Service content tailored to out of routine events

A computerized method comprising:

• receiving by a service on a user device, from a server, one or more network communications comprising:
• an indication of a divergence from a pattern of detected instances of an event, the event being of a routine of a user, the divergence corresponding to a predicted out of routine event before the out of event occurs, the divergence being determined based at least in part on sensor data provided by one or more sensors on the user device associated with the user;
• contextual information corresponding to the predicted out of routine event;
• and
• a recommended action for the service to perform in providing content to the user based on the predicted out of routine event, wherein the recommended action includes refraining from presenting at least a portion of the content and refraining from generating the at least the portion of the content;
• generating, by the service on the user device, a group of content based on the received indication of the predicted out of routine event, the received recommended action, and the received contextual information from the one or more network communications;
• and
• causing presentation of the generated group of content on the user device associated with the user.

One or more computer storage media storing computer-useable instructions that, when used by one or more computing devices, cause the one or more computing devices to perform operations comprising:

• predicting, by at least one server, a divergence from a pattern of detected instances of an event based at least in part on sensor data from one or more sensors of a plurality of user devices, the event being of a routine of a user, the predicted divergence corresponding to an out of routine event, wherein the predicting of the out of routine event is before the out of routine event occurs and is based on identifying an occurrence of the event that deviates from the pattern of the detected instances of the event, and a strength of the pattern is used in identifying the out of routine even and to refrain from generating the at least the portion of content;
• generating, by the at least one server, contextual information corresponding to the predicted out of routine event;
• determining, by the at least one server, a recommended action for a service to perform in providing content to the user based on the predicted out of routine event and the contextual information;
• and
• transmitting, by the at least one server, to the service on a user device, an indication of the predicted out of routine event and the determined recommendation, the transmitting causing the service to manage presentation of the content on the user device based on the recommended action.