This project came about through Twentse Koers, where the initiative started with a Quick Scan to explore ways to better support residents in the region. The development of a virtual assistant proved to be a promising solution to lower the threshold to support and make information easier to find.
During the development of the new website, Datacation implemented this virtual assistant, Sam. Sam uses LLM technology (Large Language Models) and Retrieval Augmented Generation (RAG). This allows him to search for the right answers within the context of the website and immediately help visitors with relevant information. Sam is available day and night and can therefore guide residents at any time to the most appropriate support and answer their questions to help them move forward.
In addition, a dashboard was developed that provides insight into the questions asked to Sam. This helps Stadsbank Oost Nederland better understand which topics are relevant to residents and where services can be further improved.