Systems and methods for automatically and continuously
processing communications exchanged among users and automated agents and corresponding user behaviors are provided to dynamically generate topical communications sessions from ongoing communications sessions. The topical communications sessions are implemented to reduce the cognitive effort of conversation management within existing communications sessions where topical drift may occur. The framework allows users to submit
multimedia inputs that are classified by the systems and methods and automatically routed to appropriate communications containers.