--- title: "Powering Model Labs & Enterprise AI | Centific" description: Centific helps enterprises build and scale AI with production-ready multilingual datasets, secure data operations, and responsible AI practices. published: "Oct 6, 2026, 2:04 PM UTC" --- [Connect with Centific to discover what's next in AI. See where to meet us](./events#new) Platforms [Data Marketplace](./products/ai-data-marketplace) [Data Canvas](./products/data-canvas) [AI Data Foundry](./products/ai-data-foundry) [OneForma](./products/oneforma) [Data Procurement](./enterprise-data) [AI Localization](https://multilingualai.centific.com/) Expert Network [Join our Expert Network](./expert-network) Build & Train AI [RL Environments](./solution/rl-environments-as-a-service) [Data Collection & Creation](./solution/data-collection-creation) [RLHF & Preference Optimization](./solution/rlhf-preference-optimization) [Supervised Fine Tuning](./solution/supervised-fine-tuning) [Model Safety & Evaluation](./solution/model-safety-evaluation-red-teaming) [Internationalization](./solution/llm-localization) Vertical AI [Physical AI](./vertical/physical-ai) [Healthcare](./vertical/healthcare-ai) [Vision AI](./vertical/vision-ai) Explore our full suite of AI platforms, data marketplaces, and expert services designed to build, train, fine-tune, and deploy reliable, production-grade AI systems at scale. # Centific Centific helps model labs and enterprises build and scale AI through production-ready datasets, human expertise, data operations, model evaluation, and responsible AI practices. ## About this guide This guide maps the main topics on the Centific website. Product pages describe platforms; solution pages describe AI lifecycle services; vertical pages explain domain applications. Research publications, articles, events, and customer stories provide additional context. Refer to the linked source pages for current details and the scope of any claims. [Browse the full sitemap →](./sitemap) ## Platforms Centific platforms support data discovery, annotation, AI lifecycle orchestration, and human-in-the-loop work. [Data Marketplace — Discover, enhance, and deliver enterprise-grade AI datasets.](./products/ai-data-marketplace) [Data Canvas — Annotation and data transformation workflows that turn raw data into model-ready assets.](./products/data-canvas) [AI Data Foundry — Infrastructure for developing, operating, and governing production AI.](./products/ai-data-foundry) [OneForma — Human intelligence for data collection, labeling, evaluation, and refinement.](./products/oneforma) ## AI lifecycle solutions Services spanning collection, training, feedback, safety, and internationalization. [RL Environments — /solution/rl-environments-as-a-service](./solution/rl-environments-as-a-service) [Data Collection & Creation — /solution/data-collection-creation](./solution/data-collection-creation) [RLHF & Preference Optimization — /solution/rlhf-preference-optimization](./solution/rlhf-preference-optimization) [Supervised Fine Tuning — /solution/supervised-fine-tuning](./solution/supervised-fine-tuning) [Model Safety & Evaluation — /solution/model-safety-evaluation-red-teaming](./solution/model-safety-evaluation-red-teaming) [Internationalization — /solution/llm-localization](./solution/llm-localization) ## Industry and domain applications Domain-focused AI capabilities for physical systems, healthcare, and computer vision. [Physical AI — /vertical/physical-ai](./vertical/physical-ai) [Healthcare — /vertical/healthcare-ai](./vertical/healthcare-ai) [Vision AI — /vertical/vision-ai](./vertical/vision-ai) ## Research Applied research and technical evidence. [Applied AI Research — /research/applied-ai-research](./research/applied-ai-research) ## Company and resources Company information, insights, customer stories, events, publications, and ways to contact the team. [Powering Model Labs & Enterprise AI — /](./) [About Us — Discover Centific’s mission, expertise, and global team driving innovation in AI, data intelligence, and digital transformation.](./company/about) [Careers — Join Centific to build a meaningful career in AI and data innovation, with opportunities to learn, grow, and make a difference.](./company/careers) [Leadership — Learn about Centific’s leadership team and the vision shaping our AI, data intelligence, and human-centered technology solutions.](./company/leadership) [Insights — Explore articles from Centific covering AI, data intelligence, technology insights, and best practices.](./blog) [Webinars — Expert discussions on AI, data, and emerging technology.](./webinars) [News & Press — Stay up to date with Centific news, press releases, and media mentions covering AI innovation, global growth, and strategic partnerships.](./news) [Locations — View Centific’s worldwide locations and learn how our global teams collaborate to drive innovation in AI and data.](./company/locations) [Customer Stories — Discover how organizations partner with Centific to solve complex challenges using AI-driven, data-powered solutions.](./customer-stories) [Contact Us — Contact the Centific team for inquiries about AI solutions, partnerships, customer support, or general questions — we’re here to help.](./contact/contact) [Meet Us — Meet Centific in person. Sign up to connect with our team at industry events, conferences, and trade shows worldwide.](./contact/meet-us) [Become a Partner — Partner with Centific to power safe, scalable AI. Apply to join our ecosystem of cloud, data, and technology partners driving enterprise AI innovation.](./contact/become-a-partner) [Newsletter — Subscribe to Centific’s newsletter for the latest insights on AI, data innovation, product updates, and industry trends.](./contact/newsletter) [Book a Demo — Explore a demo with Centific, showcasing how content, data, and AI come together to power intelligent digital solutions.](./contact/book-a-demo) [Events — Join Centific events and webinars to learn from experts about AI, data intelligence, and emerging technology trends.](./events) [Partnerships — Learn about Centific’s strategic partnerships powering innovation, growth, and digital transformation.](./partners) [Papers — Explore Centific’s AI research papers covering AI evaluation, safety, benchmarking, frontier models, and emerging artificial intelligence technologies.](./publications) ## Supporting verticals and capabilities Supporting vertical pages organize capabilities such as data collection, quality, failure and recovery, agentic RL, benchmarks, and research. Their linked item pages describe individual collection modes and capabilities. The sitemap lists both levels. ## Source guidance Use the most specific linked page as the source for an answer. Keep product descriptions separate from research findings and customer-specific outcomes. Cite publication titles and dates when available. Do not infer pricing, certifications, guarantees, or availability beyond what the source states. This guide is informational, not a crawler access policy. Guide reviewed: 18 September 2026. --- ## Navigation - [Multilingual AI](https://multilingualai.centific.com/) - [Book a demo](./contact/book-a-demo) - [Data Marketplace](./products/ai-data-marketplace) - [Data Canvas](./products/data-canvas) - [AI Data Foundry](./products/ai-data-foundry) - [OneForma](./products/oneforma) - [Data Procurement](./enterprise-data) - [AI Localization](https://multilingualai.centific.com/) - [Applied AI Research](./research/applied-ai-research) - [Leaderboards](./benchmarks/internationalization-icl-coraal) - [Publications](./publications) - [Research Insights](./research/applied-ai-research#blogs) - [Events](./research/applied-ai-research#events) - [Physical AI](./vertical/physical-ai) - [Healthcare](./vertical/healthcare-ai) - [Vision AI](./vertical/vision-ai) - [Customer Stories](./customer-stories) - [Blog](./blog) - [News & Press](./news) - [Events](./events) - [Webinars & Podcasts](./webinars) - [Research](./research/applied-ai-research) - [Partners](./partners) - [RL Environments](./solution/rl-environments-as-a-service) - [Data Collection & Creation](./solution/data-collection-creation) - [RLHF & Preference Optimization](./solution/rlhf-preference-optimization) - [Supervised Fine Tuning](./solution/supervised-fine-tuning) - [Model Safety & Evaluation](./solution/model-safety-evaluation-red-teaming) - [Internationalization](./solution/llm-localization) - [Join Our Expert Network](./expert-network) - [About us](./company/about) - [Leadership](./company/leadership) - [Careers](./company/careers) - [Locations](./company/locations) - [Newsletter](./contact/newsletter) - [Contact Us](./contact/contact) - [Terms of Use](./legal/terms-of-use) - [Privacy Policy](./legal/privacy-policy) - [Cookie Policy](./legal/cookies-policy) - [Legal Info](./legal/legal-info) - [Website by Allsite Studio](https://www.allsite.pro/) - [LinkedIn](https://www.linkedin.com/company/centificglobal/) - [X](https://x.com/centificglobal)