This week's roundup of Houston innovators includes Tim Crain of Intuitive Machines, Chelsea Williams of Northwestern Mutual, and Nicolaus Radford of Nauticus Robotics. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from space tech to robotics — recently making headlines in Houston innovation.

Tim Crain, co-founder and CTO of Intuitive Machines

Tim Crain joins the Houston Innovators Podcast. Photo via intuitivemachines.com

It might surprise many to learn that publicly traded, NASA-backed Intuitive Machines, which has emerged as a commercial leader within lunar access technology development, had several pivots before finding its niche within space innovation.

In fact, as Co-Founder and CTO Tim Crain explains on this week's episode of the Houston Innovators Podcast, the company was founded as a space-focused think tank. Crain, along with his co-founders CEO Steve Altemus and Chairman Kamal Ghaffarian, came together in 2013 to start Intuitive Machines, which recently moved into a $40 million headquarters in the Houston Spaceport.

"At the time, our thought was, 'let's take the best of human space flight engineering processes, disciplines, and know how, and look at how we might commercially deploy that for biomedical, energy, big data, and aerospace,'" Crain says on the show. "We wanted to look at how we use great engineering for some of the hard problems outside of NASA's aerospace sphere." Read more.

Chelsea Williams, financial adviser at Northwestern Mutual

Houston-based financial adviser Chelsea Williams helps clients overcome their unique generational financial uncertainties by equipping them with tips and resources to get them on the path to financial wellness. Photo courtesy

In a guest column for InnovationMap, Chelsea Williams, financial adviser at Northwestern Mutual, shared tips on overcoming financial uncertainty across different generations.

"While the types of financial stressors might vary across generations and cities, the most important step to managing financial uncertainty is initiating a conversation with an adviser," she writes in her column. "Just like going to the doctor regularly, routine financial check-ups are incredibly important to catch financial headaches early on and stay ahead of long-term financial health." Read more.

Nicolaus Radford, founder and CEO of Nauticus Robotics

Houston-based Nauticus Robotics founder, Nicolaus Radford, celebrated an acquisition for his company. Image via LinkedIn

A Houston company that harnesses the power of robotics hardware and programing for underwater use has made an acquisition.

Nauticus Robotics Inc. (NASDAQ: KITT) announced it has acquired 3D at Depth Inc., a Colorado-based company with a subsea light detection and range, LiDAR, technology for inspection and data services. The deal closed for approximately $34 million in stock, before certain purchase price adjustments and the assumption of debt, per the news release.

“The future of subsea services lies in autonomy, data gathering, and analytics,” Nicolaus Radford, Nauticus’ founder and CEO, says in the release. “LiDAR has long since been core to terrestrial autonomy and by adding 3D’s capabilities to the Nauticus Fleet, we enhance autonomous vehicles in the offshore market. This acquisition increases the value of Nauticus’ fleet services and positions the Company to capitalize on data acquisition and analytics for subsea operations.” Read more.

Houstonians in particular expressed more stress than other communities in terms of household finances and physical and mental health. Photo via Getty Images

Houston expert on tips on overcoming financial uncertainty across different generations

guest column

Whether you’re a millennial or baby boomer, financial uncertainty is not limited by age, with new data from Northwestern Mutual’s 2023 Planning & Progress Study revealing that most Americans are losing sleep at night because of it. Houstonians in particular expressed more stress than other communities in terms of household finances and physical and mental health, according to a recent survey.

While the types of financial stressors might vary across generations and cities, the most important step to managing financial uncertainty is initiating a conversation with an adviser. Just like going to the doctor regularly, routine financial check-ups are incredibly important to catch financial headaches early on and stay ahead of long-term financial health.

As a Houston-based financial adviser, I help my clients overcome their unique generational financial uncertainties by equipping them with tips and resources to get them on the path to financial wellness.

Understanding where financial uncertainty comes from generationally

  • Gen Z: Studies have shown that even while Gen Z is the most confident that they’ll be prepared for retirement when the time comes, they still struggle with feelings of uncertainty on how to achieve their specific financial goals. In my experience, I have found that uncertainty among this age group often stems from a lack of financial literacy surrounding their finances. A recent financial literacy study revealed that Gen Z respondents averaged the lowest at 43 percent in answering finance-related questions correctly.
  • Millennials: Millennials equally suffer from feelings of anxiety about money, with 54 percent of millennial respondents in the P&P study indicating that financial anxiety causes them to feel depressed compared to just 20 percent of baby boomers. Millennials have lived through a pandemic, The Great Recession and slow economic growth, making their mental health and financial wellness a top priority.
  • Gen X: Even while financial uncertainty typically starts to recede later in life at this age, Gen X is facing a turning point as they get closer and closer to retirement. Studies have shown that most Americans believe they will need about $1.27 million to retire comfortably and yet, I see many individuals only recognizing the importance of retirement planning between the ages of 40 and 50. With Gen X holding about six times more debt than their parents did at that age, it’s important for this age group to consider some proactive debt and retirement strategies.
  • Baby boomers: This group has the lowest amount of financial uncertainty, but that doesn’t mean it is nonexistent. I hear a lot of baby boomers state that they wish they had started investing sooner or they wish they had conversations about their finances sooner. As such, this group is typically the most concerned about managing their existing assets and living comfortably for the rest of their lives.

Overcoming financial uncertainty

  • Increase financial literacy: Both millennials and Gen Z grew up in the digital age and expect their financial experiences to be reflective of that. For employers with Gen Z employees, working with a Northwestern Mutual financial adviser on resources to increase financial literacy can be a helpful first step. This could include on-demand webinars, digital toolkits and interactive online portals to access and view their finances.
  • Ensure every dollar has a job: Across all generations, it’s important to ensure no dollar is wasted. In other words, understanding how much of your income should be allocated toward expenses, retirement, savings, etc. is crucial. I typically recommend a budgeting rule that no more than half of an individual’s income goes toward expenses.
  • Initiate financial planning discussions early on: While it may seem daunting, results from the P&P study show that an average of 76 percent of individuals who work with a financial adviser have an overall boost to confidence. With Gen Z often heavily relying on family members for money management, it is important that family members from older generations encourage them to start saving or to consult with a financial adviser at a young age.
  • Take proactive steps toward your finances: No matter what age you are, there are always active steps you can be taking with your finances. Consider increasing the contribution amount to your 401(k) savings plan or working with a financial adviser to diversify your existing investments – or talk to your financial adviser about refinancing opportunities or debt strategies that tackle higher interest loans you may have.

Whether you’re in your 20s or your 50s, financial advisers are uniquely prepared to help you at any stage of your life – and overcome whatever uncertainties you may be facing.


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Chelsea Williams is a financial adviser at Northwestern Mutual. She's based in Houston and has clients across the country.

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Autonomous truck company with Houston routes goes public

on a roll

Kodiak Robotics, a provider of AI-powered autonomous vehicle technology, has gone public through a SPAC merger and has rebranded as Kodiak AI. The company operates trucking routes to and from Houston, which has served as a launchpad for the business.

Privately held Kodiak, founded in 2018, merged with a special purpose acquisition company — publicly held Ares Acquisition Corp. II — to form Kodiak AI, whose stock now trades on the Nasdaq market.

In September, Mountain View, California-based Kodiak and New York City-based Ares disclosed a $145 million PIPE (private investment in public equity) investment from institutional investors to support the business combo. Since announcing the SPAC deal, more than $220 million has been raised for the new Kodiak.

“We believe these additional investments underscore our investors’ confidence in the value proposition of Kodiak’s safe and commercially deployed autonomous technology,” Don Burnette, founder and CEO of Kodiak, said in a news release.

“We look forward to leading the advancement of the commercial trucking and public sector industries,” he added, “and delivering on the exciting value creation opportunities ahead to the benefit of customers and shareholders.”

Last December, Kodiak debuted a facility near George Bush Intercontinental/Houston Airport for loading and loading driverless trucks. Transportation and logistics company Ryder operates the “truckport” for Ryder.

The facility serves freight routes to and from Houston, Dallas and Oklahoma City. Kodiak’s trucks currently operate with or without drivers. Kodiak’s inaugural route launched in 2024 between Houston and Dallas.

One of the companies using Kodiak’s technology is Austin-based Atlas Energy Solutions, which owns and operates four driverless trucks equipped with Kodiak’s driver-as-a-service technology. The trucks pick up fracking sand from Atlas’ Dune Express, a 42-mile conveyor system that carries sand from Atlas’ mine to sites near customers’ oil wells in the Permian Basin.

Altogether, Atlas has ordered 100 trucks that will run on Kodiak’s autonomous technology in an effort to automate Atlas’ supply chain.

Rice University scientists invent new algorithm to fight Alzheimer's

A Seismic Breakthrough

A new breakthrough from researchers at Rice University could unlock the genetic components that determine several human diseases such as Parkinson's and Alzheimer's.

Alzheimer's disease affected 57 million people worldwide in 2021, and cases in the United States are expected to double in the next couple of decades. Despite its prevalence and widespread attention of the condition, the full mechanisms are still poorly understood. One hurdle has been identifying which brain cells are linked to the disease.

For years, it was thought that the cells most linked with Alzheimer's pathology via DNA evidence were microglia, infection-fighting cells in the brain. However, this did not match with actual studies of Alzheimer's patients' brains. It's the memory-making cells in the human brain that are implicated in the pathology.

To prove this link, researchers at Rice, alongside Boston University, developed a computational algorithm called “Single-cell Expression Integration System for Mapping Genetically Implicated Cell Types," or SEISMIC. It allows researchers to zero in on specific neurons linked to Alzheimer's, the first of its kind. Qiliang Lai, a Rice doctoral student and the lead author of a paper on the discovery published in Nature Communications, believes that this is an important step in the fight against Alzheimer's.

“As we age, some brain cells naturally slow down, but in dementia — a memory-loss disease — specific brain cells actually die and can’t be replaced,” said Lai. “The fact that it is memory-making brain cells dying and not infection-fighting brain cells raises this confusing puzzle where DNA evidence and brain evidence don’t match up.”

Studying Alzheimer's has been hampered by the limitations of computational analysis. Genome-wide association studies (GWAS) and single-cell RNA sequencing (scRNA-seq) map small differences in the DNA of Alzheimer's patients. The genetic signal in these studies would often over-emphasize the presence of infection fighting cells, essentially making the activity of those cells too "loud" statistically to identify other factors. Combined with greater specificity in brain regional activity, SEISMIC reduces the data chatter to grant a clearer picture of the genetic component of Alzheimer's.

“We built our SEISMIC algorithm to analyze genetic information and match it precisely to specific types of brain cells,” Lai said. “This enables us to create a more detailed picture of which cell types are affected by which genetic programs.”

Though the algorithm is not in and of itself likely to lead to a cure or treatment for Alzheimer's any time soon, the researchers say that SEISMIC is already performing significantly better than existing tools at identifying important disease-relevant cellular signals more clearly.

“We think this work could help reconcile some contradicting patterns in the data pertaining to Alzheimer’s research,” said Vicky Yao, assistant professor of computer science and a member of the Ken Kennedy Institute at Rice. “Beyond that, the method will likely be broadly valuable to help us better understand which cell types are relevant in different complex diseases.”

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This article originally appeared on CultureMap.com.

5 incubators and accelerators fueling the growth of Houston startups

meet the finalists

Houston is home to numerous accelerators and incubators that support founders in pushing their innovative startups and technologies forward.

As part of our 2025 Houston Innovation Awards, the new Incubator/Accelerator of the Year category honors a local incubator or accelerator that is championing and fueling the growth of Houston startups.

Five incubators and accelerators have been named finalists for the 2025 award. They support startups ranging from hard-tech companies to digital health startups.

Read more about these organizations below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled.

Get your tickets now on sale for this exclusive event celebrating Houston Innovation.

Activate

Hard tech incubator Activate supports scientists in "the outset of their entrepreneurial journey." The Houston hub was introduced last year, and joins others in Boston, New York, and Berkley, California—where Activate is headquartered. It named its second Houston cohort this summer.

This year, the incubator grew to include its largest number of concurrent supported fellows, with 88 companies currently being supported nationally. In total, Activate has supported 296 fellows who have created 236 companies. Those companies have raised over $4 billion in follow-on funding, according to Activate. In Houston, it has supported several Innovation Awards finalists, including Solidec, Bairitone Health and Deep Anchor Solutions. It is led locally by Houston Managing Director Jeremy Pitts.

EnergyTech Nexus

Cleantech startup hub EnergyTech Nexus' mission is to accelerate the energy transition by connecting founders, investors and industrial stakeholders and helping to develop transformative companies, known as "thunderlizards."

The hub was founded in 2023 by CEO Jason Ethier, Juliana Garaizar and Nada Ahmed. It has supported startups including Capwell Services, Resollant, Syzygy Plasmonics, Hertha Metals, EarthEn Energy and Solidec—many of which are current or past Innovation Awards finalists. This year Energy Tech Nexus launched its COPILOT Accelerator, powered by Wells Fargo Innovation Incubator (IN²) at the National Renewable Energy Laboratory (NREL). COPILOT partners with Browning the Green Space, a nonprofit that promotes diversity, equity and inclusion (DEI) in the clean energy and climatech sectors. Energy Tech Nexus also launched its Liftoff fundraising program, its Investor Program, and a "strategic ecosystem partnership" with Greentown Labs.

Greentown Labs

Climatetech incubator Greentown Labs offers its community resources and a network to climate and energy innovation startups looking to grow. The collaborative community offers members state-of-the-art prototyping labs, business resources and access to investors and corporate partners. The co-located incubator was first launched in Boston in 2011 before opening in Houston in 2021.

Greentown has seen major changes and activity this year. In February, Greentown announced Georgina Campbell Flatter as its new CEO, along with a new Board of Directors. In July, it announced Lawson Gow as its Head of Houston, a "dedicated role to champion the success of Greentown Houston’s startups and lead Greentown’s next chapter of impact in the region," according to Greentown. It has since announced numerous new partnerships, including those with Energy Tech Nexus, Los Angeles-based software development firm Nominal, to launch the new Industrial Center of Excellence; and Houston-based Shoreless, to launch an AI lab onsite. Greentown Houston has supported 175 startups since its launch in 2021, with 45 joining in the last two years. Those startups include the likes of Hertha Metals, RepAir Carbon, Solidec, Eclipse Energy (formerly GoldH2) and many others.

Healthtech Accelerator (TMCi)

The Healthtech Accelerator, formerly TMCx, focuses on clinical partnerships to improve healthcare delivery and outcomes. Emerging digital health and medical device startups that join the accelerator are connected with a network of TMC hospitals and seasoned advisors that will prepare them for clinical validation, funding and deployment.

The Healthtech Accelerator is part of Texas Medical Center Innovation, which also offers the TMCi Accelerator for Cancer Therapeutics. The Healthtech Accelerator named its 19th, and latest, cohort of 11 companies last month.

Impact Hub Houston

Impact Hub Houston supports early-stage ventures at various stages of development through innovative programs that address pressing societal issues. The nonprofit organization supports social impact startups through mentorship, connections and training opportunities.

There are more than 110 Impact Hubs globally with 24,000-plus members spanning 69 countries, making it one of the world’s largest communities for accelerating entrepreneurial solutions toward the United Nations' Sustainable Development Goals (SDGs).

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