Design an AI Chat Re-engagement System

Design a conversation re-opening feature for an AI chat application that analyzes past user interactions to intelligently trigger personalized re-engagement notifications, such as alerting sports fans about upcoming matches or prompting inactive users to resume unfinished conversations.