In the Finnish Defence Forces, up to 5,000 online support and service requests are made and resolved every month using a ticket-based system. However, service requests do not always get sent to the correct address. With the aid of funding from the Ministry of Finance, Digia and the Finnish Defence Forces Service Centre implemented a pilot in which machine learning and text analysis were used to automatically resolve and categorise tickets.