What We’re Thinking About

Sarah Morris Sarah Morris

The Future Is Local: How the Foundation Foundry Is Democratizing AI for Global Health

by Rouella Mendonca | Audere Team

Audere is taking the next big leap: from building powerful AI tools to putting AI creation directly in the hands of Ministries, NGOs, and innovators. The new Foundation Foundry allows anyone—no code or PhD required—to fine-tune computer vision or language models for their health programs, in days instead of months. Built for offline use, tailored to local needs, and paired with automated safety checks, it’s a game-changer for global health equity. Want to build your own AI model to power health tools in your country? This is your invitation.

Read the full post to see what’s coming and how to join the beta.

Read More
Sarah Morris Sarah Morris

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.

Read More
Sarah Morris Sarah Morris

Misleading Metrics: Global Health Deserves a Higher Bar

by Sarah Morris | Audere Team

In this piece, Audere’s Chief Product Officer Sarah Morris draws from her experience in big tech to challenge how we measure success in digital health. She unpacks how common metrics like DAU can mislead—and offers a more rigorous, equity-centered approach to tracking real impact, trust, and behavior change in global health innovation.

Read More
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.

Read More
Paul Isabelli Paul Isabelli

Artificial intelligence to enhance HIV prevention in age of disruptions

Artificial intelligence is no longer just on the horizon—it’s here, reshaping global health programming with new urgency and potential ... This landmark report - shaped by a consultation hosted by Audere and the Desmond Tutu Health Foundation in March, 2025 - explores how to move from crisis to opportunity.

by Dr. Jirair Ratevosian | Senior Advisor, Audere.

Read More
Paul Isabelli Paul Isabelli

5 Key Million-Dollar Questions for Artificial Intelligence in Global Health

Dino answers the five biggest questions that break down any misconceptions surrounding AI ( which can slow down much-needed investment in global health) – highlighting that thoughtful AI has the power to meaningfully impact the healthcare of many in under resourced settings.

by Dr. Dino Rech | Audere CEO, Founder Audere Africa

Read More
Paul Isabelli Paul Isabelli

Tech-Enabled Trust: How Mobile Apps Are Transforming  Health Work in the Community

A study in Busia County, Kenya, set out to explore how health workers used the HealthPulse app for malaria testing. The app guided community health promoters (CHPs) through each step of the process with clear instructions and timers to ensure administration and interpretation accuracy.

This blog shares some of the insights that we observed over the course of the study.

by Dr. Sasha Frade | Research Lead

Read More
Shawna Cooper Shawna Cooper

High Quality Data: The backbone of accurate, viable AI

Recent progress in AI tech continues to amaze us. More sophisticated and efficient machine learning algorithms, the proliferation of large language models, new ways to employ deep learning, and novel use cases appear daily. With such a spotlight on AI, organizations are appropriately shifting to focus on the quality and provenance of data used to train, validate, and verify their technology investments….
by Bronte Li and Shawna Cooper | Audere

Read More