land-use-planning

UrbanLayer is an open-source, municipality-centric platform that transforms zoning laws, permitting requirements, and local regulations into machine-readable systems. It enables automated compliance analysis, GIS property analysis, configurable permit workflows, and AI-assisted regulatory interpretation tailored to each municipality.

Frontend dashboard for LUP4LDN for LUP4LDN — Land Use Planning for Land Degradation Neutrality. Winner, GEO-LDN International Technology Innovation Competition (2021).

PlotLedger is an open-source AI-powered parcel intelligence platform that identifies 9+ acre properties across the U.S. and connects ownership, sales, zoning, permits, applications, variances, and special approvals to reveal how land-use rules and development rights differ by property and jurisdiction.

arXiv preprint source, code, and derived artifacts for block-level DRL farmland consolidation scenario screening.

LUP4LDN — Land Use Planning for Land Degradation Neutrality. Winner, GEO-LDN International Technology Innovation Competition (2021). Maintained by SCiO.

Backend API for LUP4LDN — Land Use Planning for Land Degradation Neutrality. Winner, GEO-LDN International Technology Innovation Competition (2021).

Verdant — independent third-party profile of a public API surface, by API Evangelist. Verdant is an AI-native land-use permitting and planning software platform for local governments, spanning the entire process from a resident's first question through plan review to a commission's final vote.

Economic development and real estate planning. Public projects, spatial analysis, and practical tools.

✨ Create a seamless desktop experience with Niri Land, featuring gapless windows, a hidden status bar, and customizable wallpapers for a unique interface.