In 2023, the ‘Roadmaps for AI Integration in the Rail Sector’ project (‘RAILS’) – a first of its kind project addressing AI in railways from a broad perspective – will come to its end. For Global Railway Review, this article provides an outlook of the project and what it means for the future of intelligent railways.