The Heritage and Innovation project is a prime example of digital transformation and corporate R&D, run from the heart of Ticino. With the principal aim to create opportunities for science-based innovation and academic research, the project uses as a base the impressive historic archive of Bally in order to run research about heritage and museums, as well as for training AI models in item recognition and automatic tagging.