Systems and methods to enable communication detection between devices and performance of a preventative action

A computer-implemented method comprising:

• determining whether one or more messages are received while a user performs a treatment plan, wherein the one or more messages pertain to at least one of a user and a usage of the electromechanical machine by the user, and wherein the electromechanical machine is configured to be manipulated by the user while the user is performing the treatment plan, and further wherein the electromechanical machine comprises at least one pedal;
• responsive to determining that the one or more messages have not been received, determining, using one or more machine learning models, one or more preventative actions to perform;
• and
• causing the one or more preventative actions to be performed.

A tangible, non-transitory computer-readable medium storing instructions that, when executed, cause a processing device to:

• determine whether one or more messages are received while a user performs a treatment plan, wherein the one or more messages pertain to at least one of a user and a usage of the electromechanical machine by the user, and wherein the electromechanical machine is configured to be manipulated by a user while the user is performing a treatment plan, and further wherein the electromechanical machine comprises at least one pedal;
• responsive to determining that the one or more messages have not been received, determine, via one or more machine learning models, one or more preventative actions to perform;
• and
• cause the one or more preventative actions to be performed.