Case Study: Mind Moves builds trusted AI evaluation in healthcare with HumanSignal Label Studio

Mind Moves builds trusted AI evaluation with HumanSignal and 50% acceptance rate

Mind Moves, in partnership with the vendor HumanSignal, faced the challenge of building trust in a generative AI assistant for a trusted health research institution. The high-stakes domain required ensuring that the AI's responses were accurate, evidence-based, and aligned with strict standards, moving beyond simply sounding smart to being truly reliable.

HumanSignal's Label Studio Enterprise provided the solution by enabling a scalable, human-in-the-loop evaluation framework. The solution orchestrated a complex annotation process involving multiple reviewer groups and over 20,000 tasks, which yielded an overall acceptance rate of 50% for the AI's outputs and successfully educated a large cohort of first-time annotators, thereby building a sustainable foundation for trustworthy AI in healthcare.

Mind Moves