Lab 3: Farmer Data Democracy

Farmer Data Democracy — From Data Collection to Farmer Value

System question:
When does farmer data become farmer value?

Farm-level data is being collected at unprecedented speed—for reporting, compliance, and research—yet farmers often remain data providers rather than data beneficiaries. This lab focuses on farmer data democracy: ensuring farmers can access their own data, understand how it is used, and apply it to make better day-to-day decisions on costs, inputs, practices, and resilience.

Using a participation and validity lens, participants will explore how different return pathways—apps, printed summaries, dashboards, advisory sessions, facilitated group discussions, and hybrid digital + human models—shape who can engage, who benefits, and whether information is understandable and actionable in real farming contexts. The session will surface how gender, age, and literacy influence access and value, and how peer insights can strengthen learning and adoption whether delivered digitally or through facilitation.

Grounded in diverse experiences (including non-app approaches), the lab will compare what works, what doesn’t, and the trade-offs involved—moving from “data collection” toward systems where farmer data reliably produces farmer value.