Systems and methods for facilitating managing of supply chains of items

A system for facilitating managing of a supply chain of an item, the system comprising:

• a communication device configured for:
• receiving at least one supply chain data associated with a supply chain of at least one item from at least one device, wherein the supply chain comprises a transportation of the at least one item;
• and
• transmitting at least one recommendation to the at least one device;
• a processing device communicatively coupled with the communication device, wherein the processing device is configured for:
• obtaining at least one additional data associated with the supply chain based on the at least one supply chain data;
• analyzing the at least one additional data using at least one machine learning model based on the at least one supply chain data, wherein the at least one machine learning model further identifies a condition affecting the transportation of the at least one item and measures an impact of the condition on the transportation of the at least one item, wherein the at least one supply chain data comprises at least one geographical region data of at least one geographical region associated with the transportation of the at least one item, wherein the at least one additional data represents at least one external condition associated with the at least one geographical region, wherein the at least one external condition comprises at least one of a weather condition, an economic condition, a regulatory condition, a geopolitical condition, a political condition, a labor shortage condition, a currency fluctuation condition, a raw material availability condition, a consumer demand condition, and a transportation infrastructure condition;
• determining a degree of the impact of one or more conditions based on the analyzing of the at least one additional data;
• generating a prediction of an event for the at least one geographical region based on the analyzing of the at least one additional data using the at least one machine learning model, wherein the event is associated with the at least one external condition,wherein the generating of the prediction of the event comprises generating the prediction of the event using a transformer model of the at least one machine learning model based on at least one embedding of the at least one additional data;
• determining a disruption in the supply chain based on the analyzing of the at least one additional data, wherein the determining of the disruption in the supply chain is further based on the generating of the prediction of the event, wherein the determining of the disruption in the supply chain is further based on the degree of the impact of the one or more conditions;
• and
• generating the at least one recommendation for mitigating the disruption in the supply chain based on the disruption;
• and
• a storage device communicatively coupled with the processing device, wherein the storage device is configured for storing the at least one additional data.