Querétaro Bets on AI and Logistics to Enhance Global Supply Chain Reach

Introduction

The Mexican state of Querétaro is accelerating its transformation into a high-value manufacturing and logistics hub. As nearshoring demand heats up, the state is leveraging the deep integration of artificial intelligence, industrial automation, and supply chain technologies to strengthen its position in North American and even global value chains. Two recently announced cross-border investments—the expansion project by Canada's MacLean Engineering and Zebra Technologies' first Latin American production facility—have further reinforced this trend.

Key Developments

At the recently held 28th Logistics Forum, Marco Antonio Del Prete Tercero, Querétaro's Secretary of Sustainable Development (SEDESU), emphasized that logistics, digitalization, and international trade have become core elements for the state to maintain its competitiveness. Since its founding in 2011, the forum has grown into one of the state's most important training platforms for logistics and foreign trade, with 28 editions held to date.

Meanwhile, MacLean Engineering announced the acquisition of a 7,000-square-meter industrial facility in Querétaro to expand its mining equipment production capacity. The company stated that Mexico's importance as a regional manufacturing base is growing, and this expansion will enhance its ability to serve customers in Latin America. In addition, the plant has received the "Made in Mexico" (Hecho en México) certification from Mexico's Ministry of Economy, becoming the first mining equipment manufacturer to receive this honor.

Zebra Technologies, for its part, inaugurated its first production facility in Latin America in Querétaro, with an investment of approximately 185.9 million Mexican pesos (about US$10 million), creating 78 jobs. The plant mainly produces thermal transfer ribbons and industrial printing consumables, and includes an experience center and training area, aiming to enhance technological capabilities in Latin America.

Supply Chain Impact

The impact of these investments on North American supply chains deserves attention. First, MacLean's expansion will shorten the cycle from production to delivery of mining equipment, reduce dependence on intercontinental transport, and enhance the resilience of regional supply chains. Second, Zebra's localized production can reduce logistics costs for industrial printers and consumables and improve supply chain responsiveness, which is especially critical for labeling and tracking needs in e-commerce, retail, and manufacturing.

From a broader perspective, the application of AI and digitalization is transforming supply chain management. Technologies such as real-time tracking, predictive maintenance, and intelligent sorting help reduce inventory costs, shorten transportation times, and improve the ability to respond to trade disruptions. Querétaro's industrial ecosystem is attracting such technology-intensive investment, thereby improving the efficiency of the entire Mexican logistics network.

Regional Impact## Regional Impact

Querétaro is an important manufacturing platform in Mexico's Bajío region, with annual exports exceeding US$18 billion, ranking 11th among Mexican states. Its export products cover automotive parts, aerospace equipment, machinery, electronic components, etc., with primary markets in the United States, Canada, and Europe. As the nearshoring trend continues, the state's strategic position in the North American supply chain has become even more prominent.

Notably, the upcoming USMCA (United States-Mexico-Canada Agreement) review could have far-reaching implications for regional trade rules. Querétaro officials emphasize that businesses need to quickly adapt to new compliance and tariff requirements. AI and digital tools will play a key role in addressing these challenges, helping companies remain competitive.

From a broader trade corridor perspective, Querétaro connects through road and rail networks to Mexico's major ports, such as Manzanillo and Lázaro Cárdenas, and onward to the southern U.S. border. The implementation of these investments will further consolidate its position as an inland distribution center in North America.

Industry Perspectives

Del Prete stated: "Since 2011, the Ministry of Sustainable Development has been committed to creating a free, professional, high-level space to strengthen the participants in the logistics and foreign trade chain." He emphasized that companies that can quickly adapt to new regulations and technological changes will be better positioned to seize future growth opportunities.

Kevin MacLean, CEO of MacLean Engineering, pointed out: "The plant expansion in Mexico will enhance our ability to reach more customers while strengthening our local manufacturing presence in the region." Ernesto Hernandez, vice president of sales at Zebra Technologies, noted that the project aligns with the company's long-term expansion strategy in Latin America, while supporting sustainability and technological development initiatives.

Future Outlook

As global supply chains shift from "Just-in-Time" to "Just-in-Case," Mexico is attracting more technology-driven investment. The Querétaro case demonstrates that combining local government industrial policy with digitalization and logistics infrastructure helps create a virtuous cycle. In the future, the application of technologies such as AI logistics, digital twins, and automated warehousing will become a key breakthrough for the state to improve supply chain efficiency.

At the same time, the uncertainty brought by the USMCA review will prompt companies to increase investment in compliance and supply chain visibility. If Querétaro can continue to maintain an open and innovative policy environment, it is expected to occupy a more favorable position in the next wave of nearshoring.

ConclusionQuerétaro is enhancing its competitiveness as a North American manufacturing and distribution hub through the coordinated development of AI, automation, and logistics infrastructure. Investments from multinational companies such as MacLean and Zebra not only bring production capacity and employment, but also strengthen the state's position in high-value-added supply chain segments. For global logistics and supply chain managers, the development momentum of Querétaro and Mexico's Bajío region will serve as an important window for observing North American trade restructuring and nearshoring trends.