Providing task assistance to a user

A system, comprising:

• a processing device;
• and
• a memory storing instructions, that when executed by the processing device, cause the system to:
• determine scheduled tasks associated with a user in a reporting period from personal information program (PIP) data of the user associated with at least one of an electronic calendar application, an electronic reminder application, an electronic contacts application, an electronic collaborative application, or an electronic communication application, wherein the reporting period comprises a time period when the user will be unavailable;
• generate, for each task in the reporting period, a priority of the task using a machine learning model based on the reporting period, due date, enterprise data, and content associated with the task, wherein the machine learning model was trained at least in part using PIP data for a plurality of users;
• rank the scheduled tasks based on the generated priorities to generate a set of prioritized tasks for the user during the reporting period;
• and
• provide the set of prioritized tasks to an output device for display to the user.

A method, comprising:

• determining, by a processing device, a plurality of scheduled tasks associated with a user in a reporting period by analyzing personal information program (PIP) data of the user associated with an electronic calendar application, an electronic reminder application, an electronic contacts application, or an electronic communication application, wherein the reporting period comprises a time when the user will be unavailable;
• generating, for each scheduled task in the plurality of scheduled tasks in the reporting period, a priority of the task based on the reporting period, due date, enterprise data, and content associated with the task using a machine learning model that was trained at least in part using PIP data for a plurality of users;
• ranking the plurality of scheduled tasks based on the generated priorities to generate a set of prioritized tasks for the user during the reporting period;
• and
• causing, by the processing device, a portion of the set of prioritized tasks to be displayed in a user interface, wherein one task of the set of prioritized tasks comprises an interactive notification comprising one or more control elements that each enable the user to perform an operation on the task.