mixed reviews

Houston's energy industry deemed both a strength and weakness on global cities report

Houston could have ranked higher on a global report of top cities in the world if it had a bit more business diversification. Photo via Getty Images

A new analysis positions the Energy Capital of the World as an economic dynamo, albeit a flawed one.

The recently released Oxford Economics Global Cities Index, which assesses the strengths and weaknesses of the world’s 1,000 largest cities, puts Houston at No. 25.

Houston ranks well for economics (No. 15) and human capital (No. 18), but ranks poorly for governance (No. 184), environment (No. 271), and quality of life (No. 298).

New York City appears at No. 1 on the index, followed by London; San Jose, California; Tokyo; and Paris. Dallas lands at No. 18 and Austin at No. 39.

In its Global Cities Index report, Oxford Economics says Houston’s status as “an international and vertically integrated hub for the oil and gas sector makes it an economic powerhouse. Most aspects of the industry — downstream, midstream, and upstream — are managed from here, including the major fuel refining and petrochemicals sectors.”

“And although the city has notable aerospace and logistics sectors and has diversified into other areas such as biomedical research and tech, its fortunes remain very much tied to oil and gas,” the report adds. “As such, its economic stability and growth lag other leading cities in the index.”

The report points out that Houston ranks highly in the human capital category thanks to the large number of corporate headquarters in the region. The Houston area is home to the headquarters of 26 Fortune 500 companies, including ExxonMobil, Hewlett Packard Enterprise, and Sysco.

Another contributor to Houston’s human capital ranking, the report says, is the presence of Rice University, the University of Houston and the Texas Medical Center.

“Despite this,” says the report, “it lacks the number of world-leading universities that other cities have, and only performs moderately in terms of the educational attainment of its residents.”

Slower-than-expected population growth and an aging population weaken Houston’s human capital score, the report says.

Meanwhile, Houston’s score for quality is life is hurt by a high level of income inequality, along with a low life expectancy compared with nearly half the 1,000 cities on the list, says the report.

Also in the quality-of-life bucket, the report underscores the region’s variety of arts, cultural, and recreational activities. But that’s offset by urban sprawl, traffic congestion, an underdeveloped public transportation system, decreased air quality, and high carbon emissions.

Furthermore, the report downgrades Houston’s environmental stature due to the risks of hurricanes and flooding.

“Undoubtedly, Houston is a leading business [center] that plays a key role in supporting the U.S. economy,” says the report, “but given its shortcomings in other categories, it will need to follow the path of some of its more well-rounded peers in order to move up in the rankings.”

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This article originally ran on InnovationMap.

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A View From HETI

Merab Momen, founder of AI CTO Services. Courtesy Photo

Artificial intelligence is now everywhere. It is mentioned in every startup pitch deck, and every corporate roadmap claims to use it. However, many early-stage businesses struggle with the simple question, “What does AI actually mean for my business?”

In a recent podcast episode of EnergyTech Startups, Merab Momen, founder of AI CTO Services and a long time AI practitioner, explains why most founders misunderstand AI, how startups can practically apply it and why Houston is quietly becoming a serious hub for AI-driven innovation.

Filling the AI Leadership Gap

Merab’s career has spanned decades of technology transitions. He worked on neutral networks in the 1990s, constructed computer vision systems long before they were common, and helped install AI solutions inside huge industrial companies. However, he noticed a huge problem when generative AI started to explode into the mainstream-The requirement of a real partner by the founders for AI integration but inability to rely on a full-time CTO and project-based consultants.

“I really needed something which is much more engaging where I can give that partner-level advice to the founders,” he said. By giving firms on-demand access to high-level AI knowledge and expertise, his methodology enables them to analyse tools, steer clear of cost blunders and eventually transition to a permanent technology leader when the time is right.

AI is Older than Most People Think

Despite its recent rise in popularity, AI is nothing new. AI actually began in the 1950s. Merab in his conversation explained how he worked on his first AI project back in the year 1996 that worked perfectly, but the processing power wasn’t just there to make it practical. He continued how he utilized the swarm intelligence models to optimize supply chains, now referred to as MLPOs and data engineering.

From Language Models to Physical World

Much of the public conversation about AI revolves around chatbots and text generation. But Merab sees far greater potential in AI’s interaction with the physical world, especially in industrial settings. He emphasized edge computing and vision language models (VLMs) as significant advances in manufacturing and energy. This physical shift is opening doors for new opportunities for robotics, automated inspections, and industrial safety applications. Merab added that Houston is uniquely positioned for this transition.

Why Houston has an AI Advantage

Silicon Valley may dominate the AI headlines, but Merab believes Houston’s advantage lies beneath the surface. The city doesn’t lag in AI utilization; it just operates in industries where results show differently.

Machine learning isn’t new to Houston’s core industries. Energy companies, manufacturers, logistics providers, and healthcare systems have been using advanced analytics for decades. The difference lies in them innovating in industrial sectors rather than consumer technology.

What’s Next

With the AI CTO Services growing, Merab is working with startups across industries to deploy AI in practical, business-first ways.

He is more interested in assisting founders in finding answers to critical issues than following new trends.

For Houston’s energy and climate tech community, it needs to transform AI enthusiasm into real-world impact.

Listen to the full conversation with Mehrab Momin on the Energy Tech Startups Podcast to learn more.

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Energy Tech Startups Podcast is hosted by Jason Ethier and Nada Ahmed. It delves into Houston's pivotal role in the energy transition, spotlighting entrepreneurs and industry leaders shaping a low-carbon future.


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