Nuevo León is above the national average
In March 2026, the Government of Nuevo León reported that the state ranks first nationally in artificial intelligence adoption among companies with ten or more employees, at 12.6%.
The comparable national average is 8.0%.
Lower levels were also reported in Tamaulipas, Mexico City, Quintana Roo, and the State of Mexico.
The difference makes Nuevo León a useful case for observing the regional dimension of technology adoption.
But the comparison requires a fundamental clarification.
12.6% is not Nuevo León manufacturing’s adoption rate
The published figure corresponds to the set of companies with ten or more employees considered in the state analysis. It is not a rate exclusive to manufacturers.
This distinction avoids mixing two statistical universes.
The national study shared by Mexico’s Ministry of Economy reported that Mexican manufacturing has an AI adoption rate of 4.8% among companies with more than ten employees. Platonica’s existing manufacturing Insight examines that figure, its economic associations, and its limits.
Nuevo León’s 12.6% answers a different question: what proportion of companies in that state uses AI under the study’s definition?
Confusing the two figures would produce a conclusion the sources do not support.
The regional gap matters because the adoption environment also changes
Companies do not adopt technology in isolation.
The availability of talent, universities, technology providers, infrastructure, capital, clusters, customers, and anchor companies can change the context in which an organization evaluates a new tool.
This helps explain why a uniform national strategy may be insufficient.
The diagnosis presented by Centro México Digital itself calls for policies differentiated by company size, industry, and region.
A metal-products SME, an automotive plant, and a corporate-services company face different problems even when all three operate in the same state.
Adoption does not mean the operation has been transformed
Another important distinction lies between use and maturity.
One company may report using artificial intelligence because it incorporated a tool into administrative tasks. Another may use predictive models, computer vision, or automation integrated with productive processes.
Both can count as adoption under certain instruments, while their technological dependence, governance, and return may be completely different.
The next level of analysis therefore needs to answer questions such as:
- in which functions is AI used?;
- what percentage of the workflow does it affect?;
- what data does it need?;
- which decisions still require human review?;
- what results have been measured?;
- what infrastructure and talent sustain the implementation?
Regional comparison should lead to better questions
Nuevo León’s leadership in this measurement does not demonstrate that its technology gap has been resolved.
12.6% also means that most companies in the observed universe still do not report adoption.
The value of the figure lies in identifying a difference and studying the conditions that accompany it.
For other manufacturing regions, the question should not be how to “copy” Nuevo León, but which elements of its ecosystem are transferable and which depend on its particular productive structure.
Geography can accelerate or slow adoption, but the final decision still depends on each company’s ability to turn a tool into a useful and governable process.
Frequently asked questions
Does Nuevo León have a 12.6% AI adoption rate in manufacturing?
That cannot be claimed from this source. The 12.6% refers to companies with ten or more employees in Nuevo León, not exclusively to the manufacturing sector.
What is the comparable national average?
The state government reports 8.0% as the national average for companies within the comparable universe.
What is the national AI adoption rate in manufacturing?
The national study cited by the Ministry of Economy reports 4.8% among manufacturing companies with more than ten employees. Platonica already examines that figure in a dedicated Insight.
Does a higher rate imply greater technology maturity?
Not necessarily. Adoption indicates use under the study’s methodology; by itself, it does not describe the depth, governance, integration, or return of each implementation.
Sources
- Government of the State of Nuevo León. “Nuevo León ranks first in artificial intelligence adoption among companies.” March 12, 2026. https://www.nl.gob.mx/es/boletines/es-nuevo-leon-primer-lugar-en-adopcion-de-inteligencia-artificial-en-empresas
- Ministry of Economy. “AI adoption in Mexican manufacturing is associated with measurable returns: +18.8% in production and +5.4% in wages.” 2026. https://www.gob.mx/se/prensa/la-adopcion-de-ia-en-la-manufactura-mexicana-se-asocia-con-retornos-medibles-18-8-en-produccion-y-5-4-en-salarios?idiom=es
- Centro México Digital. “Artificial intelligence in Mexico: from promise to economic impact.” 2026. Base source for the diagnosis cited by public institutions. https://centromexico.digital/wp-content/uploads/2026/02/IA_en_Mx.pdf