What We’re Thinking About

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From Metrics to Meaning: A Hybrid Framework for Monitoring AI in Global Health

by Rouella Mendonca | Audere Team

As AI becomes more embedded in digital health tools, traditional monitoring and evaluation methods aren’t enough. In this article, Audere’s Director of AI, Rouella Mendonca, explores a hybrid M&E framework that combines automated data monitoring with human-in-the-loop review to ensure AI remains safe, equitable, and effective in real-world settings. From harm flagging to model performance tracking, it's a roadmap for responsible AI at scale.

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Sarah Morris Sarah Morris

Driving Impact in Public Health Through Innovation: Maisha Meds and Audere Collaboration

by Rouella Mendonca | Audere Team, Elizabeth Kathure | Maisha Meds

Read about how Maisha Meds and Audere are transforming healthcare access in low-resource settings through cutting-edge AI and a shared commitment to health equity. Together, we’re proving that combining scalable tech with local insight can create real-world impact—from improving diagnostic accuracy to streamlining care delivery and reimbursement.

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