BurnPro3D is a science-driven, decision-support platform for planning and conducting prescribed burns, powered by the WIFIRE Commons. WIFIRE Commons, part of our CI, works to catalog, curate and integrate data and models for AI-driven fire science; maintain open programmatic access to data; and ensure provenance of data and models over time.