Abstract: Methods and systems are provided for automatically generating a dynamic taskline. Initially, sources are accessed to retrieve contextual information associated with a user. From this contextual information, a user task is detected that comprises subtasks. Subtasks are identified, where the subtasks are associated with the user task. The subtasks are ranked based, in part, on the contextual information associated with the user. A taskline is automatically generated based on the ranking of the subtasks. The taskline is dynamically modified based on a particular point in time or updated contextual information associated with the user, to constantly provide the user with relevant and useful information.

Abstract: A digital conversational bot can be joined in a natural language group conversation between profiles over a computer conversation platform. A recommendation option set of multiple options can be generated from an initial option set. The identifying can include analyzing the initial option set using individual data of the profiles pertaining to the task. Also, a natural language script can be generated and transmitted to the profiles via the digital conversational bot as part of the group conversation, with the natural language script describing the options of the recommendation option set. A group consensus of the profiles in selecting a group selected option from the recommendation option set can be facilitated via the digital conversational bot. Additionally, assistance in completion of the task using the group selected option for task completion can be provided via the digital conversational bot.

Abstract: Methods and systems are provided for automatically generating a dynamic taskline. Initially, sources are accessed to retrieve contextual information associated with a user. From this contextual information, a user task is detected that comprises subtasks. Subtasks are identified, where the subtasks are associated with the user task. The subtasks are ranked based, in part, on the contextual information associated with the user. A taskline is automatically generated based on the ranking of the subtasks. The taskline is dynamically modified based on a particular point in time or updated contextual information associated with the user, to constantly provide the user with relevant and useful information.