Meanwhile, in a dairy farm in San José, a sensor alerts about a cow with mastitis, in an office of the DGI, an official signs a form that no one will read. Uruguay lives a historical schizophrenia: it has the talent to lead, but the bureaucracy to fail. Artificial intelligence (AI) is not a fad: it's the key to resolving that contradiction and becoming what we always should have been: A small country that thinks big.
Uruguay Moving Forward (Despite the State)
In 2023, while Parliament debated whether to ban facial recognition, a Uruguayan startup called DataFarm was selling agricultural algorithms to Australia.
Meanwhile, ASSE accumulated waiting lists, the Hospital de Clínicas prioritized diabetic retinopathies with AI. Innovative Uruguay doesn't ask for permission: it acts.
The data is compelling:
- US$ 1.6 billion is exported by the technology sector (almost equal to tourism), but it loses 70% of its engineers abroad (BCU, 2023).
- 0.22% of GDP is invested by Uruguay in R&D, compared to 0.53% in Argentina or 0.38% in Chile (ANII, 2023).
It's not a lack of resources: it's a lack of ambition. New Zealand, with a similar GDP, dominates the dairy and agricultural software market. We still believe that selling meat to the EU is an achievement, not a first step.
AI in Deep Uruguay: Less Theory, More Results
In the Uruguayan countryside, where pragmatism rules more than speeches, AI is no longer theory:
- In Cerro Largo, a rice producer uses drones with algorithms to detect pests. He didn't lay off workers: he trained them to interpret thermal maps. Result: +20% yield, same workers, higher wages.
- In Salto, a clinic prioritizes mammograms with AI. Radiologists see twice as many patients, but focused on complex cases.

AI doesn't replace: It enhances.
As a dairy farmer from Florida said while calibrating a sensor on his tractor:
"Those who fear technology should keep counting dung to see if the cows are healthy."
Three Urgent Reforms (Without Demagoguery)
Enough of five-year plans and commissions that only generate expenses. Uruguay needs:
1. Education for the Real World (Not for the Past):
- UTU: "Mechatronics with AI" courses in the interior, where agricultural drones are taught to be repaired, not just engines.
- Return scholarships: Fund master's degrees in data science abroad, in exchange for 5 years working here.










