The Open Resource Incubator (ORI) aims at unlocking the innovative potential of open resources as a catalyst for sustainable development. ORI promotes the collective stewardship of open digital resources through self-sustaining ecosystems for their production, management and usage with a view to contributing to the SDGs. The team will present its pilot project in Rwanda: collecting open voice data for artificial intelligence, in collaboration with the Mozilla Foundation.