In recent years, nearshoring has gained substantial momentum in the USMCA (United States-Mexico-Canada Agreement) economic region. This trend, driven by the need for resilient and diversified supply chains, has positioned Mexico as a critical player in North American manufacturing. However, the true potential of nearshoring can only be unlocked by maintaining strategic logistics hubs in the southern states of the U.S., such as Arizona, New Mexico, and Texas. These hubs play a vital role in ensuring the seamless movement of goods between Mexico and the U.S., a key factor in the success of nearshoring initiatives.

The integration of GenAI with process mining demonstrated significant potential for process optimization and innovation in the automotive supply chain. However, the project's success depended heavily on data quality, technological expertise, and effective change management. While the project faced delays and challenges, the long-term benefits and insights gained underscored the transformative potential of combining process mining with GenAI.