Arise Launches Halo, an AI DataOps Capability for Enterprise AI
New capability connects credentialed professionals to expert human feedback and domain expertise supporting AI evaluation, RLHF, AI safety, and human-in-the-loop workflows.
As generative AI moves from experimentation to production, organizations face growing pressure to improve model performance while maintaining accuracy, security, and control. Traditional data annotation approaches often lack the specialized knowledge required for increasingly complex and high-consequence AI applications.
Halo connects credentialed professionals to labeling and annotation, preference ranking, human feedback, reinforcement learning from human feedback (RLHF), red-teaming, safety review, and AI evaluation workflows. By bringing domain expertise into these workflows, Halo provides the human insight organizations use to improve model quality, reduce risk, and accelerate deployment.
Drawing on Arise's global network of experts, Halo connects AI projects with domain credentialed specialists across highly regulated and technically demanding sectors including healthcare, finance, legal, and robotics, aligning expertise to the areas where precision and context matter most.
"This is a natural evolution of Arise's service offerings," said
"In regulated industries, AI performance is inseparable from domain expertise and accountability," said
Built on years of workforce orchestration, Halo combines rigorous screening and assessment capability, multi-layer quality assurance, and delivery environments that help ensure enterprise-grade security, compliance, and data integrity.
Halo is already supporting AI initiatives that require expertise and human evaluation across complex use cases.
About Arise
Arise is a Warburg Pincus-backed technology company that helps enterprises activate expert ecosystems at scale. Through a global network of more than 200,000+ experts and proprietary workforce orchestration technology, Arise enables organizations to align expertise to business demand with speed, flexibility, and precision. Arise supports customer experience, business services, and AI DataOps solutions for leading enterprises worldwide.
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SOURCE Arise
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