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CESI LINEACT (Digital Innovation Laboratory for Companies and Learnings at the service of the territories competitiveness) is the CESI group laboratory whose activities are implemented on CESI campuses. CESI LINEACT at the crossroads of educational and industrial innovation CESI LINEACT was born in 2015 from a logic of structuring CESI’s research activities to serve its pedagogical devices and was labeled « Equipe d’Accueil » (now Research Unit) by the Ministry of Research in 2018. CESI LINEACT has built its positioning around CESI’s training areas and conducts research activities to serve the fields of industry, sustainable cities, digital services and the training of the future. The unit has positioned itself at the interface of the physical and digital worlds, with a transdisciplinary SHS-STIC approach, and proposes a vision of applied research that places the uses and users of technological systems at the heart of the very purpose of technology, whether it be economic, cultural or societal, such as the training of professionals or future professionals. CESI LINEACT supports the needs of CESI’s training systems through new training methodologies, the production of new knowledge and its integration into teaching content, and the development and operation of platforms for dual use in training and research. The unit also supports the transformation of CESI’s training systems. Besides, CESI Ecole d’Ingénieurs’ historical proximity to companies is a decisive factor in its research activities, and has led CESI LINEACT to focus its efforts on applied research close to the needs of companies, in partnership with them, and at the service of the CESI students. A human-centered approach coupled with the use of technology, territorial networking and links with training, have enabled CESI LINEACT to build a cross-disciplinary research approach that puts people, their needs and their uses, at the heart of its conception of research and issues.