The idea behind the AMPS project is to investigate the use of natural language processing and machine learning to predict the outcome of Maltese court cases, specifically those within the Small Claims Tribunal, which deals with claims of up to €5000. The objective is to provide a tool to help adjudicators decide cases more efficiently while respecting and integrating the