APPLIED AI FOR GLOBAL DEVELOPMENT

We apply AI to tackle intractable challenges

Recode Labs is an applied AI lab. We build and test applied AI systems with ministries, researchers, and partners — across health, education, climate, and humanitarian response. Frontier technology, grounded in 20+ years of field experience.

Projects

LIVECLINICS & CLASSROOMS
AMBIENT AUDIO · CLINIC SESSION · 04:12 4 EVENTS · TAGGED VISIT VITALS STOCK-OUT PATIENT Q 00:00 01:00 02:00 03:00 04:12

Elly listens, so programs can learn

An ambient listener for clinics and classrooms. Records the room, transcribes the audio, and extracts the answers programs want — visits seen, protocols followed, curriculum covered. Insight without the burden.

HEALTHVOICE
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PILOTUNICEF BANGLADESH
1Sample sites 2Estimate coverage 3Measure confidence 4Resample where unsure 5Re-estimate COVERAGE <50%90%+

TrueCover finds kids programs miss

Geospatial immunization coverage developed with UNICEF. Satellite + adaptive sampling + offline mobile collection.

GEOUNICEF
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ACTIVEUNICEF, GATES FOUNDATION
428HOUSEHOLDSAbout 2,230 peopleNot yet registered 410HOUSEHOLDSAbout 2,130 peopleNot yet registered 595HOUSEHOLDSAbout 3,090 peopleNot yet registered 656HOUSEHOLDSAbout 3,410 peopleNot yet registered 474HOUSEHOLDSAbout 2,460 peopleNot yet registered 578HOUSEHOLDSAbout 3,010 peopleNot yet registered 2022PolioPre-census in 4 wards 2023MeaslesPre-census in 1 ward 2024Bed netsPre-census in 1 ward 2025PolioNo pre-census HOUSEHOLDS REGISTERED 3,141 About 16,330 people

The Integrated Campaign Registry lets each campaign build on the last

An open data standard for health campaigns, built on FHIR. Places, households and teams recorded in one round carry into the next. Recode Labs leads the build with UNICEF and the Gates Foundation.

FHIROPEN STANDARD
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LIVEgeopixel.io
QUERY · 30-MIN REACH POPULATION 47,210 DENSITY · 312 /km² SOURCE · WORLDPOP 2

Pixel shows where people live

A population & geospatial data explorer built on WorldPop 2 — 100m² resolution across 242 countries, 2025–2030. Query by drawn shape or travel time.

GEODEMOGRAPHICS
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Partners

UN AGENCY
UNICEF
CHILD HEALTH, DATA
UN AGENCY
WHO
DIGITAL HEALTH, STANDARDS
FOUNDATION
Gates Foundation
GLOBAL HEALTH, FUNDING

Have a problem we could work on?

Applied AI lab for global development. Burlington, VT.

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