This document discusses the experiences of building a department-wide digital pathology infrastructure at the Vrije Universiteit Brussel. It began in January 2015 with whole slide imaging of glass slides on various platforms. This infrastructure was used for education through online histology and pathology courses. It also enabled retrospective studies of archived tissues by making slides available online along with associated clinical data. The digital platform has supported international collaboration and the development of a biobank site to provide virtual access to tissue samples. Future applications may include image analysis and intelligent querying of pathology images and associated metadata.