System and method for recommending through an on the box (OTB) artificial intelligence (AI) productivity tool to replace a memory device to avoid occurrence of a detected error

A method for automatically backing up data stored on a hard disk drive (HDD) or solid state disk drive (SSDD) of an information handling system predicted to imminently fail comprising:

• accessing, via a natural language capabilities database, gathered natural language descriptions of application, firmware, and hardware capabilities associated with each of a plurality of AI productivity tool enableable software applications or an AI productivity tool enableable platform tool;
• receiving, via the hardware processor executing computer-readable code instructions of an automatic predictive capability recommendation system, failed operational telemetries including an error indicating a software, firmware, or hardware failure or malfunction;
• determining, via the hardware processor executing computer-readable code instructions of a trained neural network for the automatic predictive capability recommendation system, that the error indicates imminent failure of a hard disk drive (HDD) or a solid state disk drive (SSDD) and identifying a recommendation intervention action to replace the HDD or the SSDD;
• generating, via the hardware processor executing computer-readable code instructions of text generation module, a natural language description of a the recommendation intervention action to replace the HDD or the SSDD predicted to fail;
• generating, via the hardware processor executing computer-readable program code instructions, a recommendation input intent value for the natural language description of the recommendation intervention action to replace the HDD or the SSDD and performing a semantic similarity search comparing the recommendation input intent value to a plurality of capability intent values generated from the gathered natural language descriptions of application, firmware, and hardware capabilities;
• and
• identifying and executing, via the hardware processor executing computer-readable program code instructions, best match responsive capabilities for the received-natural language description of the recommendation intervention action to replace the HDD or the SSDD having capability intent values that generates a threshold level semantic similarity search score, wherein the best match responsive capabilities include backing up to a remote cloud-based storage device data stored on the HDD or SSDD that is predicted to fail.

An information handling system executing computer readable code instructions for an on the box (OTB) artificial intelligence (AI) productivity tool comprising:

• a hardware processor executing computer-readable code instructions of an automatic predictive capability recommendation system to receive failed operational telemetries including an error indicating a software, firmware, or hardware failure or malfunction;
• the hardware processor executing computer-readable code instructions of a trained neural network of the automatic predictive capability recommendation system to determine that the error indicates imminent failure of a hard disk drive (HDD) or solid state disk drive (SSDD) and identify a recommendation intervention action to replace the HDD or the SSDD;
• the hardware processor executing computer-readable code instructions of text generation module to generate a natural language description of the recommendation intervention action to replace the HDD or the SSDD predicted to fail and generate natural language text prompting a user confirmation request for approval to perform the recommendation intervention action;
• the hardware processor executing computer-readable program code instructions for generating a recommendation input intent value for the natural language description of the recommendation intervention action to replace the HDD or SSDD and performing a semantic similarity search comparing the recommendation input intent value to a plurality of capability intent values generated from gathered natural language descriptions of application, firmware, and hardware capabilities associated with each of a plurality of AI productivity tool enableable software applications or an AI productivity tool enableable platform tool and stored in a natural language capabilities database;
• the hardware processor executing computer-readable program code instructions for identifying and executing a best match responsive capability for the recommendation intervention action to replace the HDD or SSDD having a capability intent value that generates a highest semantic similarity search score or exceeds threshold level semantic similarity score;
• and
• the hardware processor executing computer-readable program code instructions of an AI productivity tool enableable platform tool for backing up to a remote cloud-based storage device data stored on the HDD or the SSDD predicted to fail as the best match capability upon an approval user query input received from a user.