In order to maintain the conversational interaction, the system may need to generate response (e.g., conversational response) dynamically and/or in substantially real-time. For example, the system may generate responses within the normal cadence of a conversation. In some embodiments, the system may continually determine a likely intent of the user in order to generate responses (e.g., in the form of prompts, notifications, and/or other communications) to the user. It should be noted that a response may include any step or action (or inaction) taken by the system, including computer processes, which may or may not be perceivable to a user.

For example, in response to a user action, which in some embodiments may comprise a user logging onto an application that generates user interface 100, inputting a query (e.g., query 104) into user interface 100, and/or a prior action (or lack thereof) by a user to a prior response generated by the system, the system may take one or more steps to generate dynamic conversational responses. These steps may include retrieving data about the user, retrieving data from other sources, monitoring user actions, and/or other steps in order to generate a feature input (e.g., as discussed below).