PENCE Roundtable: Metrics & Open-Source Innovation for Impact

This roundtable examines how ethical data and open-source tools can boost community autonomy and improve city impact measurement. It addresses the reliance on proprietary digital infrastructure, exploring alternatives that prioritize transparency. Topics covers the full data journey, Big Tech reliance, and open-source models for digital infrastructure. The goal is to map pathways for cities to adopt open ecosystems and ethical data practices.