What We Build

AI tools for the organizations doing the hardest work

The social impact sector has been slow to adopt AI, and the organizations doing the most important work are missing real opportunities because of it. That's what we're here to fix.

Finding Signal in the Noise
Organizations sit on mountains of unstructured data buried in reports, documents, and fragmented sources. We build AI solutions that tap into that richness and open up new ways of working.
Open Source by Default
Most of what we build is open source, with full transparency on methodology. The social impact sector needs shared infrastructure, not another proprietary platform.
Built Together, Not Handed Off
We work inside your domain. You bring the expertise, we surface what AI makes possible. We iterate together until it clicks, and you own the result.
Small Tech, Done Differently
We aren't aligned with where big tech is taking AI. We believe small, intentional teams building frugal, open solutions can do more for the world than another billion-dollar model.

See Our Work in Action

Explore our portfolio of AI-powered solutions, demos and concepts.

View Our Demos and Examples

Who We Work With

We work with social good organizations, international development agencies, humanitarian organizations, and government partners to build AI solutions that amplify their mission. Most of what we build together is open source and available as shared infrastructure.

Currently, we are working with the Global Water Center (GWC), The Center for Affordable Water & Sanitation Technology (CAWST), the Rural Water Supply Network (RWSN), Open WASH Data, The Global WASH Cluster and Action Contre la Faim (ACF), The UK Government, The Norwegian Government, and many more.

Become a partner
Global Water Centre
CAWST
RWSN
SavvyCal

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