A set of open-source AI tools that allows local communities to monitor and manage their own resources according to their specific needs and values. The toolkit includes modules for data collection, analysis, and visualization, but its outputs are only advisory. This provides community autonomy to foster trust in allocation decisions. Resource allocation decisions are still determined through deliberative citizen engagement.