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land title

LodgingMap is an open-source civic data platform that maps extended-stay hotels and lodging properties across the United States using publicly available records. It connects location data with ownership, deed history, and financing structures to create a transparent view of hospitality real estate. The project combines geospatial mapping and data analysis tools to help researchers, developers, and the public better understand how lodging properties are owned, funded, and repurposed over time. https://roxanneardary.com/lodgingmap/

Magistrate Title Services is an open-source, AGPL-3.0+ platform that modernizes real estate title and escrow processes using a hybrid blockchain architecture, AI-powered verification, and encrypted data systems. It combines public blockchain transparency with permissioned legal recordkeeping to improve security, reduce fraud, and increase trust in property transactions. https://roxanneardary.com/magistrate-title-services/

PropIntel – Tracking Defaults, Forecasting Trends. Open-source, AI-driven platform mapping every U.S. property. Track ownership, notices of default, liens, foreclosures, and title history, with predictive analytics and full transparency from town to state. https://roxanneardary.com/propintel/