Open Data, AI, and Real Estate: toward greater transparency

Real estate is evolving rapidly thanks to open data and artificial intelligence. Public listings, geospatial data, and urban information now make it possible to better understand markets without relying solely on traditional domain expertise.

By combining these data sources with machine learning algorithms, it is now possible to estimate rental and sale prices at scale, analyze spatial market dynamics, and deliver reliable automated valuations — with performance close to industry standards.

Unlike many existing solutions that are often costly and opaque, open data–driven approaches offer tools that are more accessible, more transparent, and more inclusive for all stakeholders, including citizens, professionals, and public decision-makers.

This transformation goes beyond real estate and highlights how data literacy can sustainably reshape many industries.

This transformation goes beyond real estate and highlights how data literacy can sustainably reshape many industries.