There is a recurring mistake when discussing innovation: reducing R&D&I to development and innovation, while ignoring the structural weight of the R for Research.
In universities, especially within Brazilian research and technology institutions, the “R” materializes in scientific papers, theses, and research lines that span decades. From the market’s perspective, this often seems distant: papers do not generate immediate revenue, they do not enter the sales funnel, and they do not appear in quarterly financial reports.
But that is exactly where the technological frontier is built.
Without accumulated research, there is no deep tech… only shallow tech.
Without long-term research, there is no disruption… only incremental improvement.
The Invisible Cost of Depth
Deep tech has become a trend. What is rarely acknowledged is that it emerges from 10… 20… 30 years of scientific investigation, usually funded with public resources.
Research is expensive. It is risky. It takes time.
The market usually enters later… when the foundation has already been built.
A scientific article is not academic vanity. It is intellectual infrastructure. It consolidates validated knowledge, reduces technical uncertainty, and trains highly specialized talent.
The problem is not the existence of the paper.
The problem is the absence of structures capable of transforming this stock of knowledge into strategic value.
When a Paper Changes an Industry
A recent example helps illustrate the power of research.
In 2017, a group of researchers published a scientific paper titled “Attention Is All You Need.” The work introduced a new neural network architecture called the Transformer, based on a mechanism known as self-attention.
At the time, it was just a paper.
It was not a product.
It was not a startup.
It was not a commercial model.
It was research.
Today, virtually all major generative artificial intelligence models are derived from that architecture: GPT, BERT, LLaMA, Gemini, Claude, among others.
In other words, much of the current generative AI revolution—now worth hundreds of billions of dollars—can be traced back to a scientific paper published only a few years ago.
That is the power of the R for Research.
Before there was a product, a market, or a business model, someone spent years investigating fundamentals, testing hypotheses, and publishing results.
The paper was merely the first visible record of something much larger: a new technological foundation for an entire industry.
The Real Gap
The so-called “gap” is not about the quality of research. It lies in the difficulty of converting scientific depth into business-oriented application.
While companies operate under short-term pressure, science advances on long-term horizons. This difference in timing creates disconnection… and limits ambition.
Companies that ignore the “R” end up confined to incremental innovation. They improve processes, optimize costs, but rarely create technologies with high barriers to entry.
Deep tech does not emerge from a PowerPoint… it emerges from research.
Learning to Breathe the “R”
If companies truly want to be disruptive, they need to move closer to research institutions—not only to contract occasional projects, but to understand and absorb the logic of research itself.
They need to learn to “breathe the R”:
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understanding the value of long-term scientific construction;
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seeing papers as strategic assets, not abstractions;
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mapping accumulated competencies within universities;
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integrating deep knowledge into technological strategy.
There is an even more strategic point: by approaching research institutions, companies gain access to the results of decades of investment in research that they did not have to finance themselves.
They can rely on 10, 20, or 30 years of accumulated knowledge, largely funded with public resources, and transform that base into products, scale, and competitive advantage.
If you had to invest three decades of your own capital to build that scientific foundation, would you do it?
Probably not.
Yet someone does… and you can access the results.
The R is not a detail within R&D&I.
It is the condition that allows innovation to move beyond incremental improvements and become truly transformative.