From research and venture capital funding to startup growth and accelerator applications opened, here's what you need to know in Houston innovation news. Photo via Getty Images

The month of May has started strong with Houston innovation news, and there might be some headlines you might have missed.

In this roundup of short stories within Houston startups and tech, local universities share big moves in cybersecurity and plant research, a Houston entrepreneur raises extra seed funding, and more.

Houston medical technology accelerator opens applications

This medtech startup accelerator has applications open. Graphic via proximacro.com

M1 MedTech, Proxima Clinical Research's medical technology accelerator is accepting applications for its fall cohort. The program is seeking five to seven early-stage medical device companies for the three-month program. The cohort companies will have investment opportunities up to $100,000 as a combination of both cash and in-kind services.

“Our program is unique in that it combines acceleration capital, company building expertise, and the regulatory and clinical services of a top CRO,” says Larry Lawson, a venture partner and investor with M1, in the news release. “Access to the M1 founders’ network, both within and outside of the Texas Medical Center, sets these companies up for success. There’s no better group to build a MedTech company with, period.”

M1 MedTech, which was announced last year, was created to support early-stage medical device companies with a unique coaching process that will include a curated educational program, interactive workshops where participants can continually build out specific company deliverables, and tailored one-on-one mentoring.

“Many MedTech companies are launched by innovative first-time founders with strong scientific and medical expertise, but who have never taken a regulated product to market or built a business. After working with so many companies at various stages of this journey to market, both with Proxima CRO and with accelerators from across the country, we realized there was a gap that needed to be filled for these rising founders. They not only need regulatory and clinical assistance from experts with hundreds of success stories in this field, we found they also need assistance with design, manufacturing, business, IP, and so much more,” says Isabella Schmitt, RAC, Director of Regulatory Affairs for Proxima CRO and Principle at M1. “These rising founders need to know what they don’t know; so, we put a lot of thought into what emerging companies and rising executives really need, and from that, we built the M1 curriculum.”

Applications will remain open until May 31. To apply for the Fall 2022 cohort or to learn more about M1 MedTech, visit m1medtech.com.

Houston entrepreneur adds $1M to seed round

Houston-based Upgrade has raised additional seed funding. Photo via LinkedIn

Houston-based Upgrade Boutique — which uses technology to connect women with high-quality wigs and hair extensions — extended its seed round by $1 million, Fast Company reported. The round's initial seed leaders included Houston-based venture capital firms Artemis Fund and Mercury Fund, as well as Logitech president and CEO Bracken P. Darrell and ANIM.

“This [investment] will enable us to scale even faster and continue to invest in tools and resources that will improve the consumer experience, and help stylists operate more efficiently,” Winters tells Fast Company. “Based on feedback from the stylists on our platform, we see this as a natural development in the company’s evolution.”

University of Houston joins cybersecurity initiative

UH joins group that's advancing cybersecurity. Image via Getty Images

The University of Houston has joined a consortium that's funded by the U.S. Department of Defense (DoD) to launch a virtual institute that will recruit and train the next cybersecurity generation that will protect entities from cyber warfare, cyber espionage, and attacks on the electromagnetic spectrum.

The virtual institute is called VICEROY — Virtual Institutes for Cyber and Electromagnetic Spectrum Research and Employ — DECREE and will be led by Northeastern University and offered across five universities, including UH, Northern Arizona University, the University of Texas at Austin, and the University of South Carolina.

“The VICEROY DECREE virtual institute consortium model is transformational. It brings together the best offerings from multiple institutions to meet the workforce training needs in these domains," says Hanadi Rifai, Moores Professor of civil and environmental engineering and UH team lead on the project, in the news release.

One major focus for the program is the electromagnetic spectrum, which includes radio waves, and is a critical enabler for communications, navigation, radar, training and other military operations. The DoD has been seeking to hire more than 8,000 cyber workers to help defend the virtual space.

"We recognize the importance and need for workforce training in cybersecurity, electromagnetism, cryptography and data science. These are areas of specific focus and expertise on our campus,” says Paula Myrick Short, UH senior vice president for academic affairs and provost, in the release.

The two-year program starts in fall 2022 and is funded by a $1.5 million award from the Griffiss Institute, a nonprofit talent and technology accelerator for DoD and its academic, government, and industry partners around the world.

Local composting company moves into new Houston space and expands to Austin

Moonshot has expanded locally and statewide. Photo courtesy of Moonshot

Houston-based Moonshot Composting has announced its relocation to a 8,225-square-foot space in Northside Village at 1410 Bigelow St. The former Yellow Cab outpost is over five times the size of the originally location.

Additionally, this month Moonshot will open its doors in the greater Austin area with a facility in Creedmoor, just south of Austin. Moonshot's first commercial customer was Austin-headquartered Tacodeli.

The company has grown its business to nearly 500 subscribers, including 40 commercials accounts, as well as seven full-time and four part-time employees. Moonshot is diverting 30,000 pounds of food waste a week, with a total of nearly 1,000,000 pounds diverted since July 2020, per a news release.

“We are excited about our growth and all the individuals and companies getting on board to get food waste out of landfills and onto composting sites,” says Chris Wood, Moonshot principal and co-founder, in the release. “Our new space will make for more efficient operations all around.”

Moonshot Composting's commercial subscribers include Rice University, Houston Baptist University, The Awty International School, ConocoPhillips, Snooze Eatery, Ostia, and Amli Residential.

Rice University biologist wins NIH award

This Rice University scientist has received national recognition for her work plant cell analysis. Photo courtesy of Rice

A Rice University postdoctoral fellow and molecular and cell biologist has received a prestigious National Institutes of Health award.

Durre Muhammad of Rice Academy won the MOSAIC (Maximizing Opportunities for Scientific and Academic Independent Careers) K99/R00 award, which is intended to help postdoctoral researchers transition into careers while enhancing diversity within the academic biomedical research workforce, according to a news release from Rice. She's only the fourth individual from Rice to receive this recognition.

The first two years of the award will support the biologist's work in Bonnie Bartel's lab. She is working on defining the mechanisms by which cells in plants identify and eliminate damaged or obsolete organelles known as peroxisomes, which also play important roles in human aging.

“Our lab in general works on all things peroxisome, and I mainly focus on the latter stage when it’s ready for degradation,” Muhammad says in the release. “We identify the signals and different mechanisms involved in the process of decay.”

Muhammad joined Rice in 2018. She earned her Ph.D. in plant and microbial biology at North Carolina State University and her bachelor’s degree in biological sciences from the University of Illinois Chicago. She also has her MBA from Benedictine University. She received an NSF Postdoctoral Fellowship in Biology in 2019.

“Durre is a fantastic scientist who has brought new perspectives and approaches to my lab,” says Bartel, the Ralph and Dorothy Looney Professor of BioSciences. “We are delighted that NIH has recognized her accomplishments and potential with this award.”

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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.