Mexico's Oil & Gas Industry Is Solving the Wrong Problem

Over the past several years, much of the conversation surrounding Mexico's energy sector has revolved around the same issues: production, reserves, investment, regulation, the energy transition and, of course, the future of PEMEX. All of these are fundamental issues. However, after years of speaking with operators, service companies, technology manufacturers, universities, research centers and suppliers participating across different segments of the value chain, one idea kept resurfacing. 

At first, it seemed like nothing more than a coincidence. And although everyone was talking about different technologies, they were all trying to solve exactly the same problem. That coincidence led me to take a closer look at technical publications from the Society of Petroleum Engineers (SPE), documented technology adoption cases, projects implemented in Mexico, and developments driven by companies, operators and research institutions. What I found was different from what I expected. 

For years, we have associated innovation with artificial intelligence, robotics, automation and digitalization. However, many of the documented technology adoption cases reviewed throughout this research share a common purpose. In reality, most of them are not simply seeking to produce more oil; they are seeking to reduce uncertainty before making a decision. And that difference changes the conversation entirely. 

When we examine the evolution of technologies such as Managed Pressure Drilling (MPD), it becomes clear that their primary contribution is not drilling faster. Their true value lies in enabling operations that, under conventional methods, would face a significantly higher probability of failure because of the geological complexity of certain reservoirs. 

In simple terms, technology does not eliminate uncertainty; it turns it into a variable that can be managed. And it is worth pausing for a moment here, because something very similar is happening across other segments of the industry. The deployment of modular liquefied natural gas solutions, such as Fast LNG in Altamira, demonstrates that innovation also means rethinking how infrastructure is developed, reducing implementation times and responding more quickly to market demands. 

This is where we should pay close attention, because innovation is not necessarily about building more infrastructure; it is about making better decisions regarding how infrastructure should be built. 

The same principle is beginning to emerge in Mexican companies, such as OILTECH, which are incorporating robotic solutions to perform specialized work in industrial facilities on a continuous basis, 24 hours a day, in highly demanding environments. Beyond the technological advancement itself, the real value lies in reducing workers' exposure to high-risk activities, increasing operational continuity, and making processes more predictable in situations where every interruption represents additional costs, operational risks and lost efficiency. 

In this context, robotics ceases to be an end in itself; it becomes a tool for operating with greater certainty. 

The case of DIAVAZ also deserves reflection. We often associate innovation with developing entirely new technologies. However, an important part of industrial competitiveness comes from a different capability: executing complex operations with technical discipline, high safety standards and operational reliability. 

Executional excellence is also innovation when it consistently delivers results in environments where the margin for error is minimal. Meanwhile, institutions such as the Mexican Petroleum Institute (IMP) and research centers such as CIMAT continue strengthening the country's scientific and technological capabilities. 

The challenge no longer seems to be generating knowledge alone. The real challenge is accelerating its transfer into industrial applications capable of scaling, generating productivity and becoming competitive advantages across the entire value chain. 

After reviewing these different cases, one pattern became difficult to ignore. The technologies creating the greatest value today share one defining characteristic: they help us better understand the subsurface, anticipate risks, strengthen asset integrity, reduce response times, increase workforce safety and, above all, improve the quality of decision-making. In other words, productivity begins long before the first barrel is produced. It begins when an organization understands what it still cannot see. 

Perhaps that is why I am concerned that much of the public conversation continues to focus almost exclusively on production indicators, financial results, and political debates. Those issues will remain relevant, certainly, but they hardly explain where the industry is actually heading. 

From our experience at Alliance, connecting operators, service companies, technology providers, universities, and industry organizations, we witness that transformation every day: when an engineer has better data to make a decision, when an algorithm identifies a risk before it becomes an incident, when an operation can be executed more safely, or when a technology prevents an error that could have cost millions of dollars. That transformation rarely makes headlines, yet it will probably have a greater impact on the competitiveness of the sector over the next decade than many of the issues currently dominating the public debate. 

Mexico has the talent, universities, research centers, operators, service companies, and technology providers capable of leading that transformation. The opportunity is already there. The next step is to accelerate collaboration among all of them in order to transform knowledge into productivity, productivity into competitiveness and competitiveness into national development. 

This is precisely where collaboration infrastructure becomes strategic, because collaboration does not happen spontaneously; it requires spaces where knowledge, technology and operational needs genuinely come together. 

Perhaps, then, it is time to begin measuring innovation differently. Not simply by the number of technologies available or the number of projects announced, but by the quality of the decisions those technologies make possible. Because innovation does not create value merely by incorporating more technology; it creates value by enabling better decisions. 

The next competitive advantage of Mexico's oil and gas industry will probably not belong solely to those capable of producing more. It will belong to those capable of understanding complexity before making the next decision. Because, ultimately, every barrel begins long before it reaches the surface. It begins with a decision. And perhaps that is the conversation we should begin having.