MOOVE
Massive Open Online Validation & Evaluation — an embedded adaptive platform RCT to evaluate the safety and efficacy of medical LLMs.
Projects
We measure ourselves by deployments, not papers. Our work spans clinical research, distributed learning, foundation models and shipped applications — all rooted in Swahili and African contexts.
01 — Pillar
Embedded, adaptive trials that put rigorous evaluation of AI for health into real African clinical settings.
Massive Open Online Validation & Evaluation — an embedded adaptive platform RCT to evaluate the safety and efficacy of medical LLMs.
Integrated Management of Childhood Illness using pulmonary lung ultrasound — an international RCT evaluating safety of ultrasound for pediatric respiratory illness.
Computer-Assisted Diagnosis with lung ultrasound for the detection of pulmonary TB — an international RCT.

In the field
Every project listed above is either deployed today or in active trials with partner institutions. We publish what we learn so others can build on it.
Open Research
Joining us for a semester project, master's thesis, PhD, internship, or research collaboration? Browse our active research tracks and apply directly to the one that best matches your interests and background.
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Open research collaboration program
From Swahili speech datasets to federated medical imaging — apply to a track, work with our researchers, and ship something open.
Check open tracks