Using the IntellixCore platform we have built a system that is capable of monitoring 60,000 properties and predicting which tenants will go into rent arrears.  This role is today done by rent officers with a high degree of manual effort.  The IntellixCore AI & ML solution integrates a Predictive Pattern, a Large Language Pattern and a Chatbot Pattern.  Once trained on the data the rent officer can interrogate the IntellixCore X-Agent and query who is likely to default via a DRUID AI Conversational Agent chatbot.  The X-Agent can auto generate a rent arrears letter to be reviewed by the rent officer which can be sent to the tenant. The solution saves the majority of time and effort currently involved in the process and is highly accurate.