Arise has officially announced the launch of Halo by Arise, a new AI DataOps capability designed to connect credentialed professionals with enterprise artificial intelligence programs. As businesses increasingly transition generative AI initiatives from experimental phases into production environments, ensuring high standards of accuracy, security, and control has become critical. Traditional data annotation methods frequently fall short when dealing with the complex, high-stakes requirements of modern enterprise applications, creating a demand for specialized human oversight.
Arise launched Halo, an AI DataOps capability connecting credentialed professionals to enterprise AI programs.
The platform supports AI evaluation, preference ranking, human-in-the-loop workflows, and safety reviews.
Halo addresses the enterprise need for domain expertise to improve model performance and reduce operational risk.
The service taps into a global network of specialists across highly regulated sectors like healthcare, finance, legal, and robotics.
Built on workforce orchestration technology, Halo integrates rigorous screening, multi-layer quality assurance, and enterprise-grade security.
The capability is already active, supporting complex AI initiatives requiring specialized human evaluation and reinforcement learning.
As generative AI scales across corporate landscapes, organizations face mounting pressure to refine model outputs. General annotation tools often lack the nuanced context required for specialized tasks. Halo addresses this challenge by integrating credentialed professionals directly into labeling, annotation, and reinforcement learning from human feedback (RLHF) workflows. By injecting verified domain knowledge into the development cycle, enterprises can significantly enhance model quality and accelerate deployment timelines.
Complex industries demand precision that standard datasets cannot always provide. Halo leverages Arise's global network to source credentialed specialists across technically demanding fields, including healthcare, finance, legal, and robotics. This alignment ensures that AI models are trained and evaluated using accurate, context-aware human feedback, mitigating risks associated with hallucinations and compliance failures in sensitive operational environments.
Scalable AI deployment requires robust infrastructure alongside human insight. Halo combines years of workforce orchestration experience with rigorous vetting, multi-layer quality assurance, and secure environments designed to maintain data integrity and compliance. This end-to-end framework allows enterprises to safely execute red-teaming, safety reviews, and advanced AI evaluation at scale.
"This is a natural evolution of Arise's service offerings," said Mohit Thukral, Chief Executive Officer of Arise. "For years, Arise has connected enterprises to professionals in workflows where judgment and accountability matter. AI has created that same need at a new scale. Our Halo platform for AI DataOps provides enterprises access to the expertise that supports AI model evaluation, human-in-the-loop feedback, and responsible AI adoption."
"In regulated industries, AI performance is inseparable from domain expertise and accountability," said Selena Lyons, Chief Revenue Officer at Arise. "Halo pairs credentialed domain professionals with a delivery model that brings together qualified experts, secure environments, and quality assurance at every layer. That combination turns human feedback into a durable performance advantage."
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.
