom and the United States. The vendor is headquartered in the United Kingdom.","source":"https://www.v7labs.com/pricing","question":"Where is V7 Labs available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"on_prem":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A freely available platform for labeling multiple data types including images, video, audio, and text. Supports local self-hosting and cloud deployment with integration to machine learning pipelines and models. | A workflow automation platform that uses AI agents to process large volumes of documents, extract structured information, and coordinate actions across connected business systems, designed for investment analysis, underwriting, and compliance. |
| features.capabilities | `{"open_source":true,"rlhf_preference_data":true,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"soc2":true}` |
| integrations.count | 1 | 400 |
| 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":"IBM watsonx","native":false,"direction":"outbound"}]` | `[{"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"},{"name":"SharePoint","native":true},{"name":"Bloomberg","native":true},{"name":"Tableau","native":true},{"name":"AWS","native":true},{"name":"Zendesk","native":true,"category":"support"},{"name":"Freshdesk","native":true,"category":"support"},{"name":"Intercom","native":true,"category":"support"},{"name":"ClickUp","native":true,"category":"project_management"},{"name":"Procore","native":true},{"name":"OneDrive","native":true},{"name":"Xero","native":true,"category":"accounting"},{"name":"Gmail","native":true,"category":"email"},{"name":"Google Calendar","native":true,"category":"calendar"},{"name":"Google Chat","native":true,"category":"chat"},{"name":"Polygon","native":true},{"name":"Gong","native":true}]` |
| market.availability | - | `{"hqCountry":"GB","primaryMarkets":["GB","US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"open_source","summary":"Open source. Cloud edition available with free trial.","freeTier":true,"sourceUrl":"https://labelstud.io","retrievedAt":"2026-09-24T12:35:10.295Z"}` | `{"type":"quote","summary":"Custom annual agreements based on three components: platform access, user roles, and document volume processed. No public pricing published.","freeTier":false,"sourceUrl":"https://www.v7labs.com/pricing","retrievedAt":"2026-09-28T11:40:34.476Z","billingPeriods":["year"]}` |
| pricing.free_tier | yes | no |
| pricing.model | open_source | quote |
| pricing.price_level | free | unknown |
| pricing.transparent | no | no |
| reliability.sla_pct | - | 95 |
| security.certifications | - | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO 27001","status":"active"}]` |
| security.gdpr | - | yes |
| security.hipaa | - | yes |
| security.iso27001 | - | yes |
| security.soc2 | - | yes |
| security.trust_center | - | https://www.v7labs.com/security |

## 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: vioscaleAI. Generated 2026-10-16T20:13:04.517Z. "-" = undocumented, not absent.*