Methods and systems for hybrid synchronous-asynchronous communication in content provisioning

A system for redundant synchronous and asynchronous communication in content provisioning, the system comprising:

• a packet selection system comprising a recommendation engine, wherein the recommendation engine is configured to select a next data packet, wherein the next data packet comprises content for delivery to a user device;
• a presentation system comprising a presenter module, wherein the presenter module is configured to receive an indication of the selected next data packet and send the content for delivery to the user device via an electrical communication;
• a response system comprising a response processor, wherein the response processor is configured to receive a response from the presentation system, and wherein the response processor is configured to translate the received response into an observable;
• a summary model system comprising a model engine, wherein the model engine is configured to update one or several predictive models based on the observable generated by the response system;
• and
• a messaging bus, wherein the messaging bus is communicatingly connected with the presentation system and the summary model system, wherein the messaging bus is configured to provide an asynchronous communication comprising a first indication of the completion of the evaluation of received response from the presentation system to the summary model system, and
• wherein the presentation system is configured to provide a synchronous communication to the summary model system, wherein the synchronous communication comprises a second indication of the completion of the evaluation of received response.