IGN, change scale The IGN is the State operator of reference geographic and forest information, certified neutral and interoperable. The Institute is constantly developing new repositories, products and geoservices, responding to the growing and evolving needs for cartographic data and geolocalized information. A powerful public digital player for the multi-thematic description of the territory, the Institute supports the evaluation and implementation of public policies for risk prevention, territorial planning, sustainable development, defense and national security. Thanks to its five research laboratories, the IGN maintains high-level innovation potential in the fields of geodesy, vector topography, optics and electronics, image processing and …

Sectors: GIS

How AI and product leaders build smarter, safer models—faster. What Does Sama Do Sama gets your AI project to production—and helps you stay there. Sama is chosen by high-performing GenAI and CV teams across the full AI development lifecycle, combining expert services with reliable execution that scales—delivering results, dependable datasets, and continuity even as things change. Our services cover the full AI lifecycle: ● Data Strategy & Consulting – Aligning data needs to model goals, defining quality standards, and setting the foundation for faster, more confident development ● Annotation & Labeling – Using full-time, domain-trained teams with built-in QA to …

Sectors: IT services