System power management of devices coupled to a port of an information handling system by identifying associated contextual data

An information handling system comprising a processor having access to memory media storing instructions executable by the processor to perform operations, comprising:

• performing, at a first time, a calibration and configuration of a device management model, including:
• identifying contextual data associated with a device coupled to a port of the information handling system, the contextual data including i) historical data of the device, ii) customer incident (CID) issues associated with the device, iii) user behavior patterns associated with the device, a iv) a defect associated with the device;
• training, based on the contextual data, the device management model, including generating a configuration policy including configuration rules, the configuration rules for performing computer-implemented actions to automatically adjust power provided to the device and functionality enablement of the device, including:
• detecting characteristics of the defect, the characteristics including a failure type of the defect and a number of functions that are affected by the defect;
• generating the configuration policy to include the configuration rules based on the characteristics of the defect for performing the computer-implemented actions to automatically adjust the power to the device and the functionality enablement of the device, the configuration rules including applying a different power delivery object (PDO) at the device, adjusting a power driving strength at the device, and swapping a signal channel at the device;
• performing, at a second time, a steady-state management of the device, including:
• monitoring the contextual data associated with the device;
• and
• in response to monitoring the contextual data associated with the device, i) accessing the device management model including the configuration policy, ii) identifying one or more of the configuration rules based on the monitored contextual data, and iii) applying the one or more configuration rules to perform one or more of the computer-implemented actions to automatically adjust power provided to the device and functionality enablement of the device.

A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:

• performing, at a first time, a calibration and configuration of a device management model, including:
• identifying contextual data associated with a device coupled to a port of the information handling system, the contextual data including i) historical data of the device, ii) customer incident (CID) issues associated with the device, iii) user behavior patterns associated with the device, a iv) a defect associated with the device;
• training, based on the contextual data, the device management model, including generating a configuration policy including configuration rules, the configuration rules for performing computer-implemented actions to automatically adjust power provided to the device and functionality enablement of the device, including:
• detecting characteristics of the defect, the characteristics including a failure type of the defect and a number of functions that are affected by the defect;
• generating the configuration policy to include the configuration rules based on the characteristics of the defect for performing the computer-implemented actions to automatically adjust the power to the device and the functionality enablement of the device, the configuration rules including applying a different power delivery object (PDO) at the device, adjusting a power driving strength at the device, and swapping a signal channel at the device;
• performing, at a second time, a steady-state management of the device, including:
• monitoring the contextual data associated with the device;
• and
• in response to monitoring the contextual data associated with the device, i) accessing the device management model including the configuration policy, ii) identifying one or more of the configuration rules based on the monitored contextual data, and iii) applying the one or more configuration rules to perform one or more of the computer-implemented actions to automatically adjust power provided to the device and functionality enablement of the device.