3 Houston innovators to know this week

Who's who

This week's roundup of Houston innovators includes Joanna Nathan of Prana Thoracic, James Rees of BWT, and Aimee Gardner of SurgWise. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know — a special Labor Day edition, I'm introducing you to three local innovators across industries — from human resources to medical devices — recently making headlines in Houston innovation.

Joanna Nathan, CEO and founder of Prana Thoracic

Joanna Nathan joins the Houston Innovators Podcast and explains why she's taken on leading a medical device startup. Photo courtesy of Joanna Nathan

If there was a Houston innovation ecosystem playing card, Joanna Nathan would definitely have BINGO by now. From starting a startup while a student at Rice University and being an early hire of medical device company Saranas to leading investment at Johnson & Johnson's Center for Device Innovation, Nathan is headed back to the founder seat with Prana Thoracic, a new company planning to equip physicians with a better tool for lung cancer intervention.

"Unlike breast, prostate, and other types of cancers, we historically have not actively screened for lung cancer," Nathan says on this week's Houston Innovation Podcast. "Screening has only just begun in this world, and because of that, physicians still need the right tools to take early screening information and turn it into early intervention."

Last month, Nathan, who serves as CEO of the company, and Prana announced that Nucore Medical Inc., its wholly owned subsidiary, has been awarded a $3 million grant from CPRIT. Click here to read more and stream the podcast episode.

James Rees, chief impact officer at Botanic Water Technologies

James Rees is the Houston-based chief impact officer at BWT. Photo via LinkedIn

This probably isn't breaking news, but the world is on the midst of a water crisis. More than 2 million Americans don’t have access to clean drinking water, according to one study by the U.S. Water Alliance group.

To help close that water gap, international firm, Botanical Water Technologies, has plans to expand its presence in the United States with the Houston region being a strategic area to roll out the implementation of a patented water filtration technology. In addition, the group is launching a blockchain enabled trading platform with Fujitsu to help support the business.

“Water is finite,” says Houston-based James Rees, chief impact officer at BWT. “Due to global growth and climate conditions, we are going to have between 20 to 30 percent less water available to us by 2025. Communities are facing issues with water infrastructure. Some communities don't have water. This is where BWT plans to come in to help.” Click here to read more.Click here to read more.

Aimee Gardner, CEO and co-founder of SurgWise

Aimee Gardner is the CEO and president of Houston-based SurgeWise. Photo via surgwise.com

Over the course of the summer, Aimee Gardner has been writing strategic columns for startups with hiring tips. Her articles have focused on scaling quickly, why not to just trust your gut when hiring, and attracting and retaining a diverse workforce.

Gardner's advice is especially keen since she herself is a startup founder — but also has a Master's degree in organizational psychology. For years, she's been advising both her clients at her company SurgWise Consulting, but also students at Baylor College of Medicine.

"If your startup has gotten to the point of being able to grow the team, it is clear that ample vision, strategy, and innovation has been dedicated to the mission up until this point. Hiring in the next round of team members is not a process that should undergo any less dedication," she writes in one of her articles. "Ensuring that those around you share your vision, goals, and have a complementary set of skills and attributes will be critical to ensure success in your company’s growth and achievements." Click here to read her guest columns,

Consider these evidence-backed hiring tips before scaling your startup's team. Photo via Getty Images

Houston expert: How to scale your startup team quickly and efficiently

guest column

Startups often use the first rounds of funding to bring in key individuals who will help make the company vision a reality. But hiring the right talent is not an easy task, and ensuring the right team is in place is important now more than ever during the early stages of your company’s growth.

Fortunately, there is a science to employee selection. In fact, there is entire field — Industrial & Organizational Psychology — dedicated to providing professional guidelines, best practices, and over 100 years of evidence to support recommendations into identifying talent an effective, efficient, and equitable manner.

From this field, we know that the first step to hiring in the right talent for your startup is to perform a thorough job analysis. Whether you are bringing in a new CEO, a vice president of sales, or extra hands for your technology platform, gaining consensus among your team about the competencies and attributes required to effectively perform in a new role is critical.

It sounds simple, but it is actually a rarity for organizational stakeholders to get together and comprehensively map out what the role entails and what candidate qualities are necessary to meet those requirements and expectations. Factoring things in such as early-stage demands, future landscape, and organizational culture will help create a list of competencies and attributes needed to be optimally effective in the role, beyond just professional experience and certifications.

After prioritizing the list of competencies and qualities deemed vital for candidates, you will then want to prioritize the list based on importance, how frequently they are required in the role, and the extent to which each is required upon hire —versus being easily trained or acquired on the job. Those at the top of the list should be directly assessed during the candidate screening and selection process. Whether it is through work samples, written assessments, situational judgment tests, or interviews, creating a diverse lineup of candidate screening processes will help ensure you are able to measure the whole person.

Because selection decisions can be high stakes — both for the candidate and your company — ensuring these assessments are directly related to the position, data-driven, and equitable will be key for maximizing the utility and legal defensibility of your selection system. For example, implementing unstructured interviews is common practice in many organizations large and small.

However, what the data shows is clear: structured interviews — those that consist of a pre-defined list of questions related to the role that are used for every candidate, use standard interview rating tools, and involve interviewers who have been trained to conduct structured interviews and use the rating tools — are more efficient and effective in accurately assessing job candidates.

Furthermore, the structure involved in this interview format reduces the opportunity for common biases and inappropriate questions to emerge during the interview process, thereby enhancing the likelihood for making equitable selection decisions and avoiding potential for legal litigation. Thus, it is important to ensure every screening tool or process has been thoughtfully considered and implemented from an efficiency, effectiveness, and equity lens. Making a shortlist of candidates and final offers based on the data accumulated through these processes will maximize the likelihood of identifying best fit candidates based on comprehensive data points.

If your startup has gotten to the point of being able to grow the team, it is clear that ample vision, strategy, and innovation has been dedicated to the mission up until this point. Hiring in the next round of team members is not a process that should undergo any less dedication. Ensuring that those around you share your vision, goals, and have a complementary set of skills and attributes will be critical to ensure success in your company’s growth and achievements.

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Aimee Gardner is the co-founder of SurgWise, a tech-enabled consulting firm for hiring surgeons, and associate dean at Baylor College of Medicine.

This week's roundup of Houston innovators includes Kelly Pracht of nVenue, Aimee Gardner of SurgWise, and Kelly Avant of Mercury. Courtesy photos

3 Houston innovators to know this week

who's who

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

Kelly Pracht, CEO and co-founder of nVenue

nVenue's proprietary predictive analytics appear at the bottom right corner of the screen on Apple TV broadcasts. Photo via nvenue.com

Next time you're watching an Astros game on Apple TV, check the bottom right-hand side of the screen. That prediction data comes by way of a Texas startup with deep Houston roots. nVenue, co-founded by Houstonian Kelly Pracht, struck a deal earlier this year that allowed her data-driven sports analytics platform on the screens of baseball viewers this season.

"In under two weeks we structured the deal, convinced them it worked, pulled together every bit of testing we could — by then we only had one week of pre-season games to test — and we pulled it off," Pracht says.

The technology has a lot of potential when it comes to microbetting — a part of sports fandom that's growing by the second. Click here to read more.

Aimee Gardner, CEO and president of SurgWise

SurgeWise is giving surgical teams the right support for hiring. Photo via SurgWise.com

Hiring surgeons is a whole thing — tons of paperwork, inequitable and archaic processes, and lots of medical practitioners' time wasted. Five years ago, Aimee Gardner came up with a solution and founded SurgWise Consulting, where she serves as president and CEO.

"We help provide assessments to help screen competencies and attributes that people care about," Gardner says. "(Those) are really hard to assess, but really differentiate people who really thrive in training in their careers and people who don't."

Now, Gardner is tapping into the last five years of data she's accumulated and has big plans for developing a tech platform for her solution. Click here to read more.

Kelly Avant, investment associate at Mercury Fund

Kelly Avant, investment associate at Houston-based Mercury Fund, shares how and why she made her way into the venture capital arena. Photo courtesy of Mercury

Kelly Avant's resume might not make sense to you at first. She went from a gender studies major in undergrad, followed by a stint in the Peace Corps, before heading to law school. After moving on to get her MBA over her JD, Avant realized a way she could really make the biggest impact: venture capital.

"VC is an awesome way to shape the future in a more positive way because you literally get to wire money to the most innovative thinkers, who are building solutions to the world’s problems," Avant tells InnovationMap.

Avant joined the Mercury Fund team last year as an MBA associate before joining full time as investment associate. Now, after completing her MBA from Rice University this month, Avant tells InnovationMap why she's excited about this new career in investment in a Q&A. Click here to read more.


SurgWise is giving surgical teams the right support for hiring. Photo via Getty Images

Houston startup equips medical teams with data-driven hiring tool

staffing up

A surgeon spends over a decade in school and residency perfecting their medical skills, but that education doesn't usually include human resources training. Yet, when it comes to placing candidates into surgical programs, the hiring responsibilities fell on the shoulders of surgeons.

Aimee Gardner, who has her PhD in organized psychology, saw this inefficiency first hand.

"I worked in a large surgery department in Dallas right out of graduate school and quickly learned how folks are selected into residency and fellowship programs and all the time that goes into it — time spent by physicians reviewing piles and piles of like paper applications and spending lots and lots and of hours interviewing like hundreds of candidates," Gardner tells InnovationMap. "I was just really shocked by the inefficiencies from just a business and workforce perspective."

And things have only gotten worse. There are more applicants hitting the scene every year and they are applying to more hospitals and programs. Future surgeons used to apply for 20 or so programs — now it’s more like 65 on average. According to her research, Gardner says reviewing these applications cost lots of time and money, specifically $100,000 to fill five spots annually just up to the interviewing phase of the process.

Five years ago, Gardner came up with a solution to this “application fever,” as she describes, and all the inefficiencies, and founded SurgWise Consulting, where she serves as president and CEO.

"We help provide assessments to help screen competencies and attributes that people care about," Gardner says. "(Those) are really hard to assess, but really differentiate people who really thrive in training in their careers and people who don't."

Aimee Gardner is the CEO and president of Houston-based SurgWise. Photo via surgwise.com

These are the non-technical skills, like the professionalism, interpersonal skills, and communication. While SurgWise began as a service-oriented consulting company, the company is now ready to tap technology to expand upon its solution. The work started out of Houston Methodist, and SurgWise is still working with surgery teams there. She says they've accumulated tons of data that can be leveraged and streamlined.

"We're now pivoting from a very intimate client approach to a more scalable offering. Every year we assess essentially around 80 percent of all the people applying to be future surgeons — those in pediatric surgery, vascular surgery, and more,” Gardner says. “We’ve used kind of the last five years of data and experiences to create a more scalable, easy-to-integrate, and off-the-shelf solution.”

Gardner says her solution is critical for providing more equity in the hiring process.

“One of our goals was to create more equitable opportunities and platforms to assess folks because many of the traditional tools and processes that most people use in this space have lots of opportunity for bias and a high potential for disadvantaging individuals from underrepresented groups," she says. "For example, letters of recommendation are often a very insider status. If you went to some Ivy League or your parents were in health care and they know someone, you have that step up from a networking and socioeconomic status standpoint."

Personal statements and test scores are also inequitable, because they tend to be better submissions if people have money for coaching.

SurgWise hopes to lower the number of programs future surgeons apply to too to further streamline the process. She hopes to do this through an app and web tool that can matchmake people to the right program.

“Our ultimate goal is to create a platform for applicants to obtain a lot more information about the various places to which they apply to empower them to make more informed decisions, so that they don't have to apply to a hundred places," Gardner says. "We want to essentially create a match-style app that allows them to input some data and tell us 'here's what I'm looking for here are my career goals and any preferences I have.'”

While that tool is down the road, Gardner says SurgWise is full speed ahead toward launching the data-driven hiring platform. The bootstrapped company hopes to raise early venture funding this summer in order to hire and grow its team.

“As we continue to consider this app that I talked about and some of the other opportunities to scale to other specialties we're gonna start looking for a series A funding later this summer.”

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New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.

SpaceX to get more than 700 acres of Texas wildlife refuge in land swap

Space News

A federal judge on Monday, September 21, refused to block the Trump administration from giving SpaceX more than 700 acres of wildlife refuge as part of a land swap in Texas, while environmental groups vowed to continue their legal challenge.

U.S. District Judge Fernando Rodriguez Jr. declined the plaintiffs' request for a preliminary injunction to prevent the parcel exchange, saying they failed to prove it would worsen ecological risks to a Gulf Coast region already transformed by billionaire Elon Musk’s rocket operations.

In June, the U.S. Fish and Wildlife Service approved moving forward with the deal with SpaceX, which would surrender 683 acres the company owns in exchange for the federal land in the Lower Rio Grande Valley National Wildlife Refuge. The 103,000-acre refuge spans four counties along the Texas border and is home to animal habitats and historical landmarks.

Maps show the land SpaceX would acquire would be closer to the company's launchpad near the U.S.-Mexico border.

The swap amounts to a gift of public lands to SpaceX, “clearing the way for bulldozers to tear into this wildlife refuge as soon as next week and turn a public treasure into a private payday,” said Laiken Jordahl, a spokesperson with the Center for Biological Diversity, which filed the lawsuit alongside other opponents including tribal groups. Jordahl said Monday that the litigation will continue even as the exchange goes forward.

“This court order is not the final word. These lands hold incredible spiritual, historical and conservation value for the people and wildlife of South Texas. We won’t stop fighting to keep this irreplaceable public wildlife refuge safe from SpaceX bulldozers,” Jordahl said in a statement.

The lawsuit asks the federal court to halt the exchange, which has worried SpaceX opponents in the area who have long criticized the company's expanding footprint over lost access to beaches and concerns over exploding rockets.

The Fish and Wildlife Service didn’t respond to a request for comment on Monday’s decision. Previously, a spokesperson had said the agency does not comment on ongoing litigation.

The agency issued a final environmental assessment report in June that determined the exchange would cause no significant impact to the area. The report said the federal government believed the acquisition would represent a “net conservation benefit” and provide “substantial long-term conservation value and improving landscape-scale habitat connectivity across refuges in South Texas.”

The judge said that the plaintiffs offered “relatively weak” evidence of environmental harm.

“While they rightfully argue that the preservation of wildlife and historical lands furthers the public interest, they present no evidence demonstrating that the Property will suffer aesthetic, environmental, cultural, or historical degradation during the pendency of this lawsuit,” Rodriguez wrote in his ruling.

In addition, the judge said a preliminary injunction would result in modifications to SpaceX’s development plans, “placing additional hardship on the company’s ability to meet milestones and contractual obligations.”

SpaceX did not return an email seeking comment on the judge's ruling.

The space exploration company first broke ground in Texas more than a decade ago and has expanded rapidly, so much that SpaceX employees last year voted to incorporate their own local government called Starbase.

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