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Greentown scores federal funding, Houston startups win big, and more trending energy transition news

Three Houston energy tech startups win awards at local innovation event — and more top stories from the week. Photo by Emily Jaschke/InnovationMap

Editor's note: It's been a busy news week for energy transition in Houston, and some of this week's headlines resonated with EnergyCapital readers on social media and daily newsletter. Trending news included wins for Houston energy tech startups, federal funding for Greentown Houston, and more.

Canadian company secures Houston funding, relocates HQ

Ambyint has fresh funding and a new main office. Photo via Getty Images

An AI-powered energy tech company has raised additional funding and relocated it's main office to Canada.

Ambyint, a Canadian-founded company that's had a Houston presence for a few years, has announced its latest round of funding and new headquarters. The software company provides energy customers with its AI-powered production and artificial lift optimization platform.

The funding comes from existing investors, Houston-based Mercury and Montrose Lane, plus two new investors, BDC Capital and Accelerate Fund III. The undisclosed amount of funding will go toward customer growth, hiring, and new enhancements to the technology, including expanding emissions mitigation capabilities.

"We have the wind in our sails and are extremely proud to see this transaction close,” Benjamin Kemp, CEO of Ambyint, says in a news release. “This investment allows us to double down on the energy market and further our AI-enabled optimization platform. Validation from our customers, talented employees, and investors is most welcome as we continue to scale.” Read more.

3 Houston energy startups score awards at annual innovation event

Three energy tech startups secured wins at the Houston Innovation Awards. Photos courtesy

Three energy tech startups scored wins this week at the annual Houston Innovation Awards.

The awards program — hosted by EnergyCapital's sister site, InnovationMap, and Houston Exponential — named its winners on November 8 at the Houston Innovation Awards. The program was established to honor the best and brightest companies and individuals from the city's innovation community.

Eighteen Houston energy startups were named finalists last month across categories, and three won awards. Read more.

Greentown Houston selected for federal program that's accelerating tech entrepreneurship

Greentown Houston has received funding from the EDA. Photo via GreentownLabs.com

Sixty organizations across the country have received a grant from the United States Department of Commerce — and one recipient is based in Houston.

Greentown Labs, dual located in Houston and Somerville, Massachusetts, has received a grant from the 10th cohort of the Economic Development Administration's “Build to Scale” program for its Houston location. The $53 million of funding was awarded to 60 organizations across 36 states, the District of Columbia, and Puerto Rico. All of the programs support technology entrepreneurs across industries.

“The Biden-Harris Administration is Investing in America to help create entrepreneurial ecosystems across the country and put quality, 21st century job opportunities in people’s backyards,” Secretary of Commerce Gina Raimondo says in the press release. “The ‘Build to Scale’ program will unlock innovation potential in regions all over the nation, improving our economic competitiveness now, and for decades to come.” Read more.

Oxy subsidiary gets $550M boost to form new CCUS joint venture

Oxy, which broke ground on its DAC project Stratos earlier this year, has secured a $550 million commitment from a financial partner. Photo via 1pointfive.com

Occidental Petroleum’s direct air capture (DAC) initiative just got a more than half-a-billion-dollar investment from Blackrock, the world’s largest asset management company.

Houston-based Occidental announced November 7 that on behalf of its investment clients, BlackRock has agreed to pump $550 million into the DAC facility, called Stratos, that Oxy is building in the Midland-Odessa area. The investment will be carried out through a joint venture between BlackRock and Oxy subsidiary 1PointFive, which specializes in carbon capture, utilization, and sequestration (CCUS).

A groundbreaking ceremony for Stratos — being billed as the world’s largest DAC operation — was held in April 2023. Construction is scheduled to be completed in mid-2025. The facility is expected to capture up to 500,000 metric tons of carbon dioxide each year. Read more.

Global corporation to open generative AI studio geared toward energy, chemicals industries in Houston

Accenture's Houston hub will introduce a new generative AI studio. Photo via Getty Images

Accenture has announced a new studio coming to Houston that will help its industrial clients with generative artificial intelligence.

The company announced that it will launch a network of studios across North America that will work with clients to explore generative AI applications in business. The initiative will support companies in navigating use cases, conducting AI pilots, and scaling programs. The studios will be in Accenture Innovation Hubs in Chicago, Houston, New York, San Francisco, Toronto and Washington, D.C.

“The studios are designed to help our clients move from interest to action to value, in a responsible way with clear business cases,” Manish Sharma, North America CEO of Accenture, says in the news release. “We are constantly refreshing our learnings from more than 3,000 client conversations on generative AI this year. We use these conversations as demand signals to understand the real-world challenges our clients face and invest in the areas of greatest need and opportunity.” Read more.

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A View From HETI

A new generation of technology is making it faster, safer, and more cost-effective to identify CUI. Courtesy photo

Corrosion under insulation (CUI) accounts for roughly 60% of pipeline leaks in the U.S. oil and gas sector. Yet many operators still rely on outdated inspection methods that are slow, risky, and economically unsustainable.

This year, widespread budget cuts and layoffs across the sector are forcing refineries to do more with less. Efficiency is no longer a goal; it’s a mandate. The challenge: how to maintain safety and reliability without overextending resources?

Fortunately, a new generation of technologies is gaining traction in the oil and gas industry, offering operators faster, safer, and more cost-effective ways to identify and mitigate CUI.

Hidden cost of corrosion

Corrosion is a pervasive threat, with CUI posing the greatest risk to refinery operations. Insulation conceals damage until it becomes severe, making detection difficult and ultimately leading to failure. NACE International estimates the annual cost of corrosion in the U.S. at $276 billion.

Compounding the issue is aging infrastructure: roughly half of the nation’s 2.6 million miles of pipeline are over 50 years old. Aging infrastructure increases the urgency and the cost of inspections.

So, the question is: Are we at a breaking point or an inflection point? The answer depends largely on how quickly the industry can move beyond inspection methods that no longer match today's operational or economic realities.

Legacy methods such as insulation stripping, scaffolding, and manual NDT are slow, hazardous, and offer incomplete coverage. With maintenance budgets tightening, these methods are no longer viable.

Why traditional inspection falls short

Without question, what worked 50 years ago no longer works today. Traditional inspection methods are slow, siloed, and dangerously incomplete.

Insulation removal:

  • Disruptive and expensive.
  • Labor-intensive and time-consuming, with a high risk of process upsets and insulation damage.
  • Limited coverage. Often targets a small percentage of piping, leaving large areas unchecked.
  • Health risks: Exposes workers to hazardous materials such as asbestos or fiberglass.

Rope access and scaffolding:

  • Safety hazards. Falls from height remain a leading cause of injury.
  • Restricted time and access. Weather, fatigue, and complex layouts limit coverage and effectiveness.
  • High coordination costs. Multiple contractors, complex scheduling, and oversight, which require continuous monitoring, documentation, and compliance assurance across vendors and protocols drive up costs.

Spot checks:

  • Low detection probability. Random sampling often fails to detect localized corrosion.
  • Data gaps. Paper records and inconsistent methods hinder lifecycle asset planning.
  • Reactive, not proactive: Problems are often discovered late after damage has already occurred.

A smarter way forward

While traditional NDT methods for CUI like Pulsed Eddy Current (PEC) and Real-Time Radiography (RTR) remain valuable, the addition of robotic systems, sensors, and AI are transforming CUI inspection.

Robotic systems, sensors, and AI are reshaping how CUI inspections are conducted, reducing reliance on manual labor and enabling broader, data-rich asset visibility for better planning and decision-making.

ARIX Technologies, for example, introduced pipe-climbing robotic systems capable of full-coverage inspections of insulated pipes without the need for insulation removal. Venus, ARIX’s pipe-climbing robot, delivers full 360° CUI data across both vertical and horizontal pipe circuits — without magnets, scaffolding, or insulation removal. It captures high-resolution visuals and Pulsed Eddy Current (PEC) data simultaneously, allowing operators to review inspection video and analyze corrosion insights in one integrated workflow. This streamlines data collection, speeds up analysis, and keeps personnel out of hazardous zones — making inspections faster, safer, and far more actionable.

These integrated technology platforms are driving measurable gains:

  • Autonomous grid scanning: Delivers structured, repeatable coverage across pipe surfaces for greater inspection consistency.
  • Integrated inspection portal: Combines PEC, RTR, and video into a unified 3D visualization, streamlining analysis across inspection teams.
  • Actionable insights: Enables more confident planning and risk forecasting through digital, shareable data—not siloed or static.

Real-world results

Petromax Refining adopted ARIX’s robotic inspection systems to modernize its CUI inspections, and its results were substantial and measurable:

  • Inspection time dropped from nine months to 39 days.
  • Costs were cut by 63% compared to traditional methods.
  • Scaffolding was minimized 99%, reducing hazardous risks and labor demands.
  • Data accuracy improved, supporting more innovative maintenance planning.

Why the time is now

Energy operators face mounting pressure from all sides: aging infrastructure, constrained budgets, rising safety risks, and growing ESG expectations.

In the U.S., downstream operators are increasingly piloting drone and crawler solutions to automate inspection rounds in refineries, tank farms, and pipelines. Over 92% of oil and gas companies report that they are investing in AI or robotic technologies or have plans to invest soon to modernize operations.

The tools are here. The data is here. Smarter inspection is no longer aspirational — it’s operational. The case has been made. Petromax and others are showing what’s possible. Smarter inspection is no longer a leap but a step forward.

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Tyler Flanagan is director of service & operations at Houston-based ARIX Technologies.


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