# Kili Technology vs Scale AI

| Attribute | Kili Technology | Scale AI |
|---|---|---|
| **vioscaleAI score** | 61.4 (73% (medium)) | 57.8 (45% (low)) |
| content.faq | `[{"answer":"A platform for creating and managing annotated datasets, suitable for geospatial imagery and compliance workflows. Supports cloud-based hosting, traditional on-premise deployment, and hybrid models where the platform runs in the cloud while data remains on-premise. It is indexed under Data Labeling.","source":"https://kili-technology.com","question":"What is Kili Technology?","confidence":0.6},{"answer":"Kili Technology does not publish its prices. Pricing is quoted on request, across 3 plans (Free Trial, Grow and Enterprise), 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://kili-technology.com/pricing","question":"How much does Kili Technology cost?","confidence":0.6},{"answer":"We have confirmed browser-based access to Kili Technology. 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://kili-technology.com","question":"What platforms does Kili Technology support?","confidence":0.6},{"answer":"Yes. Kili Technology can be deployed cloud / SaaS, hybrid, on-premise and self-hosted, so it does not have to run on the vendor's infrastructure.","source":"https://kili-technology.com","question":"Can Kili Technology be self-hosted?","confidence":0.6},{"answer":"We have confirmed 7 integrations for Kili Technology, including Microsoft Azure Marketplace, Google Cloud, Kubernetes, Docker, Python SDK, REST API and SSO. This is what we could verify from public sources, so the vendor may support others we have not indexed.","source":"https://kili-technology.com/pricing","question":"What does Kili Technology integrate with?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001, HIPAA and GDPR for Kili Technology. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Kili Technology not holding them. Always confirm compliance directly before you rely on it.","source":"https://kili-technology.com/blog/ai-for-compliance-what-why-how","question":"What security certifications does Kili Technology have?","confidence":0.7},{"answer":"Kili Technology is available worldwide. Its primary markets are the EU and the United States. The vendor is headquartered in France.","source":"https://kili-technology.com/pricing","question":"Where is Kili Technology available?","confidence":0.75}]` | `[{"answer":"A platform for annotating and managing data for machine learning projects, with enterprise generative AI applications built on your data. It is indexed under Data Labeling.","source":"https://scale.com/pricing","question":"What is Scale AI?","confidence":0.6},{"answer":"Scale AI offers a free tier, so you can start without paying. Paid plans are also available: Enterprise and Self-Serve Data Engine. Pricing changes often, so verify at source before relying on it.","source":"https://scale.com/pricing","question":"Is Scale AI free?","confidence":0.6},{"answer":"We have confirmed browser-based access to Scale AI. 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://scale.com/pricing","question":"What platforms does Scale AI support?","confidence":0.6},{"answer":"We have only confirmed a cloud / SaaS deployment for Scale AI, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.","source":"https://scale.com/pricing","question":"Can Scale AI be self-hosted?","confidence":0.6},{"answer":"We have independently confirmed SOC 2, ISO 27001 and GDPR for Scale AI. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Scale AI not holding them. Always confirm compliance directly before you rely on it.","source":"https://scale.com/security","question":"What security certifications does Scale AI have?","confidence":0.7},{"answer":"Scale AI is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.","source":"https://scale.com/pricing","question":"Where is Scale AI available?","confidence":0.75}]` |
| deployment.options | `{"cloud":true,"hybrid":true,"air_gapped":true,"self_hosted":true}` | `{"cloud":true}` |
| description.long | A platform for creating and managing annotated datasets, suitable for geospatial imagery and compliance workflows. Supports cloud-based hosting, traditional on-premise deployment, and hybrid models where the platform runs in the cloud while data remains on-premise. Also available for deployment in customer Azure accounts. | Provides private evaluation frameworks and leaderboards for assessing and comparing AI models, used by leading AI development teams. |
| features.capabilities | `{"soc2":true,"open_source":true,"rlhf_preference_data":false,"on_prem_private_cloud":true,"programmatic_labeling":true,"model_assisted_labeling":true}` | `{"soc2":true,"soc2_type_ii":true,"architecture_model":"managed_cloud_saas_platform","rlhf_preference_data":true,"rlhf_and_dpo_preference_alignment_optimization":true}` |
| integrations.count | 7 | - |
| integrations.list | `[{"name":"Microsoft Azure Marketplace"},{"name":"Google Cloud"},{"name":"Kubernetes"},{"name":"Docker"},{"name":"Python SDK"},{"name":"REST API"},{"name":"SSO"}]` | - |
| market.availability | `{"hqCountry":"FR","primaryMarkets":["EU","US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"subscription","plans":[{"free":true,"name":"Free Trial","summary":"Free, 1 seat, 100 text/doc/image assets, 5 video/satellite assets","features":["AI-assisted labeling","Basic annotation tools"],"minSeats":1,"components":[{"kind":"fixed","amount":0,"period":"month","currency":"USD"}],"description":"Testing plan with limited assets and basic AI features","contactSales":false,"includedLimits":{"team_seats":"1","video_satellite_assets":"5","text_document_image_assets":"100"}},{"free":false,"name":"Grow","summary":"Custom pricing. Up to 20 seats, 50k assets, API/SDK, professional support","features":["API & Python SDK","AI-assisted labeling","Quality control workflows","SSO integration","Custom support levels","Professional services access"],"description":"Scalable plan for growing teams with API access and professional support","contactSales":true,"includedLimits":{"assets":"Up to 50,000","team_seats":"Up to 20"}},{"free":false,"name":"Enterprise","summary":"Custom pricing. On-premise deployment, advanced security, compliance support","features":["Custom seat allocation","Custom terms","SSO integration","Advanced security features","On-premise deployment","Data regulations compliance support","Full API & Python SDK access"],"description":"Custom enterprise plan with on-premise deployment and compliance support","contactSales":true}],"addOns":[{"name":"Cloud Storage"},{"name":"Additional Assets"},{"name":"Additional Seats"},{"name":"Dedicated Labeling Services"},{"name":"On-premise Deployment"},{"name":"Data Regulations Compliance Support"}],"summary":"Free trial available. Grow plan starting at custom pricing. Enterprise with custom terms and on-premise options.","currency":"USD","freeTier":true,"sourceUrl":"https://kili-technology.com/pricing","retrievedAt":"2026-08-25T08:25:38.690Z","freeTrialDays":14}` | `{"type":"hybrid","plans":[{"free":false,"name":"Enterprise","summary":"Contact for pricing","features":["Enterprise-grade quality & SLAs","Access to Data Engine and Enterprise GenAI Platform","Dedicated customer operations support","Data annotation services","Data management","Custom enterprise AI applications"],"description":"Strategic AI initiatives with enterprise-grade quality and SLAs","contactSales":true},{"free":false,"name":"Self-Serve Data Engine","summary":"Pay-as-you-go with free tier","features":["Data annotation and management for ML projects","Quality optimization","Free tier: 10,000 images"],"description":"Pay-as-you-go data annotation and management for experimental or research projects","contactSales":false,"includedLimits":{"images":"10,000 free"}}],"summary":"Enterprise (contact sales) and Self-Serve pay-as-you-go tiers with free tier","currency":"USD","freeTier":true,"sourceUrl":"https://scale.com/pricing","retrievedAt":"2026-08-18T21:42:41.496Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | quote | quote |
| pricing.price_level | low | unknown |
| pricing.transparent | no | no |
| security.certifications | `[{"name":"SOC 2 Type II","level":"Type II","status":"active"},{"name":"ISO 27001","status":"active"},{"name":"HIPAA","status":"active"}]` | - |
| security.disclosure_policy | - | yes |
| security.fedramp | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | yes | - |
| security.iso27001 | yes | yes |
| security.soc2 | yes | yes |
| security.trust_center | https://kili-technology.com/blog/ai-for-compliance-what-why-how | - |

## Capabilities (Data Labeling)

| Capability | Kili Technology | Scale AI |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Model assisted labeling | ✓ | - |
| Programmatic labeling | ✓ | - |
| Rlhf preference data | ✗ | ✓ |
| On prem private cloud | ✓ | - |
| Open source | ✓ | - |
| SOC2 | ✓ | ✓ |

*Source: vioscaleAI. Generated 2026-10-16T20:15:12.417Z. "-" = undocumented, not absent.*