Energy innovation expert, Barbara Burger, shares how she sees the future of energy playing out as a dance between mice — the startups — and elephants — the incumbent corporations. Photo via Getty Images

There is so much good to say about the state of innovation toward a lower carbon future. All the necessary ingredients seem to be here – passionate, committed and incredibly sharp innovators, capital support from seed to growth, incumbent corporations that are looking to decarbonize their base businesses and build new ones, and government agencies that have developed the incentives and programs that are needed to help navigate over the traditional valleys of death.

Why then is this so hard?

I spend a lot of my time now listening and learning from the startups (the mice) and the incumbent corporations (the elephant) and then looking for ways to help them better collaborate.

The questions I frequently get asked from both sides reflect the different worlds they live in. Many mice don’t know who to engage within the elephants — or, more importantly, how to engage with them. Nor is it often clear what the elephant might want to get out of a collaboration. Many elephants envision collaboration with startups at the conceptual level but don’t know how best to find the most promising ones nor what to do once they locate a promising one. There could likely be an entire book on the dance but for this article, let’s focus on the very early part of the dance.

Let’s assume that some early diligence has been done on one or both sides. Of course, we all know that most relationships start by one party pursuing the other (rather than some magical meeting at the center of the dance floor). Knowing the why for both parties is one of the best starts. Here’s some questions that might help with this.

For the startup, are you looking for validation of your technology solution, investment, pilots, customers, a development partner, a commercial or operating partner, an ultimate exit, or maybe all of the above? What stage of development are you at? This collaboration is key to your success; how important is it to the elephant’s success? Would your tech live outside of their fence line or within? The answers to these questions can help pinpoint where in the elephant you want to target for your initial discussions as well as start to figure out the elephant’s why.

For the incumbant corporation, are you looking for potential solutions to problems in your base business? Possible new businesses? Understanding of the landscape with a view on both threats and opportunities? How important is this problem to solve in the priorities of your company? How does the startup’s problem definition align with one that your company wants to address? What is your experience with trialing new technology? Are you okay with a startup that is backed by one of your competitors? How easily will it be to make the argument internally to get resources to deepen a relationship? If, given the go ahead internally, do you have team members that have the time and capability to collaborate with the startup? Are you willing to have it known that you are collaborating with the startup?

There are lots of questions here and the why is often an iterative journey for both sides. It is as much mindset, influence, strategy, champions, and risk tolerance at individual levels as it about technology and economics.

Let’s hope these questions get you out on the dance floor with a promising partner.

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Barbara J. Burger is a startup adviser and mentor and serves on the board of directors for Greentown Labs. She previously led corporate innovation for two decades at Chevron.

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6 Houston startups disrupting industries with innovative technology

meet the finalists

Houston is no stranger to technology that's shaping the future. As the longtime location of NASA Johnson Space Center to home base for new ventures disrupting industries with their technology, the Bayou City has had its finger on the pulse of what's new and next for decades.

The Deep Tech Business category in our 2025 Houston Innovation Awards will honor an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors.

Six deep tech companies have been named finalists for the 2025 award. They range from a company developing predictive software to accelerate the energy transition to a new venture that's developing humanoid robots.

Read more about these businesses, their founders and their breakthrough technologies below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled.

Tickets are now on sale for this exclusive event celebrating Houston Innovation.

ARIX Technologies

Industrial and robotics company ARIX Technologies is an integrated robotics and data analytics company that delivers inspection services. Its ARIX VENUS robot combines aerospace-grade engineering, advanced non-destructive testing (NDT) and AI-powered analytics to detect hidden corrosion under insulation for the downstream energy, petrochemical, and chemical processing sectors.

ARIX was founded in 2017 by Dianna Liu, a former ExxonMobil engineer. Craig Mallory serves as CEO. The company reports that it is scaling deployments with major Gulf Coast refineries, expanding its analytics platform to include predictive corrosion modeling and growing a global partner program.

Little Place Labs

Space tech company Little Place Labs is developing an AI, machine-learning software across a network of satellites that can provide insights from space in under seven minutes.

The company was founded in 2022 by CEO Bosco Lai and CTO Gaurav Bajaj. The company recently received an award from the U.S. Space Force that will support it in deploying multiple applications and products onto more than 55 satellites over the next 36 months for both national security and commercial use cases. The company won the Security, GovTech & Space competition at the SXSW Pitch showcase last year.

Newfound Materials

Newfound Materials has developed a predictive synthesis software platform for accelerating the discovery of novel materials for critical energy applications, such as batteries, magnets, catalysts, and more. It guides users on the best experiments to try in the lab to optimize the synthesis of their materials.

Newfound Materials was founded in 2024 by CEO Matthew McDermott and participated in the inaugural Activate cohort. The company plans to release a public web app soon. It also has plans to raise a pre-seed or angel round.

Paladin Drones

Paladian develops drone-as-first-responder (DFR) systems for public safety. Its technology gives first responders live aerial video before teams arrive, enabling quicker decisions, better resource allocation and reduced false alarms.

The company was founded in 2018 by Divyaditya Shrivastava and participated in the Y Combinator accelerator that year. The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In the future, it plans to expand its DFR deployments into more cities, offer new payload delivery capabilities (like delivering Narcan and life vests), and enhance deconfliction features.

Persona AI

Persona AI is building modularized humanoid robots that aim to deliver continuous, round-the-clock productivity and skilled labor for "dull, dirty, dangerous, and declining" jobs.

The company was founded by Houston entrepreneur Nicolaus Radford, who serves as CEO, along with CTO Jerry Pratt and COO Jide Akinyode. It raised eight figures in pre-seed funding this year and also expanded its operations at the Ion. The company is developing its prototype of a robot-welder for Hyundai's shipbuilding division, which it plans to unveil in 2026.

Tempest Droneworx

Tempest Droneworx provides real-time intelligence collected through drones, robots and sensors. Its Harbinger software platform shares data through a video game engine and aims to provide teams with early warning and insight to help them make decisions faster.

The company was founded in 2021 by CEO Ty Audronis and COO Dana Abramovitz. It participated in the Mass Challenge Air Force Labs and won the Best Speed Pitch at SXSW earlier this year. The company is currently raising a $2.5M seed round.

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The Houston Innovation Awards program is sponsored by Houston Community College, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.


Houston has the lowest inflation problem in the U.S., new study finds

Money Talk

Despite the national inflation rate sitting at 3 percent as of September 2025, the impact of inflation on Houston and the surrounding area isn't as severe as the rest of the U.S., a new study has revealed.

Houston-The Woodlands-Sugar Land ranked as the metro with the smallest inflation problem in the U.S. in WalletHub's October 2025 "Changes in Inflation by City" report.

The study tracked inflation changes for 23 major metropolitan statistical areas (MSAs) using Consumer Price Index data from the latest month available and compared to data from two months prior. The analysis also factored in inflation data from last year to analyze both short- and long-term inflation changes.

Compared to two months ago, the inflation rate in Houston fell by 0.1 percent, and local inflation is only 1.10 percent higher than it was a year ago, WalletHub said.

Houston residents may be feeling the sting a lot less than they did in January 2024, when WalletHub said the city had the 7th highest inflation rate in the country. And yet, Houstonians are increasingly concerned with the economy and its effects on inflation, a recent University of Houston survey found.

A separate WalletHub study named Texas the No. 1 most "financially distressed" state in the U.S. for 2025, adding to the severity of Texans' economical woes.

U.S. cities with the worst inflation problems

Denver-Aurora-Lakewood, Colorado topped the list as the city with the No. 1 worst inflation problem as of September. The Denver metro saw a 1 percent uptick in inflation when compared to two months prior, and it's 3.10 percent higher than it was a year ago.

Elsewhere in Texas, WalletHub ranked Dallas-Fort Worth-Arlington as the metro with the 8th lowest inflation problem nationwide. That's a fair shift from a previous report from June 2025 that ranked DFW the No. 1 U.S. metro with the lowest inflation issues.

The top 10 metros where inflation has risen the most as of September 2025 are:

  • No. 1 – Denver-Aurora-Lakewood, Colorado
  • No. 2 – Los Angeles-Long Beach-Anaheim, California
  • No. 3 – Chicago-Naperville-Elgin, Illinois-Indiana-Wisconsin
  • No. 4 – Boston-Cambridge-Newton, Massachusetts-New Hampshire
  • No. 5 –Minneapolis-St. Paul-Bloomington, Minnesota-Wisconsin
  • No. 6 – (tied) Philadelphia-Camden-Wilmington, Pennsylvania-New Jersey-Delaware-Maryland and Washington-Arlington-Alexandria, D.C.-Virginia-Maryland-West Virginia
  • No. 8 – Anchorage, Alaska
  • No. 9 – New York-Newark-Jersey City, New York-New Jersey-Pennsylvania
  • No. 10 – San Diego-Carlsbad, California
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This article originally appeared on CultureMap.com.

Axiom Space taps solar array developer for first space station module

space contract

Houston-based Axiom Space is making progress on developing its commercial space station.

The company awarded Florida-based Redwire Corporation a contract to develop and deliver roll-out solar array (ROSA) wings to power the Axiom Payload Power Thermal Module (AxPPTM), which will be the first module for the new space station.

AxPPTM will initially attach to the International Space Station. AxPPTM will later separate from the ISS and rendezvous with Axiom’s Habitat 1 (AxH1) on orbit. Eventually, an airlock, Habitat 2 (AxH2) and finally the Research and Manufacturing Facility (AxRMF) will be added to the first two Axiom modules.

AxPPTM is anticipated to launch toward the end of 2027. The two-module station (AxPPTM and AxH1) is expected to be operational as a free-flying station by 2028, and the full four-module station around 2030.

The modules will be integrated and assembled at Axiom Space’s Assembly and Integration facility, making them the first human-rated spacecraft built in Houston.

Redwire’s ROSA technology was originally developed for the ISS, according to Space News. It has yielded a 100 percent success rate on on-orbit performance. The technology has also been used on NASA’s Double Asteroid Redirection Test mission, the Maxar-built Power and Propulsion Element for the Artemis Lunar Gateway and Thales Alenia Space’s Space Inspire satellites.

“As a market leader for space power solutions, Redwire is proud to be selected as a strategic supplier to deliver ROSAs for Axiom Space’s first space station module,” Mike Gold, Redwire president of civil and international space, said in a news release. “As NASA and industry take the next steps to build out commercial space stations to maintain U.S. leadership in low-Earth orbit, Redwire continues to be the partner of choice, enabling critical capabilities to ensure on-orbit success.”