Houston facts

Report: Houston's energy transition economy sees momentum, including $6.1B in financing in 2022

According to the facts, Houston's energy transition is moving in the right direction. Photo via Getty Images

In Houston, the energy transition movement is in full effect — at least, according to the facts and figures from a recently released report.

The Greater Houston Partnership released its 2023 Houston Facts report, which analyzes the business community across sectors. The report highlights the fact that last year Houston's energy transition brought in $6.1 billion in financing from private market investments, which represents a 61.9 percent increase compared to 2021.

"Over the last five years, Houston has seen constant growth in annual energy transition investments, with a notable surge observed from 2020 onwards," reads the report.

Corporate and strategic merger and acquisition investments are what dominated the five deal types, according to the report, representing 68.8 percent of the total investment in 2022. Additionally, private equity accounted for 19.3 percent of all deals, with venture capital comprising 9.5 percent.

Source: GHP analysis of data from the U.S. Environmental Protection Agency, Greenhouse Gas Reporting Program (GHGRP)

According to Houston Facts, there are 550 Houston-based energy transition companies working in battery/energy storage, biofuels, carbon capture, use, and storage, circular economy, and other energy value chains.

The report also looked at clean energy job growth, which increased from 66,047 professionals in the Houston metro area in 2021 to projected increase to 71,305 jobs in 2022. The fastest growing type of clean energy job is within energy efficiency, a section that accounts for 68.1 percent of total clean energy employment last year, which increased 28.2 percent from 2021. Additionally, clean vehicle employment also saw a 14.7 percent increase while job counts in grid and storage and clean fuel applications declined notably in 2022, per the report.

Compared nationally, personal finance website SmartAsset recently ranked the Houston metro area as the fifth best place in the U.S. for green jobs, which pay an average of 21 percent more than other jobs. The SmartAsset study found that 2.23 percent of workers in the Houston area hold down jobs classified as “green.”

Source: GHP analysis and estimates of data from the U.S. Energy and Employment Report (USEER) and The Energy Futures Initiative (EFI), the National Association of State Energy Officials (NASEO), BW Research Partnership (BWRP) and E2 (Environmental Entrepreneurs)

The report also analyzed Houston's progress when it comes to emissions. Here are some of the Houston Facts on emission data from the U.S. Environment Protection Agency and the Greenhouse Gas Reporting Program:

  • Houston's power plant sector was as the largest greenhouse gas emitter with 43.2 percent of the region's total industrial emissions, and the sector has had an overall increasing trend over the past few years.
  • With 27.5 percent of industrial emissions, the chemicals sector came in No. 2, but the sector peaked in 2018, slightly declined in 2019, and have remained relatively constant through 2021.
  • Refineries ranked third, with for 21.2 percent of emissions, and have remained stable without notable increase over the past few years.
  • Petroleum and natural gas sector emissions have consistently increased since 2012, except for 2017. That year, Houston's overall emission rate reached its lowest point in the past decade at 225.1 mtCO2e.
  • Currently, Houston's emission rate is slightly below the highest point of the past ten years, which was 243.2 mtCO2e recorded in 2012.
Houston Facts, as well as other reports and resources, is available on GHP's website.

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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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