Data is Destiny: Consent, Classification & Community Voice

​In April 2026, Ushahidi convened the first Data Is Destiny workshop at the University of Oxford, where five stakeholder groups stress-tested the licensing models currently used to govern community data. The signal from that room was clear: none of the existing models adequately protect community interests — including approaches we ourselves have relied on for years.

​This second session picks up where Oxford left off. It asks:

​— What meaningful consent actually looks like when the community giving it is vulnerable and the environment is low-connectivity.

​— Whether classifying data by type and sensitivity changes the shape of that answer.

​— What communities themselves recognise as protection, rather than what protection is assumed to look like on their behalf.

​This session is for community intermediaries, deployment partners, data protection practitioners, consent UX researchers, and community representatives, particularly from diverse geographic contexts.

​Together, we'll design consent processes for different deployment contexts, develop a data classification schema, and ground the emerging direction in what communities need rather than what the literature assumes.

​This is the second of four workshops working toward a draft governance framework for Ushahidi's data commons — with questions and learnings we expect to be useful to anyone handling community-generated data. The work will be co-authored with Oxford's Institute for Ethics in AI and published as a white paper in October 2026.