A concept design rendering of Persona AI's humanoid robot. The company is one of the finalists for the 2025 Houston Innovation Awards in the Deep Tech Business category. Rendering courtesy Persona AI.

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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This week's roundup of Houston innovators includes Dianna Liu of ARIX Technologies, Rawand Rasheed of Helix Earth, and Nada Ahmed of Energy Tech Nexus. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: Every week, I introduce you to a handful of Houston innovators to know recently making headlines with news of innovative technology, investment activity, and more. This week's batch includes three innovators across robotics, climatetech, and more.

Dianna Liu, founder and CEO of ARIX Technologies

Dianna Liu of ARIX Technologies joins the Houston Innovators Podcast to share her entrepreneurial journey — and why Houston was the right place to start her company. Photo courtesy of ARIX

After working for years in the downstream energy industry where safety and efficiency were top priorities, Dianna Liu thought there was a way technology could make a huge difference.

Despite loving her company and her job, she took a leap of faith to start a robotics company to create technology to more safely and efficiently monitor corrosion in pipelines. ARIX Technologies has developed software and hardware solutions for its customers with pipelines in downstream and beyond.

"Overall, this industry is an industry that really harps on doing things safely, doing things well, and having all the data to make really informed decisions," Liu says on the Houston Innovators Podcast. "Because these are huge companies with huge problems, it takes a lot of time to set up the right systems, adopt new things, and make changes." Continue reading.

Rawand Rasheed, co-founder and CEO of Helix Earth

Helix Earth Technologies closed an oversubscribed $5.6 million seed funding led by Houston-based research and investment firm Veriten. Anthropocene Ventures, Semilla Capital, and others including individual investors also participated in the round.

“This investment will empower the Helix Earth team to accelerate the development and deployment of our first groundbreaking hardware technology designed to disrupt a significant portion of the commercial air conditioning market, an industry that is ready for innovation,” Rawand Rasheed, Helix Earth co-founder and CEO, says in a news release. Continue reading.

Nada Ahmed, founding partner at Energy Tech Nexus

Health tech’s gradual success, fueled by policy support, public advocacy, and strategic investment, provides a blueprint for accelerating the growth and impact of climate tech. Photo courtesy

In a guest column, Nada Ahmed, founding partner at Houston-based Energy Tech Nexus, draws a uniquely Houston comparison between the health tech innovation sector and that of the climate tech world.

"Over the past several decades, climate tech has faced numerous challenges, ranging from inconsistent public support to a lack of funding from cautious investors. While grassroots organizations and climate innovators have made notable efforts to address urgent environmental issues, we have yet to see large-scale, lasting impact," she writes.

"A common tendency is to compare climate tech to the rapid advancements made in digital and software technology, but perhaps a more appropriate parallel is the health tech sector, which encountered many of the same struggles in its early days," she continues. Continue reading.

Dianna Liu of ARIX Technologies joins the Houston Innovators Podcast to share her entrepreneurial journey — and why Houston was the right place to start her company. Photo courtesy of ARIX

Houston innovator builds tech to revolutionize pipeline safety, efficiency

HOUSTON INNOVATORS PODCAST EPISODE 261

After working for years in the downstream energy industry where safety and efficiency were top priorities, Dianna Liu thought there was a way technology could make a huge difference.

Despite loving her company and her job, she took a leap of faith to start a robotics company to create technology to more safely and efficiently monitor corrosion in pipelines. ARIX Technologies has developed software and hardware solutions for its customers with pipelines in downstream and beyond.

"Overall, this industry is an industry that really harps on doing things safely, doing things well, and having all the data to make really informed decisions," Liu says on the Houston Innovators Podcast. "Because these are huge companies with huge problems, it takes a lot of time to set up the right systems, adopt new things, and make changes."

But it's an industry Liu knows well, so she founded ARIX in 2017 and created a team of engineers to create the first iteration of the ARIX robot, which was at first made of wood, she says. Now, years later, the much-evolved robot moves up and down the exterior of the pipe, using its technology to scan the interior to evaluate corrosion. The technology works with ARIX's software to provide key data analysis.

With customers across the country and the world, ARIX has a strong foothold in downstream, but has garnered interest from other verticals as well — even working with NASA at one point, Liu says.

"Staying in downstream would be nice and safe for us, but we've been very lucky and have had customers in midstream, upstream, and even outside oil and gas and chemicals," she says. "We've gotten inquiries ranging from cosmetics plants to water or wastewater — essentially anything that's round or a pipe that can corrode, we can help with."

Liu, who goes into detail on the show about how critical establishing a positive company culture has been for ARIX, shares a bit about what it's been like growing her company in Houston.

"Houston being the Energy Capital of the World opens a lot of doors to both customers, investors, and employees in a way that's unparalleled. It is a great place to build a company because of that — you have all this expertise in this city and the surrounding areas that's hard to find elsewhere," she says. "Being such a hub — not only for energy, but in terms transportation — means it's easy for us to get to our customers from around the world."

Clockwise from top left: Sean Kelly of Amperon, Dianna Liu of ARIXTechnologies, Matthew Dawson of Elementium Materials, Vibhu Sharma of InnoVent Renewables, Cindy Taff of Sage Geosystems, and Emma Konet of Tierra Climate. Photos courtesy

Overheard: Houston's top energy transition founders explain their biggest challenges

Houston Innovation Awards

From finding funding to navigating the pace of traditional oil and gas company tech adoption, energy transition companies face their fair share of challenges.

This year's Houston Innovation Awards finalists in the Energy Transition category explained what their biggest challenge has been and how they've overcome it. See what they said below, and make sure to secure your tickets to the Nov. 14 event to see which of these finalists win the award.

"The evolving nature of the energy industry presents opportunities to solve some of our industry's greatest challenges. At Amperon we help optimize grid reliability and stability with the power of AI demand forecasting."

Sean Kelly, CEO of Amperon, an AI platform powering the smart grid of the future

"The biggest challenge in leading an energy transition-focused startup has been balancing the urgency for sustainable solutions with the slow pace of change in traditional industries like oil and gas. Many companies are cautious about adopting new technologies, especially when it comes to integrating sustainability initiatives. We overcame this by positioning our solutions not just as environmentally friendly, but as tools that improve safety, efficiency, and cost savings. By aligning our value proposition with their operational goals and demonstrating real, measurable benefits, we were able to gain traction and drive adoption in industries that are traditionally resistant to change."

— Dianna Liu, CEO of ARIXTechnologies, an integrated robotics and data analytics company that delivers inspection services through its robotics platforms

"Scaling up production of hard tech is a major challenge. Thankfully, we recruited top-notch talent with experience in technology scale-up and chemical processes. In addition, we've begun building partnerships with some of the world's largest chemical manufacturers in our space who are excited to be a part of our journey and could rapidly accelerate our go to market strategy. We have significant demand for our product as early as 2025, so partnering with these companies to scale-up will bring our technology to market years ahead of doing it alone."

— Matthew Dawson, CEO of Elementium Materials, a battery technology with liquid electrolyte solutions

"Our pyrolysis reactor is a proprietary design that was developed during Covid. We ran simulations to prove that it works, but it was not easy to test it in a pilot facility, let alone scaling it up. We managed ... to run our pilot plant studies, while working with them remotely. We proved that our reactor worked and produced high quality products. Later, we built our own pilot plant R&D facility to continue running tests and optimizing the process. Then, there was the challenge of scaling it up to commercial size. ... We put together a task force of four different companies to come together to design and build this complex reactor in record time."

— Vibhu Sharma, CEO of InnoVent Renewables, a startup with proprietary continuous pyrolysis technology that converts waste tires, plastics, and biomass into valuable fuels and chemicals

"Energy storage and geothermal power generation are capital-intensive infrastructure projects, requiring investors with a deep commitment and the patience in terms of years to allow the technology to be developed and proven in the field. One challenge is finding that niche of investors with the vision to join our journey. We have succeeded in raising our $30 million series A with these types of investors, whom we’re confident will continue the journey as we scale."

— Cindy Taff, CEO of Sage Geosystems, an energy company focused on developing and deploying advanced geothermal technologies to provide reliable power and sustainable energy storage solutions regardless of geography

"The biggest challenge we've faced has been to bring together massive independent power producers on one side who are investing hundreds of millions of dollars into grid infrastructure with multi- national tech giants on the other that don't have experience working much with energy storage. As a startup with only four employees, gaining credibility with these players was critical. We overcame this hurdle by becoming the preeminent thought leader on storage emissions, through publishing white papers, discussing the issues on podcasts, and (more)."

— Emma Konet, CTO of TierraClimate, a software provider that helps grid-scale batteries reduce carbon emissions

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This article originally ran on EnergyCapital.

As a part of its Texas Startup Manifesto, Austin-based Capital Factory came into town to talk about the Houston's ecosystem and advice for tech startups looking to do business in town. Natalie Harms/InnovationMap

Here are 3 pieces of Houston startup advice from Capital Factory's emerging tech panel

Tech talk

Throughout the year, Austin-based Capital Factory loads up a bus and takes startup founders and tech entrepreneurs around the Lone Star State in order to better connect the dots of innovation within Texas' major metros. The Texas Startup Manifesto bus recently put it in park outside Station Houston and hosted a tech-focused panel at Accenture's innovation hub.

The panel, which was hosted by two deep tech startup founders, asked some important questions about Houston's ecosystem and startup needs to three experts. Trevor Best of Syzygy Plasmontics and Diana Liu of Arix Technologies represented the startups, while Allison Sawyer of League of Worthwhile Ventures, Mark Volchec of Las Olas VC, and Brian Richards of Accenture fielded their questions.

The panel started out with the state of Houston's innovation ecosystem — which, of course, was the whole point of the one-day field trip to the Bayou City. The panelists seemed to agree that Houston has things it needs to improve on, but the point is not to try to copy any other market.

"We can't try to be Silicon Valley. We're just simply not," Richards says. "What we have to focus on is what our strengths are."

For instance, Houston has a lot of money within the city, but that hasn't yet translated to a large amount of investments in startups. Even if the city found $1 billion to start investing in companies, Richards says that wouldn't solve everything instantly. Houston has to be able work on the ecosystem as a whole, not just one thing in particular.

"We have so many problems to solve, and we have to solve them in parallel," Richards says. "We have to fix them all at once."

The city's ecosystem aside, the panel weighed in on some of their own advice for tech startups making waves in Houston.

Hire a business-minded leader, like, yesterday.

One of the most crucial aspect for any startup is the team behind the product, and having a diversity of expertise on that team is especially in tech startups, which are usually instigated by a tech-focused founder.

"I think it's really important to have a balanced founding team," Volchec says. "If everyone is tech, I think it's really difficult."

As a venture capitalist and former founder himself, Volchec's biggest critique is that, startups and founders don't start sales early enough. Volchec says he once signed a deal with a company before they even had a product let alone revenue. The key distinguisher for him was that the company already had contracts in place from customers.

Having that person to sell the company is so important, and you need a business-focused person at the helm to do so. For most companies, that's not the tech-minded founder.

"If you're the scientist, why do you even want to be the CEO?" Volchec asks. "The CEO's job is to be out there and selling — to investors, to clients, to employees."

According to the panelists, sooner is better for making that hire.

"if you don't hire a CEO, and you raise enough money, someone will hire a CEO for you, and you might not like that CEO," Volchec says.

Have a free discovery.

In particular, B-to-B companies should have a free trial, so to speak, for their product. It's Sawyer's pet peeve, she says, when startups charge for the discover process. It's strategic to give access to some people within the company your startup is trying to sell to, that way they get hooked and want to get more access for their whole team.

It does make the process a little more challenging, Sawyer says, since it requires a little more upfront funds.

"You do have to raise a little bit more money, but you do get to scale a lot faster," she says.

Corporate venture groups can be more than just investment. 

When looking to scale your product into bigger corporations, a way in is through corporate venturing groups, according to the panelists, even if money isn't the right fit. You're more likely to get a meeting with a venture arm than with the company itself.

"I never took corporate venture money, because they were a little too slow and it was a lot of extra accounting work, Sawyer says. "But I loved working with corporate venture when it comes to pilots. I think they are an underused resource for startups."

It also helps that more and more companies are devoting resources to these groups.

"I'm seeing corporate venture groups all over the place," Sawyer says. "Even if you're not taking their money, they will get you in the door for a pilot."

Overall, big companies are more keen to work with startups of late, says Richards, who hosts C-level execs from big companies on a daily basis in Accenture's Innovation Hub.

"I've never seen [corporations] more motivated than they are right now to be able to think differently on how they are able to engage Houston," he says.

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This is the salary required to live comfortably in Texas in 2026

Money Matters

A new national report looking at the income it takes to live comfortably in each of the 50 states has revealed Texans need to earn slightly less now than a year ago.

SmartAsset analyzed what a single individual, as well as family of four, must earn to cover minimum basic needs adjusted using the 50/30/20 budgeting rule. The resulting estimate represents the annual, pre-tax income needed to live comfortably in every U.S. state.

A single, full-time worker needs to make $90,563 to live comfortably in the Lone Star State, the report found, which is down a meager 0.2 percent from last year ($90,771).

Under the 50/30/20 budgeting strategy, that means a single Texas earner would have $45,282 to spend on necessities like housing and utilities, $27,169 for discretionary spending, and $18,113 for emergencies or retirement savings.

Texas ranked 34th nationally in SmartAsset's list of states with the highest income needed for a single adult to live "in sustainable comfort" in 2026. Only five other states — Tennessee, Maryland, Louisiana, North Carolina, and Mississippi — saw a decline in the income needed to live comfortably this year.

For a family of four to live comfortably in Texas, income requirements change significantly, according to the findings. To support a two-child household, a family needs $203,424 in combined total household income to be considered financially stable. This is down slightly from 2025, when SmartAsset reported a family of four in needed $204,922 to live comfortably in Texas.

This is a comfortable lifestyle for a family of four in Texas, according to the report:

  • $101,712 dedicated to necessities and living expenses
  • $61,027 dedicated to discretionary spending
  • $40,685 dedicated to emergencies, savings, or debt repaymen

According to the report, a family of four now needs to make at least $200,000 to live comfortably in 40 U.S. states, a figure that is far out of reach for many American families.

"As housing, grocery, transportation and other essential costs pressure household budgets, earning a six-figure salary no longer guarantees financial comfort in much of the U.S.," the report said. "A single adult now needs at least $80,000 a year to live comfortably in every state, while the threshold exceeds $100,000 in nearly half of states. For a family of four, the income needed to live comfortably is as much as $329,000."

Still, earning the minimum income to live comfortably in Texas doesn't guarantee financial stability in the Lone Star State's major cities. Earlier this year, SmartAsset determined single residents in Houston need to make about $90,000 to qualify as financially stable, while families of four need around $205,000.

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This article originally appeared on CultureMap.com.

Texas is the 7th hardest working state in America for 2026, says report

Labor Day Report

Texans pride themselves on being industrious, and a new report has confirmed Texas as one of the 10 most hardworking states in America in 2026.

The Lone Star State claimed the No. 7 spot this year in a slight dip from its 2025 ranking, where it appeared in the top five. Texas last ranked 7th in 2024, but the state has consistently appeared among the top 10 for nearly a decade.

WalletHub determined the rankings after analyzing 10 "direct" and "indirect" work factors across all 50 states, and then graded each metric on a 100-point scale, where a score of 100 signified the "hardest working." Analysts then examined each state’s weighted average across all metrics to calculate its overall score and used the resulting scores to rank-order the states.

There was only a 10.32-point difference between Texas and South Dakota, who claimed the top spot as America's hardest working state in 2026 with a score of 64.59 out of a possible 100 points.

Texas ranked 6th nationally in the "direct" work factors category, which examined the following six metrics:

  • The state's average workweek hours.
  • Employment rates.
  • The share of households where no adults work.
  • The share of workers leaving vacation time unused.
  • The share of "engaged" workers — those that are "involved in, enthusiastic about, and committed to their work and workplace," as defined by Gallup.
  • The rate of "idle youth" — individuals aged 18-24 who are not currently enrolled in school, not working, and have no degree beyond a high school diploma or GED.

Texas ties with Louisiana for the second highest average workweek hours nationwide, with Alaska topping the list with the No. 1 longest workweeks in America. Alaska is the only state where workers clock in more than 40 hours per week at their jobs, with WalletHub reporting Alaskans work 41.4 hours on average weekly.

In the "indirect" work factors category — which encompassed workers' average commute times, the share of workers with multiple jobs, annual volunteer hours per resident, and the average leisure time spent per day — Texas ranked 36th nationwide.

Here's how WalletHub ranked Texas in three individual metrics:

  • No. 10 – Average commute times
  • No. 20 – Average leisure time spent per day
  • No. 30 – Employment rates

According to the World Economic Forum, Americans clock in about 1,800 hours at work per year on average, which is 468 more hours per year than workers in Germany. And many are leaving vacation time on the table, WalletHub says.

"Even when given the chance to take time off, many Americans won’t, as nearly half of workers don't expect to use all of their allotted vacation days," the report said. "It is possible to work hard without overdoing it, though. Hard work is key to success, and the residents of some states understand that better than others."

Hardest-Working States in America


The top 10 hardest working states in America in 2026 are:

  • No. 1 – South Dakota
  • No. 2 – North Dakota
  • No. 3 – Alaska
  • No. 4 – Hawaii
  • No. 5 – Wyoming
  • No. 6 – Nebraska
  • No. 7 – Texas
  • No. 8 – New Hampshire
  • No. 9 – Tennessee
  • No. 10 – Georgia
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This article originally appeared on CultureMap.com.

Houston ranks No. 3 among rising coding markets in U.S.

city code

When you think of coders—the wizards who design, write and test programming languages for software and mobile apps—tech hotbeds like Silicon Valley and Austin might pop into your head.

But Houston has earned a spot on the coding map.

A new study puts the Houston area in third place among the fastest-growing metros for coding in the U.S.

The study, published by coding platform Coddy Tech, ranks Albuquerque, New Mexico, as the top on-the-rise market for coding. San Antonio sits in second place.

Houston earned a “momentum score” of 77 out of 100. The momentum category measured job growth for developers, rising interest in coding as measured by online searches, and growth in hackathon activity.

Here are the 10 fastest-rising U.S. metros for coding:

  • No. 1 Albuquerque, New Mexico
  • No. 2 San Antonio
  • No. 3 Houston
  • No. 4 Jacksonville, Florida
  • No. 5 Cape Coral, Florida
  • No. 6 Columbia, South Carolina
  • No. 7 New York City
  • No. 8 Salt Lake City
  • No. 9 North Port, Florida
  • No. 10 Tampa, Florida

The study analyzed the country’s 75 largest metros “to map where coding has taken hold and where it’s catching fire.” It took into account learning searches, GitHub developer density, job growth, interest in bootcamps and hackathon activity. Only 64 metros were eligible for the ranking of fastest-growing markets.

Austin tops ranking of coding capitals

Coddy crowned Austin the coding capital of the country, with Houston landing at No. 24 in the ranking of the most established coding hubs. San Antonio appeared at No. 16 and Dallas at No. 22.

Here are the top 10 coding hubs:
  • No. 1 Austin
  • No. 2 San Jose, California
  • No. 3 Seattle
  • No. 4 San Francisco
  • No. 5 New York City
  • No. 6 Salt Lake City
  • No. 7 Denver
  • No. 8 San Diego
  • No. 9 Los Angeles
  • No. 10 Raleigh, North Carolina

Why do coders matter?

Without coders, cellphones, laptops, smart TVs and other devices might not work well — or at all. Coding allows people to communicate with these devices, according to ComputerScience.org.

“Since computers do not communicate like humans, coding acts as a translator,” ComputerScience.org explains. “Code converts human input into numerical sequences that computers understand.”