AI-Real-Estate-Tool is a lightweight React + GeoJSON based mapping interface built to make geospatial exploration accessible without specialized GIS tooling. The platform renders GeoJSON layers in-browser with OpenLayers, supports dynamic layer toggling, marker overlays, search workflows, and API-ready integrations for external data such as legislation or statistics. The architecture is modular and production-friendly, with Vite + TypeScript on the frontend and containerized deployment workflows using Docker, Docker Compose, and Jenkins for reliable CI/CD.