3 Houston innovators to know this week

who's who

This week's roundup of Houston innovators includes Winston Wright of Alto, Serafina Lalany of Houston Exponential, and Zeev Braude of SiteAware. Courtesy photos

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

Winston Wright, Houston general manager at Alto

Winston Wright leads Houston operations for Dallas-based Alto, which is taking on the likes of Uber and Lyft. Photo courtesy of Alto

As any Houstonian knows, the city is quite large. While Dallas-based Alto, a luxury rideshare service, rolled out in Houston a while ago, Winston Wright has plans to make sure the company is covering the entire greater Houston area.

Wright, who's the Houston general manager for Alto, joined last week's episode of the Houston Innovators Podcast. He shares more on Alto's future in Texas and beyond, as well as what's challenging him most as he grows the team locally.

"The vision I have for this market is that, as we move forward and continue to expand, that we're covering all of Houston," he says. Click here to read more and to listen to the episode.

Serafina Lalany, executive director of Houston Exponential

Houston Exponential appoints new executive director and restructures its boardHX has its new permanent leader. Photo courtesy of Serafina Lalany

It's a new era for Houston Exponential, and Serafina Lalany, named the organization's executive director last September, is leading HX into its new phase.

"The interesting thing of being an organization of ex-startup operators is that we operate as a startup ourselves," she tells InnovationMap. "Along the journey of supporting and building infrastructure for a startup community, we have also been seeking our own product market fit. I think we're at the place now where we have a profound realization of what that is and who we serve. We have crystal clear vision around that."

Lalany discusses more of her plans for HX for 2022 and shares how the organization is evolving to be what Houston's innovation ecosystem needs in an interview. Click here to read more.

Zeev Braude, CEO of SiteAware

Houston-based SiteAware has raised $15 million in its latest round of funding. Photo courtesy of SiteAware

SiteAware, a Houston construction software startup, raised $15 million in its series B round, which was led by Singapore-based Vertex Ventures Israel. Existing investors Robert Bosch Venture Capital GmbH, Axon Ventures, Oryzn Capital, The Flying Object, and lool Ventures also contributed to the round.

The company's digital construction verification, or DCV, platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy.

"SiteAware's DCV error prevention technology is disrupting the construction industry by dramatically accelerating schedules and streamlining work processes for all parties. In the next few years, everyone from contractors to developers will be using DCV to build without rework," says Zeev Braude, CEO of SiteAware, in a news release. "DCV gives the construction ecosystem access to data they've never had before, data that holds the key to the next jump in productivity for the industry." Click here to read more.

Houston-based SiteAware has raised $15 million in its latest round of funding. Photo courtesy of SiteAware

Houston-based construction software startup closes $15M in funding round

money moves

A Houston startup that provides artificial intelligence-enabled verification software to the construction industry has closed its series B round.

SiteAware raised $15 million in the round, which was led by Singapore-based Vertex Ventures Israel. Existing investors Robert Bosch Venture Capital GmbH, Axon Ventures, Oryzn Capital, The Flying Object, and lool Ventures also contributed to the round.

The company's digital construction verification, or DCV, platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy.

"SiteAware's DCV error prevention technology is disrupting the construction industry by dramatically accelerating schedules and streamlining work processes for all parties. In the next few years, everyone from contractors to developers will be using DCV to build without rework," says Zeev Braude, CEO of SiteAware, in a news release. "DCV gives the construction ecosystem access to data they've never had before, data that holds the key to the next jump in productivity for the industry."

The company, founded in 2015 by Braude and CTO Ori Aphek, closed its series A round at $10 million in October of 2020. The company will use the fresh funds continue its software's growth and presence in the market.

"As the first mover in this new category, SiteAware is blazing a trail for the entire construction industry, allowing the sector to leverage technologies that will ultimately make it more efficient, more transparent and smarter," says Emanuel Timor, general partner at Vertex Ventures, in the news release. "We look forward to working closely with the team at SiteAware as it expands its footprint and deepens its work with industry leaders around the world."

According to the release, SiteAware saw a 3X revenue growth in 2021.

Houston-based SiteAware has raised $10 million in its latest round of funding. Photo courtesy of SiteAware

Houston construction software startup raises $10M in series A round

money moves

A growing startup that provides artificial intelligence-enabled verification software to the construction industry has announced the closing of a multimillion-dollar round.

Houston-based SiteAware announced last week that it's closed a $10 million series A investment round that was co-led by San Diego-based Axon Ventures and Germany-based Robert Bosch Venture Capital.

The company's platform uses AI and digital twin technology to provide real-time verification of construction fieldwork. According to a press release from SiteAware, the construction industry represents a $1.3 trillion market share of the United States economy.

"The cost of construction errors and the risk mitigation costs contribute to 10 to 30 percent of this number. SiteAware's technology significantly lowers this overhead, allowing for customers to reap the benefit," says Zeev Braude, SiteAware CEO, in the release.

By scanning buildings under construction, SiteAware's technology constructs a 3D model of the area and compares the progress of the structures to the construction plans in real time. This technology allows for any deviations from the plan to be realized as soon as possible, which means avoiding costly repairs or reconstructions.

"By enabling general contractors and developers to reduce the cost of errors and better mitigate risk, the ripple effect lowers the cost of real estate, providing better value opportunities for home buyers," Braude adds in the release. "Our technology closes the gap between plans and field work, solving this very important challenge within the trillion dollar construction sector."

SiteAware, which was founded in 2015 by Braude and CTO Ori Aphek, previously raised seed funding in 2015 and 2016. Existing investors, including lool Ventures, Oryzn Ventures, The Flying Object and Power Capital Venture also participated in the round.

"SiteAware has built a state of the art technology which provides the digital value that the construction industry has been needing, and we're excited to join in their vision," says Arad Naveh, partner at Axon VC, says in the release. "We were highly impressed that they were able to build a customer base of market leaders, and moreover, the impact that SiteAware's tools are already making."

SiteAware's technology can analyze construction sites in real time. Image courtesy of SiteAware

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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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