Leiden University has started a new, university wide initiative to enable collaboration on the use of Artificial Intelligence (AI). By building on and expanding the already existing expertise of AI the project intends to advance science and improve the quality of our life. All the disciplines of the University of Leiden are involved: Archeology, Humanities, Social Sciences, Law, Public Administration, Sciences, and also the Leiden University Medical Centre (LUMC), to collaborate and appoint new staff with joint interests. Leiden University has earmarked dedicated funding for the appointment of full professors, assistant professors, a post-doc and support staff to facilitate the expansion of AI related research at all its departments.