Using a generative model to generate a report identifying user interactions with tasks during a specified time interval

A computer program product comprising a non-transitory computer readable storage medium having instructions encoded thereon that, when executed by a processor, cause the processor to perform steps comprising:

• storing, at a task management system, tasks identifying actions to be performed, each task associated with one or more users to perform an action and each task having one or more attributes;
• storing, at the task management system, an interaction log identifying interactions by the one or more users with one or more tasks, each interaction associated with a user identifier of a user who performed an interaction, a task associated with the interaction, a time when the interaction was performed, and a description of the interaction,
• receiving, at the task management system, a request to generate a standup report from a client device of a user, the request including a specific time interval and identifying a performing user;
• identifying a set of tasks based on the request and the interaction log, each task of the set associated with an interaction associated with the performing user and associated with a time within the specific time interval;
• determining a relevance score for each task of the set of tasks, the relevance score for a task of the set based on values of attributes of the task of the set and weights corresponding to different attributes of the task of the set;
• ranking the tasks of the set based on the relevance scores;
• generating a prompt for a generative model to generate the standup report, the prompt including each task of the set with associated interactions by the performing user during the specific time interval, the tasks of the set included an order specified by the ranking;
• and
• generating the standup report for the performing user, the standup report identifying tasks of the set in the order specified by the ranking with a description of one or more interactions by the performing user with each task of the set during the specific time interval included in conjunction with a corresponding task of the set;
• and
• transmitting the standup report to the client device of the user for presentation.

A system comprising:

• a processor;
• and
• a non-transitory computer readable storage medium having instructions encoded thereon that, when executed by the processor, cause the processor to perform steps comprising:
• storing, at a task management system, tasks identifying actions to be performed, each task associated with one or more users to perform an action and each task having one or more attributes;
• storing, at the task management system, an interaction log identifying interactions by the one or more users with one or more tasks, each interaction associated with a user identifier of a user who performed an interaction, a task associated with the interaction, a time when the interaction was performed, and a description of the interaction,
• receiving, at the task management system, a request to generate a standup report from a client device of a user, the request including a specific time interval and identifying a performing user;
• identifying a set of tasks based on the request and the interaction log, each task of the set associated with an interaction associated with the performing user and associated with a time within the specific time interval;
• determining a relevance score for each task of the set of tasks, the relevance score for a task of the set based on values of attributes of the task of the set and weights corresponding to different attributes of the task of the set;
• ranking the tasks of the set based on the relevance scores;
• generating a prompt for a generative model to generate the standup report, the prompt including each task of the set with associated interactions by the performing user during the specific time interval, the tasks of the set included an order specified by the ranking;
• and
• generating the standup report for the performing user, the standup report identifying tasks of the set in the order specified by the ranking with a description of one or more interactions by the performing user with each task of the set during the specific time interval included in conjunction with a corresponding task of the set;
• and
• transmitting the standup report to the client device of the user for presentation.