About the playbook

A workshop guide for AI governed by communities.

This is the playbook we use in GainForest workshops with Indigenous and local communities, along with the field partners and builders who work on ecological data infrastructure.

It turns the Data is Soil idea into work people can do in a room: they name extraction patterns, draw boundaries before collection, write AI agent rules a community can hold, and connect those rules to Bumicerts, Taina, and AudioMoth deployments.