Books of hours, with more than 5,000 witnesses preserved throughout the world, form a crucial set for understanding the medieval mental universe. With the HORAE project, TEKLIA has developed, in collaboration with Dominique Stutzmann of the Institut de la recherche et d'histoires des textes (IRHT), a document analysis and text recognition process adapted to books of hours.