Prediction-based action-recommendations in a cloud system

A computerized system comprising:

• one or more computer processors;
• and
• computer memory storing computer-useable instructions that, when used by the one or more computer processors, cause the one or more computer processors to perform operations comprising:
• accessing usage data of a user, having save attributes, wherein the usage data is for a file associated with an application and an action-recommendation profile associated with the user, wherein determining that
• on the usage data and the action recommendation profile, that the action-recommendation should be generated, wherein:
• determining that the action-recommendation should be generated is further based on a determination that the usage data meets a file usage threshold, and
• the file usage threshold score is based on the usage data that trigger triggers recommending that the file should be saved, wherein a save-action score indicates that the usage data meets the file usage threshold;
• generating the action-recommendation as a save-action-recommendation;
• and
• based on generating the action-recommendation, cause generation, for display to the user, of an action-recommendation interface element associated with the action-recommendation.

A computerized system comprising:

• one or more computer processors;
• and
• computer memory storing computer-useable instructions that, when used by the one or more computer processors, cause the one or more computer processors to perform operations comprising:
• accessing usage data of a user, having save attributes, wherein the usage data is for a file associated with an application and an action-recommendation profile associated with;
• determining, based on the usage data and the action recommendation profile, that the action-recommendation should be generated, wherein:
• determining that the action-recommendation should be generated is further based on a determination that the usage data meets a file usage threshold, wherein and the file usage threshold is based on the usage data that triggers recommending that the file should be saved, wherein a save action score indicates that the usage data meets the file usage threshold;
• generating the action-recommendation as a save-action-recommendation;
• and
• based on generating the action-recommendation, cause generation, for display to the user, of an action-recommendation interface element associated with the action-recommendation.