fresh funds

Houston joint venture secures $5.2M for AI-powered methane tracking tech

Envana Software Solutions' tech allows an oil and gas company to see a full inventory of greenhouse gases. Photo via Getty Images

Houston-based Envana Software Solutions has received more than $5.2 million in federal and non-federal funding to support the development of technology for the oil and gas sector to monitor and reduce methane emissions.

Thanks to the work backed by the new funding, Envana says its suite of emissions management software will become the industry's first technology to allow an oil and gas company to obtain a full inventory of greenhouse gases.

The funding comes from a more than $4.2 million grant from the U.S. Department of Energy (DOE) and more than $1 million in non-federal funding.

“Methane is many times more potent than carbon dioxide and is responsible for approximately one-third of the warming from greenhouse gases occurring today,” Brad Crabtree, assistant secretary at DOE, said in 2024.

With the funding, Envana will expand artificial intelligence (AI) and physics-based models to help detect and track methane emissions at oil and gas facilities.

“We’re excited to strengthen our position as a leader in emissions and carbon management by integrating critical scientific and operational capabilities. These advancements will empower operators to achieve their methane mitigation targets, fulfill their sustainability objectives, and uphold their ESG commitments with greater efficiency and impact,” says Nagaraj Srinivasan, co-lead director of Envana.

In conjunction with this newly funded project, Envana will team up with universities and industry associations in Texas to:

  • Advance work on the mitigation of methane emissions
  • Set up internship programs
  • Boost workforce development
  • Promote environmental causes

Envana, a software-as-a-service (SaaS) startup, provides emissions management technology to forecast, track, measure and report industrial data for greenhouse gas emissions.

Founded in 2023, Envana is a joint venture between Houston-based Halliburton, a provider of products and services for the energy industry, and New York City-based Siguler Guff, a private equity firm. Siguler Gulf maintains an office in Houston.

“Envana provides breakthrough SaaS emissions management solutions and is the latest example of how innovation adds to sustainability in the oil and gas industry,” Rami Yassine, a senior vice president at Halliburton, said when the joint venture was announced.

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A View From HETI

No critical minerals, no modern economy. Getty images

If you’re reading this on a phone, driving an EV, flying in a plane, or relying on the power grid to keep your lights on, you’re benefiting from critical minerals. These are the building blocks of modern life. Things like copper, lithium, nickel, rare earth elements, and titanium, they’re found in everything from smartphones to solar panels to F-35 fighter jets.

In short: no critical minerals, no modern economy.

These minerals aren’t just useful, they’re essential. And in the U.S., we don’t produce enough of them. Worse, we’re heavily dependent on countries that don’t always have our best interests at heart. That’s a serious vulnerability, and we’ve done far too little to fix it.

Where We Use Them and Why We’re Behind

Let’s start with where these minerals show up in daily American life:

  • Electric vehicles need lithium, cobalt, and nickel for batteries.
  • Wind turbines and solar panels rely on rare earths and specialty metals.
  • Defense systems require titanium, beryllium, and rare earths.
  • Basic infrastructure like power lines and buildings depend on copper and aluminum.

You’d think that something so central to the economy, and to national security, would be treated as a top priority. But we’ve let production and processing capabilities fall behind at home, and now we’re playing catch-up.

The Reality Check: We’re Not in Control

Right now, the U.S. is deeply reliant on foreign sources for critical minerals, especially China. And it’s not just about mining. China dominates processing and refining too, which means they control critical links in the supply chain.

Gabriel Collins and Michelle Michot Foss from the Baker Institute lay all this out in a recent report that every policymaker should read. Their argument is blunt: if we don’t get a handle on this, we’re in trouble, both economically and militarily.

China has already imposed export controls on key rare earth elements like dysprosium and terbium which are critical for magnets, batteries, and defense technologies, in direct response to new U.S. tariffs. This kind of tit-for-tat escalation exposes just how much leverage we’ve handed over. If this continues, American manufacturers could face serious material shortages, higher costs, and stalled projects.

We’ve seen this movie before, in the pandemic, when supply chains broke and countries scrambled for basics like PPE and semiconductors. We should’ve learned our lesson.

We Do Have a Stockpile, But We Need a Strategy

Unlike during the Cold War, the U.S. no longer maintains comprehensive strategic reserves across the board, but we do have stockpiles managed by the Defense Logistics Agency. The real issue isn’t absence, it’s strategy: what to stockpile, how much, and under what assumptions.

Collins and Michot Foss argue for a more robust and better-targeted approach. That could mean aiming for 12 to 18 months worth of demand for both civilian and defense applications. Achieving that will require:

  • Smarter government purchasing and long-term contracts
  • Strategic deals with allies (e.g., swapping titanium for artillery shells with Ukraine)
  • Financing mechanisms to help companies hold critical inventory for emergency use

It’s not cheap, but it’s cheaper than scrambling mid-crisis when supplies are suddenly cut off.

The Case for Advanced Materials: Substitutes That Work Today

One powerful but often overlooked solution is advanced materials, which can reduce our dependence on vulnerable mineral supply chains altogether.

Take carbon nanotube (CNT) fibers, a cutting-edge material invented at Rice University. CNTs are lighter, stronger, and more conductive than copper. And unlike some future tech, this isn’t hypothetical: we could substitute CNTs for copper wire harnesses in electrical systems today.

As Michot Foss explained on the Energy Forum podcast:

“You can substitute copper and steel and aluminum with carbon nanotube fibers and help offset some of those trade-offs and get performance enhancements as well… If you take carbon nanotube fibers and you put those into a wire harness… you're going to be reducing the weight of that wire harness versus a metal wire harness like we already use. And you're going to be getting the same benefit in terms of electrical conductivity, but more strength to allow the vehicle, the application, the aircraft, to perform better.”

By accelerating R&D and deployment of CNTs and similar substitutes, we can reduce pressure on strained mineral supply chains, lower emissions, and open the door to more secure and sustainable manufacturing.

We Have Tools. We Need to Use Them.

The report offers a long list of solutions. Some are familiar, like tax incentives, public-private partnerships, and fast-tracked permits. Others draw on historical precedent, like “preclusive purchasing,” a WWII tactic where the U.S. bought up materials just so enemies couldn’t.

We also need to get creative:

  • Repurpose existing industrial sites into mineral hubs
  • Speed up R&D for substitutes and recycling
  • Buy out risky foreign-owned assets in friendlier countries

Permitting remains one of the biggest hurdles. In the U.S., it can take 7 to 10 years to approve a new critical minerals project, a timeline that doesn’t match the urgency of our strategic needs. As Collins said on the Energy Forum podcast:

“Time kills deals... That’s why it’s more attractive generally to do these projects elsewhere.”

That’s the reality we’re up against. Long approval windows discourage investment and drive developers to friendlier jurisdictions abroad. One encouraging step is the use of the Defense Production Act to fast-track permitting under national security grounds. That kind of shift, treating permitting as a strategic imperative, must become the norm, not the exception.

It’s Time to Redefine Sustainability

Sustainability has traditionally focused on cutting carbon emissions. That’s still crucial, but we need a broader definition. Today, energy and materials security are just as important.

Countries are now weighing cost and reliability alongside emissions goals. We're also seeing renewed attention to recycling, biodiversity, and supply chain resilience.

Net-zero by 2050 is still a target. But reality is forcing a more nuanced discussion:

  • What level of warming is politically and economically sustainable?
  • What tradeoffs are we willing to make to ensure energy access and affordability?

The bottom line: we can’t build a clean energy future without secure access to materials. Recycling helps, but it’s not enough. We'll need new mines, new tech, and a more flexible definition of sustainability.

My Take: We’re Running Out of Time

This isn’t just a policy debate. It’s a test of whether we’ve learned anything from the past few years of disruption. We’re not facing an open war, but the risks are real and growing.

We need to treat critical minerals like what they are: a strategic necessity. That means rebuilding stockpiles, reshoring processing, tightening alliances, and accelerating permitting across the board.

It won’t be easy. But if we wait until a real crisis hits, it’ll be too late.

———

Scott Nyquist is a senior advisor at McKinsey & Company and vice chairman, Houston Energy Transition Initiative of the Greater Houston Partnership. The views expressed herein are Nyquist's own and not those of McKinsey & Company or of the Greater Houston Partnership. This article originally appeared on LinkedIn on April 11, 2025.


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