The Greater Houston Partnership hosted a panel of Houston tech experts for the second annual State of Technology event. GHP/Twitter

What's the future of technology in the Bayou City? Several experts sat down to discuss at a recent luncheon.

The Greater Houston Partnership hosted its second annual State of Technology event — the first to be hosted in person — this week, and panelists joined the stage to discuss ESG, venture capital, and what's next for Houston's growing tech scene. Missed the conversation? Here are several key moments from the event.

"We've got to keep our foot on the gas in Houston."

— Bob Harvey, president and CEO of the GHP, says at the start of the panel. "We were hardly in the game at all five years ago. We are clearly in the game today — we're being noticed," he continues. "But just being in the game is not what we aspire to. We aspire to be a leader and a major player, so we still have a lot of work to do."

"We have seen an incredible shift across all industries and sectors focused on the business impact of ESG. And Houston is in such an incredible place for that."

— Trinity Lloyd, sustainability and energy transition lead at Google Cloud. "Like technology, energy is at the core of every industry and sector," she shares. "We're seeing a ton of innovation around energy transition and climate tech."

"Venture capitalists are seeking the best ideas. Traditionally, VC has been about who you know, but that's changed drastically."

— Sandy Guitar, managing director of the HX Venture Fund. "We're not all the way there yet, but most venture capitalists we're working with are very focused on making sure they get the best ideas in the most democratic way," Guitar says of inclusion in VCs. "You really have to understand difference to solve important problems."

"Early stage venture is at its prime right now. ... It also happens to be the kind of environment that Houston has really been known for."

— Guitar says of the landscape of Houston's startup ecosystem. "We have great early stage venture capital opportunities," she says. "People are looking to get invested in earlier and earlier."

"Premium is now knowing where your products came from." 

— Ann Lai, vice president and general manager of displays solutions business group at HP Inc. "The progeny of your device or services is extremely important to the average user."

"While we seek to solve our own corporate social responsibility and innovate within our organizations to have better and more accurate reporting, we have this opportunity to create new markets."

— Lloyd says. "We're starting to see industry lines blurring," she continues. "In 10 years, the way we all do business is going to be different."

"How do we use all of us as grassroots ambassadors to talk about Houston as a strong place for technology?"

— Lai says on getting the word out about Houston's tech scene. "We also need to find ways to track talent earlier in the pipeline."

"It's about the venture capital community at large efficiently finding the fastest growing deals, and corporations having a risk tolerance to lean into that."

— Guitar says about what needs to happen in Houston. "It's about getting that match making right," "That can change the trajectory of Houston."

"Doing good in the world is critical to attracting talent."

— Lloyd says on the future of the workforce. "Houston has an infrastructure of intellectual capital unlike any other city in the world that is really critical across ESG and the climate spectrum."

Paying a per-employee fee, companies can give their team access to a one-stop-shop approach to medical care with Crossover. Courtesy of Crossover

California B2B medical care concept enters Houston market with HP Inc. already signed on as a client

One-stop shop

Information technology provider HP Inc. and other major employers in the Houston area are exploring a new way to offer medical care to their employees.

A California company called Crossover Health just opened a 5,300-square-foot medical clinic in Spring. The clinic — Crossover Health's first in the Houston area — enables several self-insured employers to share one provider of primary healthcare services for their employees in an effort to cut costs and promote convenience.

Aside from primary medical care, offerings at the Spring clinic include physical therapy, and chiropractic, acupuncture, and fitness services. Each employer pays a monthly per-employee fee for access to Crossover Health.

At the Spring center, Crossover Health seeks to act on its "belief that healthcare should be convenient, simple to navigate, affordable, and personalized."

The Spring location, at 28420 Hardy Toll Road, features four rooms for primary care, and two each for physical therapy, acupuncture, and health coaching. At the outset, the clinic employs 13 people, but more hires are planned as Crossover Health adds clients there.

Palo Alto, California-based HP is the only client of the Spring clinic that Crossover Health is permitted to identify. In February, HP moved about 2,400 employees into its new two-building, 12-acre campus at Springwoods Village, a master-planned community just west of the Crossover Health clinic. Later this year, San Jose, California-based Hewlett Packard Enterprise Co., a sister company of HP, is scheduled to kick off construction of a new campus at Springwoods Village.

Neighboring employers include ExxonMobil, Southwestern Energy, and the American Bureau of Shipping.

For employers, Crossover Health operates medical clinics that are at or near worksites. Outside the Houston area, Crossover Health's corporate clients include Apple, LinkedIn, and Visa.

Larry Boress, executive director of the Dallas-based National Association of Worksite Health Centers, says clinics like Crossover Health's can reduce travel time for employees heading to medical appointments and, as a result, can improve productivity.

"The value of a worksite health and wellness center for both large and small employers in Houston is that it offers the ability to gain real value on their healthcare investment," Boress says.

Aside from trimming healthcare costs, such centers can boost employee satisfaction and decrease absenteeism, he says.

"These centers have also been found to help employers be an employer of choice, benefiting recruitment and retention of employees," Boress says.

A 2018 survey by consulting firm Mercer and the National Association of Worksite Health Centers found that in 2017, one-third of U.S. employers with at least 5,000 employees provided worksite medical clinics, up from almost one-fourth in 2012.

A different survey — this one conducted in 2018 by the National Association of Worksite Health Centers and Benfield, a market research, strategy, and communications consulting firm that focuses on the healthcare industry — showed that among large employers with some sort of medical arrangement, 63 percent offered on-site clinics, 16 percent offered nearby clinics, and 21 percent offered a mix of the two.

"The hope with on-site or near-site clinics is to make healthcare more convenient for employees, and along the way ideally cheaper by cutting down on visits," Business Insider reported in 2018. "Crossover says it can save as much as $970 per member compared to what employers would be paying if that employee went through the traditional healthcare system. That savings can add up for a company with thousands of employees."

Crossover Health already has brought its brand of healthcare delivery to Austin and San Antonio. Now that the company has planted its flag in the Houston market, it's eyeing its first location in Dallas-Fort Worth.

"Texas, which has consistently ranked as the top U.S. state for business and job growth, is one of our most important markets as we continue to expand our national footprint," Dr. Scott Shreeve, co-founder and CEO of Crossover Health, says in a release. "The new Spring center allows us to introduce our new model of primary care to an increasing number of corporations moving to the Lone Star State."


features four rooms for primary care, and two each for physical therapy, acupuncture, and health coaching.Courtesy of Crossover Health

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5 must-know fall application deadlines for Houston innovators

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Editor's note: As fall reaches full swing, Houston's innovation scene is calling on the latest batch of founders and startups looking to make a difference. A number of accelerators have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

Texas Life Science Forum

Deadline: Oct. 2

Details: Ventures can apply to present at the 15th annual Texas Life Science Forum, hosted by BioHouston and Rice Alliance. Participants will meet during office hours with venture capitalists, tech scouts, corporate venture groups and angel investors, and present their pitches in a public forum. Pitches take place on Nov. 10 and office hours are held Nov. 11. Find more information here.

Greentown Lab's Go Make 2027: Advanced Carbon Materials with ExxonMobil

Deadline: Oct. 9

Details: Greentown Labs is seeking applications from startups developing novel carbon-based technologies for its latest Go Make cohort in conjunction with ExxonMobil. The structured accelerator is designed to facilitate validation activities and explore potential long-term collaborations with Exxon, according to Greentown. Founders will have the opportunity to engage directly with industry leaders to test, validate and scale their carbon technologies in real commercial contexts. The program tentatively starts on Jan. 20, 2027 and concludes June 16, 2027. Find more information here.

Activate's U.S. Fellowship Cohort 2027

Deadline: Oct. 30

Details: Activate supports scientists at "the outset of their entrepreneurial journey." It partners with U.S.-based funders and research institutions to support its fellows in developing high-impact technology. Its fellows receive a living stipend, research and development funding, connections from Activate's robust network of mentors and access to a curriculum specific to the program for two years. Applicants must have a bachelor’s degree and 4-plus years of post-baccalaureate scientific research, engineering or technology development experience. Their work must be based in the physical or biological sciences or related engineering disciplines. Find more information here.

Rice Innovation Fellows

Deadline: Oct. 30

Details: The Liu Idea Lab for Innovation and Entrepreneurship (Lilie)'s Rice Innovation Fellows program supports 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. Candidates from all Rice engineering and science-related disciplines are encouraged to apply. Find more information here.

The TMC's Accelerator for Cancer Therapeutics

Deadline: Oct. 30

Details: Texas-based ventures and researchers developing a cancer therapeutics project can apply to this accelerator funded by the Cancer Prevention and Research Institute of Texas. The nine-month program runs February-September 2027 and focuses on market research, FDA regulations, intellectual property, licensing, finance, fundraising, legal and other critical areas for cancer-related ventures. Participants will complete the program with at least one grant submission and have the option to pitch to investors, corporate partners, media and other influential guests. Find more information here.

Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

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.