Home > AI, Cloud & Data > Expert Contributor

The Competitive Advantage Companies Cannot Afford to Overlook

By Marcio Gomes de Aguiar - NVIDIA
Executive Director - Enterprise Group

STORY INLINE POST

DIA assistant
Marcio Gomes de Aguiar By Marcio Gomes de Aguiar | Executive Director - Enterprise Group - Wed, 08/19/2026 - 06:00

share it

There is one question I hear with increasing frequency from business leaders: How can organizations truly unlock the potential of artificial intelligence? My answer usually begins with another question: What role are your developers playing within your organization today? 

For years, many companies have viewed their software development teams primarily as execution engines. Their responsibility was straightforward: receive requirements, write code, meet deadlines and deliver projects. That model enabled organizations across industries to accelerate their digital transformation, but today's business environment demands something different. As artificial intelligence reshapes software development, limiting developers to executing predefined tasks means overlooking one of the most valuable sources of innovation any organization has. 

The challenge is no longer about building more software. It is about generating better ideas. Artificial intelligence is fundamentally changing the nature of software development. Tools capable of assisting with code generation, automating repetitive tasks and identifying errors are reducing the amount of time developers spend on operational work. According to GitHub's research on AI-assisted development tools, developers can complete certain tasks more efficiently, allowing them to focus on work that delivers greater value. 

However, the most significant takeaway is not the productivity gains themselves. What matters most is the opportunity to redefine the role developers play inside organizations. 

As AI takes over more repetitive activities, developers' greatest contribution will no longer be measured by the number of lines of code they produce. Instead, their value will increasingly lie in understanding business challenges, questioning existing processes, collaborating across functions and designing solutions that address real-world problems. In other words, innovation begins long before anyone starts writing code. 

Yet, many organizations continue to operate under structures that make this evolution difficult. They invest heavily in technology infrastructure, adopt AI solutions and accelerate digital transformation initiatives, while still involving developers only after strategic decisions have already been made. They are asked to build solutions, but are rarely invited to help define them. 

From my experience working alongside organizations across Latin America, I have found that the difference between companies that simply adopt technology and those that consistently innovate rarely comes down to technology alone. More often than not, the real differentiator is culture. 

The most innovative organizations create environments where technical teams are encouraged to experiment, continuously develop new skills and participate from the earliest stages of product, service and business discussions. They recognize that the people building technology also possess unique insights into how it can solve problems more effectively and uncover opportunities others may not see. 

This perspective is supported by industry research. The "2025 DORA State of DevOps Report," published by Google Cloud, shows that the highest-performing organizations combine strong engineering practices with cultures built on trust, collaboration and continuous learning. Technology certainly matters, but the way people work together remains one of the strongest predictors of long-term success. 

For Mexico, this conversation carries particular significance. The country is experiencing remarkable momentum in digital infrastructure, artificial intelligence, cloud computing and data center investments. Every new investment strengthens the country's technological capabilities and creates new opportunities for businesses across industries; however, infrastructure alone does not generate innovation. People do. 

The real opportunity for Mexican organizations is not simply to implement technologies developed elsewhere, but to cultivate environments where developers contribute to creating intellectual property, innovative products and business models capable of competing on a global scale. 

Artificial intelligence can accelerate that transformation, but only if it is viewed as a tool that amplifies human talent rather than replaces human creativity. 

Microsoft's "2025 Work Trend Index" suggests that as AI increasingly handles operational tasks, capabilities such as critical thinking, problem-solving, adaptability and collaboration will become even more valuable. Likewise, the "Future of Jobs Report 2025,"published by the World Economic Forum, identifies analytical thinking, creativity and lifelong learning among the skills that will define workforce competitiveness over the coming years. 

These findings reinforce what I believe is one of the defining realities of this new era: the future of software development will depend less on producing more code and far more on making better decisions. 

This also requires business leaders to rethink how they evaluate their development teams. For years, delivery speed, release frequency and project completion rates served as the primary indicators of success. While these metrics remain important, they no longer capture the full value developers can bring to an organization. 

Perhaps it is time to ask different questions. How many new ideas originated from development teams? How many internal processes improved because developers challenged existing approaches? How many new business opportunities emerged because technical talent was empowered to think beyond execution? 

Answering these questions means recognizing that innovation is not the sole responsibility of an R&D department or a digital transformation office. Innovation can emerge from any team when people are trusted to question assumptions, propose new ideas and experiment responsibly. 

In an environment where virtually every organization will eventually gain access to similar technologies, competitive advantage will not be determined solely by infrastructure, AI models or digital platforms. Over time, those capabilities will become increasingly accessible. 

What will remain far more difficult to replicate is an organizational culture capable of transforming developers into innovation leaders. The conversation around artificial intelligence often focuses on models, computing power and infrastructure. These elements are essential, but they are not enough. Technology reaches its full potential only when people have the vision to imagine new ways of applying it to solve meaningful business challenges. 

The companies that will lead the next phase of the digital economy will not necessarily be those that adopt every new technology first. They will be the ones that recognize their developers can contribute far more than code. They can provide the insight, judgment and creativity needed to solve some of the most complex business challenges organizations face today. 

And that will remain a competitive advantage that no technology can replace. 

You May Like

Most popular

Newsletter