Centific Applied AI Research

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https://www.centific.com/research/applied-ai-research

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centificglobal

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Papers

Beyond Next-Token Prediction: An RLVR Proof of Concept for Tool-Use Agents on Atlassian Workflows

World Feedback for Clinical Agents: Diagnosing RL in FHIR Environments

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Centific works with frontier AI labs and enterprises to build production-ready AI systems. We bring together 1.8 million vetted domain experts, 1K+ PhDs, and platforms for data collection, annotation, model fine-tuning, safety evaluation, and localization across 230 languages and locales.

Centific AI Research is the applied research group inside Centific focused on one question: what kind of data and evaluation does it take to make AI work reliably in the real world?

We are a team of researchers and engineers working across healthcare AI, physical AI, vision AI, audio AI, AI safety, agentic systems, and multilingual AI.