Houston unicorn raises $200M series D, startup snags national award, and more innovation news

Short stories

Here's your latest roundup of innovation news you may have missed. Photo via Getty Images

It's been a busy month so far with plenty of Houston startup news, major ecosystem events, and more — and there might be some headlines you may have missed.

In this roundup of short stories within Houston startups and tech, Solugen raises another mega round of funding, CorInnova snags a prestigious award, applications are open for two programs, and more.

Houston unicorn chemicals company raises $200M series D

Solugen closed its Series d funding round at $200 million. Photo via Getty Images

Houston-based Solugen has announced its latest round of investment to the tune of $200 million. The company, which reached unicorn status after its $357 million series C round last year, uses its patented Bioforge processes to produce "green" chemicals from bio-based feedstocks.

"Solugen is reimagining the chemistry of everyday life with enzymes found in nature. We make chemicals better, faster, cheaper, and without fossil fuels from right here in Houston, Texas. Whether you care about the climate, local competitiveness, or just plain old profits, we have good news: it's working," the company states in its news release.

"Our first Bioforge has been operating for a year and Solugen is running a nearly nine figure business with high margins selling commodity and specialty chemicals," the statement continues. "We have established ourselves with top tier customers for our existing solutions and fortune 100 technology partners to build a robust pipeline of future molecules that will help us achieve our goal of 10 mil tons of CO2 removed from the atmosphere."

According to the company, this latest raise has increased Solugen's valuation to over $2 billion. The round was led by investors Kennivik, Lowercarbon Capital, and Refactor Capital.

Houston health tech company wins funding from national organization

CorInnova has won a prestigious award. Photo via corinnova.com

Houston-based CorInnova was named one of five awardees from the National Capital Consortium for Pediatric Device Innovation's “Make Your Medical Device Pitch for Kids!” competition. Each honoree received a share of $150,000 in grant funding from the U.S. Food and Drug Administration. The awards ranged from $20,000 to $50,000 to support the advancement of pediatric medical devices.

CorInnova has designed a minimally invasive biventricular non-blood contacting cardiac assist device to treat heart failure.

The 2022 competition was moderated by California-based MedTech Innovator. The other four pediatric device innovation awardees included:

  • Innovation Lab, from La Palma, California, created a mechanical elbow brace stabilizes tremors for pediatric ataxic cerebral palsy to improve the performance of Activities of Daily Living.
  • Prapela, based in Biddeford, Maine, created the first innovation to improve the treatment of apnea of prematurity in over twenty years.
  • Tympanogen, from Richmond, Virginia, replaces surgical eardrum repair with a nonsurgical clinic procedure
  • Xpan, based in Concord, Ontario, has created a universal trocar enables safest and most dynamic access and effortless upsizing in conventional/mini/robotic procedures.

"We are delighted to recognize these five innovations with critical NCC-PDI funding that will support their journey to commercialization. Improving pediatric healthcare is not possible without forward-thinking companies that seek to address the most dire unmet needs in children’s health,” says Kolaleh Eskandanian, vice president and chief innovation officer at Children’s National Hospital and principal investigator of NCC-PDI, in a news release. "We know all too well how challenging it is to bring pediatric medical devices to market, which is why we have created this rich ecosystem to identify promising medical device technologies and incentivize investment. We congratulate this year’s winning innovators and applaud their efforts to help bridge these important care gaps that are impacting children.”

Houston real estate tech scores funding from Amazon entity

DOSS is a real estate tech company. Photo via Getty Images

Houston-based DOSS, which was chosen this summer for the inaugural Black Founders Build with Alexa cohort, has received funding from the Amazon Alexa Fund. The startups in the program were selected based on their ability to innovate with Alexa and build the next generation of voice, artificial intelligence, and ambient experiences technology.

DOSS is a digital brokerage that uses tech to make homeownership more affordable, and the company has developed a technology where customers are able to ask for real-estate advice and tips, search for home listings, get neighborhood information, and recent sales data, according to a news release from the company. They will also eventually be able to request to be connected with home service providers that serve their respective area.

CEO Bobby Bryant and COO Chris Norton founded DOSS in 2016. Last year, the company participated in the Google for Startups Black Founders program, receiving $100,000 from the fund.

TMC Innovation's Biodesign program applications open

Applications are open through the end of the year. Photo via tmc.edu

Applications are now open for the 2023 TMCi Biodesign program at the Texas Medical Center's Innovation Factory. TMC is looking for candidates with relevant backgrounds for starting a digital health or medical device company, such as: engineering, medicine, hospital administration, R&D (prototyping), software development, finance, legal, regulatory, reimbursement, or technical. Candidates must have at least 1 to 2 years of industry work experience or have prior startup history. It is preferred that applicants have earned an advanced degree.

The position is an in-person, full-time requirement that will begin August 2023 and will span nine months with an opportunity to extend for up to two months.

Applications close on December 31. Candidates will undergo a series of interviews in January and then will be extended offers in the spring.

HX Venture Fund calls for startups to meet visiting VC

Calling all Houston tech startups. Image via Screenshot

HX Venture Fund, a fund-of-funds that encourages and enables non Houston-based VCs to tap into the local innovation ecosystem, is hosting Creighton Hicks, partner at Austin-based LiveOak Venture Partners, later this month.

The organization is looking for Houston startups that are building a tech or tech-enabled services company raising a seed to series B round now or in the next six months. Startups have until November 18 to submit their interest via an online form.

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Krishna Srinivasan and Venu Shamapant have been investing in Texas startups for 20 years. Now, with the latest LiveOak Venture Partners fund, the duo has more money to focus on Houston. Photos via liveoakvp.com

Austin VC has its eyes on Houston with new $210M fund

money moves

A venture capital firm that's focused on funding startups across the Lone Star State has closed its latest fund and is set on doubling down on Houston.

LiveOak Venture Partners has been around for almost a decade, and its third fund closed last week at $210 million. It's the firm's largest fund yet — twice its last two funds, which each closed at $105 million. Krishna Srinivasan tells InnovationMap that the original plan was to raise a similarly sized fund but interested limited partners brought even more to the table.

"There was tremendous interest from LPs for this fund," Srinivasan says, adding that the firm could have raised even more based on interest. "People love the white-hot, broad Texas market. ... It's been an exciting journey to take the firm to the next stage."

Srinivasan and Venu Shamapant, founding partners at LiveOak Venture Partners, raised the fund in just over three months — completely on video conferences. The duo has been investing in Texas technology companies for over 20 years and has seen a lot of momentum and excitement for their strategy. While the fund is bigger and brought in new LPs — some based in the Houston area — Shamapant says to expect a continuation of the fund's strategy.

"We don't really see a strong reason to change anything," Shamapant tells InnovationMap. LiveOak targets early stage tech companies in Texas. "On the edges though, the larger fund allows us to tweak (our strategy) a little bit and adapt to the market environment. We've been doing this for 20 years and this is one of the strongest markets we've seen in Texas."

Shamapant says they now have the ability to back more companies with slightly larger checks and longer term support. He also says they might make an investment or two in growth-stage companies, expanding a bit from just funding early-stage startups.

While most of the startups LiveOak has supported reside in Austin where the firm is based, the new fund is particularly geared at investing in startups across Texas.

"We are fiercely committed to adding a lot more portfolio companies in Houston," says Srinivasan. "Houston's got all the raw DNA that would constitute a great fit for the kind of deals we love to do."

LiveOak is no stranger to Houston. The firm was supported by the HX Venture Fund, a fund of funds that invests as a limited partner to VC firms based outside of Houston but with an interest in investing in local startups.

Additionally, one of the firm's early investments was in Houston-founded CS DISCO, a legal software startup that has seen great growth and success over the years. The company later relocated to Austin, which became a bit of a trend for Houston companies that needed to relocate to find success. Srinivasan says he's not seeing this trend so much anymore thanks to a more developed workforce in Houston.

"We believe there is a real depth of talent in the Houston market," Srinivasan says. "We are not at all interested in migrating companies out of Houston. I think there is enough tech strength and success locally."

Shamapant adds that the effect of the pandemic had and a rise in a distributed workforce will only benefit Houston ability to attract and retain tech talent and startups.

"A lot of the trends we talk about in terms of talent, aren't triggered by the pandemic. These are long-term trends we have seen over 20 years," Shamapant says, adding that this means the momentum is here to stay. "The pandemic probably brought it to a tipping point that has accelerated these trends."

Three non-Houston investors discussed the strengths and weaknesses of Houston's innovation ecosystem. Getty Images

3 observations about Houston's innovation ecosystem from out-of-town venture capitalists

Zooming out

You'll go cross-eyed looking at the same puzzle for too long, and sometimes it's better to take a step back and introduce some fresh perspectives and ideas from someone not so connected to the matter at hand.

At the second annual HX Capital Summit hosted by Houston Exponential at Rice University, HX gathered three out-of-town venture capital experts to discuss Houston's innovation ecosystem with Sandy Wallis, managing director at the HX Venture Fund. The fund-of-funds focuses on connecting non-local investors to Houston in order to bring new venture opportunities to town. On the panel, the experts discussed their observations about the Bayou City, which can be summed up as follows.

Community engagement and corporate interest are good signs for Houston 

Right off the bat, the panelists agreed that its much more encouraging visiting Houston nowadays than it was in the recent past. Clint Korver, managing director at San Francisco-based Ulu Ventures, has only recently played witness to the city, thanks to his firm's work with HX and the fund of funds.

"I'm just getting to know the Houston community," Korver says. "I'm really intrigued by how much community support there is."

Korver says that, not unlike Houston startups, Bay Area companies find it a challenge getting a foot in the door at major corporations. However, he's observed that Houston-based corporates want a seat at the table of Houston innovation.

"All the corporate attention that's being integrated here is super intriguing," Korver says. "That's our startups' hardest problems."

The other panelists, who are much closer to Houston, echoed Kover's interest in the role corporations play. Venu Shamapant, founding partner at Austin-based LiveOak Venture Partners, and Thomas Ball, founder and managing director at Austin-based Next Coast Ventures, have witnessed Houston evolve into what it is today over the past decade or so.

"We've both been coming to Houston over the past 20 years and been investing in startups, and it's been a dramatically different scene even in just the past five years," Shamapant says.

Houston's ecosystem is going to take time

While the panelists remarked on the evolution the city has and the support that large corporations seem to be willing to provide, Houston has other assets that's setting it up for success. The panelists mention a solid pool for talent, impressive educational institutions, and more.

"When I look at Houston, I think it has every ingredient for success, which is why I want to spend time here," Ball says.

Sure, as Ball says, Houston has the ingredients, but what it now needs is the time to cook.

"To me, it's more of just time that it's going to take. We can't bake this Houston cake by turning the thermostat up to 900 degrees in an hour. It's going to take three hours at 300," Ball says, adding that he doesn't know very much about baking. "It will take time. This won't be an overnight success. We're here for the long haul."

Houston has some challenges yet to overcome 

Wrapping up the panel, an audience member asked about the changes Houston still needs to make to really get to the point it needs to be at.

For Korver, the answer was pretty simple. Houston needs a big exit.

"There's this incredible amount of momentum that comes along with a successful company that takes a hold of everyone — the rising tide floats all boats thing," Korver says.

For Ball, particularly comparing Houston to other major innovation-focused cities, the issue is that Houston is so spread out.

"To me the one thing I struggle with in Houston is what I would call a density problem," Ball says. "I think you need density here and you need to concentrate your resources in certain places in this city."

LiveOak Venture Partners, an Austin-based firm, is the first recipient of Houston Exponential's fund of funds. Courtesy of LiveOak

Houston venture fund of funds doles out $5 million in Austin firm in its first investment

money moves

After closing its initial round of funding last year, Houston Exponential's fund of funds, called the HX Venture Fund, has closed its first investment on March 29. Austin-based LiveOak Venture Partners received a $5 million investment from the fund.

The HX Venture Fund raised $30 million after launching in October of last year. The fund's goal is to invest in out-of-Houston venture funds in the hopes that they reinvest that money into Houston startups.

"We invested in LiveOak Venture II because of the firm's compelling investment track record, expertise and vigor of the general partners, their extensive network of relationships with proven entrepreneurs, and their focus on capital efficient early stage technology companies in Texas," says Guillermo Borda, managing partner at HX Venture Fund, in a release. "LiveOak's team is committed to making a significant impact in the Houston startup ecosystem."

The HX investment is a part of LiveOak's Fund II, which was oversubscribed and closed at $105 million, the company announced today. According to a release from LiveOak, Fund II is a continuation to the firm's dedication to Texas entrepreneurship. The fund will focus on funding within the state's four largest tech hubs — Austin, Houston, Dallas and San Antonio — and have initial investments ranging from $2 million to $4 million, the release states.

The firm's portfolio focuses on seed and series A funding, and most of its investments are Austin-based, with the exception of three Dallas companies. LiveOak invested in Houston-founded CS Disco, an AI-enabled tool for legal business, but the company has since moved to Austin, according to a public relations representative. LiveOak also invested in San Antonio-founded Infocyte, but the company also relocated to Austin.

Houston has been a strategic market for LiveOak, says managing partner, Krishna Srinivasan, in the release, citing the city's recent entrepreneurial activity.

"We are excited to partner with HX Venture Fund and its strategic investment partners, comprising multiple leading Houston based corporations, to catalyze and grow this activity," says Srinivasan, in the release. "Given LiveOak's investment strategy of being the leading source of capital for entrepreneurs across Texas, we view this investment as highly synergistic with our efforts to enable world-class, category dominating companies coming out of Houston."

HX modeled its fund after the Renaissance Venture Capital Fund in Michigan, from which 10 outside venture capital firms benefitted. Renaissance Fund reported positive results from the fund of funds and Chris Rizik, CEO and fund manager of Renaissance, serves as a member of the investment committee.

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11 Houston researchers named to Rice innovation cohort

top of class

The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

Houston startup debuts new drone for first responders

taking flight

Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

houston voices

More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.

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