# CloudFactory vs V7 Labs

**Leader by vioscaleAI score:** CloudFactory

| Attribute | CloudFactory | V7 Labs |
|---|---|---|
| **vioscaleAI score** | 54.2 (46% (low)) | 44.2 (62% (medium)) |
| content.faq | `[{"answer":"CloudFactory provides data preparation, model development, and inference management services that combine human expertise with AI technology to ensure production AI systems deliver consistent, trustworthy results. It is indexed under Data Labeling.","source":"https://www.cloudfactory.com/pricing","question":"What is CloudFactory?","confidence":0.6},{"answer":"CloudFactory does not publish its prices. Pricing is quoted on request, so the figure depends on your seat count and requirements. We record this as a pricing-transparency signal rather than guessing a number. Pricing changes often, so verify at source before relying on it.","source":"https://www.cloudfactory.com/pricing","question":"How much does CloudFactory cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to CloudFactory. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.","source":"https://www.cloudfactory.com/pricing","question":"What platforms does CloudFactory support?","confidence":0.6},{"answer":"Yes. CloudFactory can be deployed cloud / SaaS and on-premise, so it does not have to run on the vendor's infrastructure.","source":"https://www.cloudfactory.com/pricing","question":"Can CloudFactory be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for CloudFactory. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as CloudFactory not holding them. Always confirm compliance directly before you rely on it.","source":"https://www.cloudfactory.com/blog/compliance-strategy-2025-regulations","question":"What security certifications does CloudFactory have?","confidence":0.7}]` | `[{"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}` | `{"cloud":true}` |
| description.long | A platform for developing and deploying AI systems that perform reliably in production. It helps organizations prepare high-quality data, orchestrate models and agents, and ensure auditable AI behavior while integrating with existing infrastructure. | 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 | `{"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"soc2":true}` |
| integrations.count | - | 400 |
| integrations.list | - | `[{"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 | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"GB","primaryMarkets":["GB","US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"quote","summary":"Custom consumption-based pricing with annual commitments; free analysis provided before purchase","freeTier":false,"sourceUrl":"https://www.cloudfactory.com/pricing","retrievedAt":"2026-08-21T11:08:57.792Z"}` | `{"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 | no | no |
| pricing.model | quote | quote |
| pricing.price_level | unknown | 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 | yes |
| security.hipaa | yes | yes |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |
| security.trust_center | - | https://www.v7labs.com/security |

## Capabilities (Data Labeling)

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

*Source: vioscaleAI. Generated 2026-10-16T20:14:29.439Z. "-" = undocumented, not absent.*