Direct channel generation

A system comprising:

• at least one data processor;
• memory storing instructions which, when executed by the at least one data processor, causes the at least one data processor to perform operations comprising:
• receiving data characterizing measurements associated with a target object;
• determining, based on the received data and using a predictive model, an objective from a plurality of predefined objectives for monitoring the target object, wherein the predictive model compares the received data to nominal characteristics associated with the target object;
• computing, based on the determined objective, a communication channel from a plurality of communication channels associated with the target object, wherein the computation is based on an evaluation of historical user responses with the plurality of communication channels;
• providing the communication channel to a user device associated with the target object;
• updating the communication channel using the predictive model, wherein the update is performed in response to a user interaction with the communication channel and the evaluation of historical user responses, and wherein the update computes an updated communication channel from the plurality of communication channels;
• and
• providing the updated communication channel to the user device associated with the target object.

A non-transitory computer readable medium storing instructions, which when executed by at least one data processor of at least on computing system, causes the at least one data processor to perform operations comprising:

• receiving data characterizing measurements associated with a target object;
• determining, based on the received data and using a predictive model, an objective from a plurality of predefined objectives for monitoring the target object, wherein the predictive model compares the received data to nominal characteristics associated with the target object;
• computing, based on the determined objective, a communication channel from a plurality of communication channels associated with the target object wherein the computation is based on an evaluation of historical user responses with the plurality of communication channels;
• providing the communication channel to a user device associated with the target object;
• updating the communication channel using the predictive model, wherein the update is performed in response to a user interaction with the communication channel and the evaluation of the historical user responses, and wherein the update computes an updated communication channel from the plurality of communication channels;
• and
• providing the updated communication channel to the user device associated with the target object.