Fast-growing Houston real estate startup surges to No. 7 on Inc. 5000

growth report

AI-supported Epique Realty is the 7th fastest-growing private company. Courtesy photo

Houston-based Epique Realty has ridden the AI wave to rank among the Inc. 5000’s 10 fastest-growing private companies.

With three-year revenue growth of 23,210 percent, the AI-powered real estate brokerage appears at No. 7 on this year’s Inc. 5000 list. The 2026 list ranks private companies based on percentage revenue growth from 2022 to 2025.

Epique, founded in 2021, also ranks as the No. 1 fastest-growing company in Houston, No. 1 fastest-growing real estate company in the U.S., and No. 2 fastest-growing company in Texas.

Epique’s annual revenue surpasses $91 million

Between 2022 and 2025, the company’s annual revenue skyrocketed from $391,654 to more than $91.2 million. In 2025, the brokerage closed more than 23,000 deals and surpassed $7 billion in total sales, elevating Epique to the country’s 14th-largest real estate brokerage as measured by volume.

Epique’s network has more than 4,000 agents.

“To debut in the top 10 of the Inc. 5000 is absolute proof that when you relentlessly put agents first, exponential growth takes care of itself,” co-founder and CEO Joshua Miller said in a news release.

“We didn’t achieve this by following the industry playbook; we achieved this by burning it,” Miller added. “By fully funding our agents’ success through free health care, proprietary AI, and world-class leads, we’ve built a company where agents can finally thrive.”

The company’s other co-founders are Chris Miller, chief operating officer and vice president of expansion, and Janice Delci, chief financial officer.

Epique expands business to Canada, Mexico, Australia

The Millers and Delci have guided the company’s rapid expansion.

“Scaling our corporate support team to match [our] hyper-growth while seamlessly expanding across all 50 states and internationally to Canada, Australia, and Mexico takes an incomparable operational infrastructure,” Miller said.

“We have built an enterprise-grade technology ecosystem that allows us to absorb overhead and empower our agents at lightning speed,” he added. “This ranking validates that our disruptive model is working, and it is completely redefining the global industry standard.”

Epique launched its platform in 2023, touting itself as the industry’s first AI-powered brokerage. The startup’s platform provides AI tools for real estate agents to improve their marketing, streamline content creation, and boost engagement with clients and prospects.

Among Epique’s AI tools are:

  • ChatGPT for generation of property descriptions
  • AI-assisted creation of blog posts and agents’ bios
  • Production of Instagram quotes for social media marketing

“When we started Epique, we wanted to build a company that genuinely cared for its agents’ financial and physical well-being,” Delci says. “To see that vision translate into this level of historic record-breaking growth is a beautiful testament to the true power of radical generosity.”

Epique and fellow honorees will be recognized Oct. 14-16 at the 2026 Inc. 5000 Conference & Gala in Dallas.

Six other Houston-area companies land in top 250

Here are the six other Houston-area companies that claimed spots in the top 250 on the Inc. 5000 list. Each company name is followed by its ranking, headquarters city, and three-year growth rate.

  • No. 27 Empact Technologies, 8,275 percent
  • No. 60 Action1, 4,512 percent
  • No 75 Signs By G, 3,684 percent
  • No. 79 The ’Pause Life, 3,469 percent (Galveston)
  • No. 110 Turtlebox Audio, 2,576 percent
  • No. 178 Dahnani Private Equity Group, 1,904 percent (Stafford)

How did companies in Texas’ other major metros fare?

Here’s a breakdown of companies in the Austin, Dallas-Fort Worth, and San Antonio areas that made the top 250 on the Inc. 5000. Again, each company name is followed by its ranking, headquarters city, and three-year growth rate.

Austin (10 companies)

  • No. 9 Investment Watches, 15,741 percent
  • No. 72 Razor Metrics, 3,856 percent
  • No. 91 Autonomize AI, 2,921 percent
  • No. 102 Choose Your Horizon, 2,719 percent
  • No. 132 Wander Staffing, 2,296 percent
  • No. 144 Everyday Dose, 2,179 percent
  • No. 148 NetRise, 2,118 percent
  • No. 163 Nutrabound Labs, 1,999 percent (Bastrop)
  • No. 179 Steadily, 1,890 percent
  • No. 208 Tiny Health, 1,624 percent

Dallas-Fort Worth (11 companies)

  • No. 3 Yantran, 258,740 percent (Allen)
  • No. 12 Paek Management Group, 12,520 percent (Irving)
  • No. 82 Elite Robotics and Automation, 3,334 percent (Fort Worth)
  • No. 133 Outamation, 2,291 percent (Southlake)
  • No. 147 Red Creek Solutions, 2,119 percent (Frisco)
  • No. 155 JobTread Software, 2,071 percent (Dallas)
  • No. 164 DAX Eyewear, 1,977 percent (Nevada)
  • No. 186 Optimized Waste Removal, 1,830 percent (Fort Worth)
  • No. 204 Freight Flex, 1,642 percent (Denton)
  • No. 212 Maverick Power, 1,591 percent (McKinney)
  • No. 229 Innovative Life Sciences, 1,494 percent (McKinney)

San Antonio (one company)

  • No. 118 Hire With Near, 2,421 percent
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Houston-based Action1 landed at No. 29 nationally and No. 1 in the software category in this year's Inc. 5000 ranking. Photo via Getty Images.

Fast-growing Houston tech firm leads dozens of local companies on Inc. 5000

growth report

Dozens of Houston-area businesses appear in this year’s Inc. 5000 ranking of the 5,000 fastest-growing private companies in the U.S., with a security software provider capturing the region’s No. 1 spot on the list.

Landing at No. 29 nationally and No. 1 in the software category, the top-ranked Houston-area private company is Houston-based Action1. The company recorded median revenue growth of 7,188 percent from 2021 to 2024, according to the Inc. 5000.

It’s the first appearance on the Inc. 5000 list for Action1, founded in 2018.

Action1 produces patch management software. A patch, or fix, quickly repairs software to resolve functionality problems, improve security or add features, according to TechTarget.

“Modern organizations understand that proactive patch management is essential to staying ahead of today’s rapidly evolving threat landscape,” Mike Walters, co-founder and president of Action1, said in a news release. “Our continued hypergrowth reflects the increased demand for enterprise cybersecurity innovation. You can’t be just powerful and secure — you must also be simple to deploy and scale and cost-effective.”

Below are the Houston-area businesses that earned a ranking among the top 1,000 companies, including their industries and their three-year growth rate. To see the other Houston-area companies in the Inc. 5000, visit inc.com/inc5000/2025.

  • No. 29 Houston-based Action1, software (7,188 percent)
  • No. 49 Spring-based Bogey Bros Golf, retail (5,540 percent)
  • No. 84 Houston-based Turtlebox Audio, consumer products (3,818 percent)
  • No. 87 The Woodlands-based Allied Wealth, financial services (3,796 percent)
  • No. 319 Houston-based Strategic Office Support, business products and services (1,228 percent)
  • No. 324 Houston-based Novo Communications, security (1,212 percent)
  • No. 363 Houston-based OptiSigns, software (1,101 percent)
  • No. 385 Houston-based Cart.com, business products and services (1,053 percent)
  • No. 421 Houston-based Sydecar, financial services (962 percent)
  • No. 471 The Woodlands-based Acuity Technology Partners, IT services (869 percent)
  • No. 577 Stafford-based Dahnani Private Equity Group, real estate (718 percent)
  • No. 706 Houston-based Why Not Natural, consumer products (585 percent)
  • No. 709 Stafford-based Signarama Sugar Land, manufacturing (584 percent)
  • No. 744 Houston-based FINBOA, software (557 percent)
  • No. 747 Houston-based Amundson Group, human resources (557 percent)
  • No. 793 Houston-based Field Industries, manufacturing (533 percent)
  • No. 957 Friendswood-based Good Ranchers, food and beverage (448 percent)
  • No. 999 Houston-based ARIA Signs & Design, business products and services (428 percent)
The Inc. 5000 list is out — here's how Houston faired this year. Photo by Natalie Harms

Houston boasts impressive presence on annual list of fastest-growing businesses

showing off

One hundred businesses in the Houston area — including the top-ranked company in Texas — have been named to the 2024 Inc. 5000 list of the country’s fastest-growing private companies.

The 2024 Inc. 5000 ranks companies based on their percentage growth in revenue from 2020 to 2023.

Topping the list of Houston-area companies on the list is The Woodlands-based Segment HR, which notched revenue growth of 7,353 percent. That growth rate earned Segment HR the No. 32 spot on the national list and the No. 1 ranking in Texas.

Founded in 2018 by former federal HR specialist Robin Scott, Segment HR specializes in providing HR support for federal agencies. The company employs remote HR specialists in 23 states and the District of Columbia.

Here’s the list of the top 25 Houston-area companies in the 2024 edition of the Inc. 5000, including each company’s headquarters city, growth rate, and national ranking:

  • Segment HR, The Woodlands, 7,353 percent, No. 32
  • Dhanani Private Equity Group, Stafford, 3,617 percent, No. 89
  • Realty.com, Houston 3,052 percent, No. 107
  • Turtlebox Audio, Houston, 1,913 percent, No. 209
  • Amundson Group, Houston, 1,306 percent, No. 332
  • Valiant Business Lending, Houston, 1,286 percent, No. 337
  • Strategic Office Support, Houston, 1,192 percent, No. 367
  • 10xTravel, Houston, 1,102 percent, No. 401
  • NOW Insurance, Houston, 797 percent, No. 559
  • Explore Group, Houston, 796 percent, No. 562
  • Specialty1 Partners, Houston, 728 percent, No. 631
  • FINBOA, Houston, 714 percent, No. 650
  • BroCoTec, Houston, 687 percent, No. 690
  • Elite Roofing, Houston, 675 percent, No. 706
  • Patriot Bolt, Humble, 641 percent, No. 757
  • CT Sounds, Houston, 624 percent, No. 789
  • Supreme Jewelers, Friendswood, 525 percent, No. 965
  • Dometik Commercial Construction, Cypress, 477 percent, No. 1,070
  • Vape City, Houston, 459 percent, No. 1,116
  • Highlands Construction, Houston, 451 percent, No. 1,132
  • Houston Tents and Events, Houston, 438 percent, No. 1,171
  • Goebel Fasteners, Houston, 385 percent, No. 1,340
  • Field Industries, Houston, 376 percent, No. 1,366
  • Coverflex Manufacturing, Houston, 365 percent, No. 1,410

“One of the greatest joys of my job is going through the Inc. 5000 list,” says Mike Hofman, editor-in-chief of Inc. magazine. “To see all of the intriguing and surprising ways that companies are transforming sectors, from health care and AI to apparel and pet food, is fascinating for me as a journalist and storyteller.”

Elsewhere in Texas:

  • Austin-based Maev led the Austin-area pack with a growth rate of 6,734 percent, earning the No. 38 spot on the national list.
  • Dallas-based Archer Review led the Dallas-area pack with a growth rate of 5,771 percent, earning the No. 46 spot on the national list.
  • LaVernia-based Begesh led the San Antonio-area pack with a growth rate of 1,111 percent, earning the No. 396 spot on the national list.
The sweaters may be ugly, but the success of Specialty1's team is gorgeous. Specialty1/Facebook

Houston company boasting 18,000-percent growth scores top spot on coveted Inc. 5000 list

winner, winner

Dozens of Houston-based companies have undergone explosive growth in revenue over the last few years, with one such business landing near the top of the prestigious 2023 Inc. 5000 list.

One Houston-based company, Specialty1 Partners, ranked No. 15 nationally, boasting an unimaginable 18,747 percent growth rate from 2019 to 2022. Founded in 2019 by a group of doctors, Specialty1 Partners is a specialty dental services provider focusing on endodontics, oral surgery, and periodontics.

In a press release celebrating their No. 15 spot, the company says it now has more than 350 specialists across 27 states, and over 220 practices.

"We are honored to be recognized by Inc. 5000 for our 3rd consecutive year," stated Daryl Dudum, founder and co-CEO of Specialty1 Partners. "Our tremendous growth reflects our core mission in serving our dental surgical specialists by providing the clinical autonomy they deserve and the business support they need."

While being No. 1 in Houston, Specialty1 Partners is also the fifth highest-ranked Texas business on the list, and No. 1 in the national dental industry. Austin-based CharterUp, an online marketplace specializing in real-time instant transportation booking, ranked No. 2 nationally and No. 1 in the state.

It's not the first award that Specialty1 Partners is celebrating this year. Dudum and his co-founder and co-CEO, Matthew Hadda, were named regional winners for the 2023 EY Entrepreneurs of the Year awards.

Companies on the 2023 Inc. 5000, released August 15, are ranked by percentage growth in revenue from 2019 to 2022. To qualify for the list, a company must have been founded and generating revenue by March 31, 2019. The company also must have been U.S.-based, privately held, for-profit, and independent as of December 31, 2022. The minimum revenue required for 2019 was $100,000; the minimum for 2022 was $2 million.

In all, 482 Texas-based companies made this year’s list, and 95 of those are Houston-based. The report says eight businesses are newly-founded, 59 are repeat honorees, and more than 9,400 jobs were added thanks to these companies.

The 10 remaining Houston-area businesses ranking among the top 500 include:

  • No. 81 – Hawthorne Capital, 5,574 percent growth rate
  • No. 89 – Valiant Capital, 5,223 percent growth rate
  • No. 162 – Intervene K-12, 3,207 percent growth rate
  • No. 205 – Mission Driven Meat & Seafood, 2,720 percent growth rate
  • No. 292 – BODY20, 1,931 percent growth rate
  • No. 360 – Cobalt Engineering and Inspections, La Marque, 1,588 percent growth rate
  • No. 383 – Jess Lea Boutique, Magnolia, 1,519 percent growth rate
  • No. 393 – Gasochem International, 1,469 percent growth rate
  • No. 441 – Supreme Jewelers, Friendswood, 1,315 percent growth rate
  • No. 489 – Just Made Foods LLC, 1,198 percent growth rate

Here are the other Texas companies appearing in the state’s top 20 are:

  • No. 2 – CharterUp, Austin, 111,130 percent growth rate
  • No. 4 – Green Light Distribution, Coppell, 41,090 percent growth rate
  • No. 13 – Blue Hammer Roofing, Dallas, 19,510 percent growth rate
  • No. 14 – eTrueNorth, Mansfield, 19,130 percent growth rate
  • No. 19 – Publishing.com, Austin, 16,497 percent growth rate
  • No. 85 – Archer Review, Dallas, 5,378 percent growth rate
  • No. 90 – Norwood, Austin, 5,189 percent growth rate
  • No. 104 – 24HourNurse Staffing, Pittsburg, 4,520 percent growth rate
  • No. 110 – Advantis Medical Staffing, Dallas, 4,302 percent growth rate
  • No. 112 – CloudServus, Austin, 4,215 percent growth rate
  • No. 144 – Maveneer, Dallas, 3,630 percent growth rate
  • No. 145 – Ashland Greene, Dallas, 3,617 percent growth rate
  • No. 152 – Physical Therapy Biz, Dallas, 3,542 percent growth rate
  • No. 155 – Curis Functional Health, Dallas, 3,444 percent growth rate
  • No. 175 – TimelyCare, Fort Worth, 3,015 percent growth rate
  • No. 180 – LeasePoint Funding Group, Austin, 2,920 percent growth rate
The full list of businesses can be found on inc.com.

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This article originally ran on CultureMap.

GoExpedi, an e-commerce software company, represents Houston's tech and startup ecosystem on this year's Inc. 5000. Image courtesy of GoExpedi

Houston e-commerce startup cracks Inc. 5000 — here's who makes the 2022 list

by the numbers

In the latest edition of its roundup of fastest growing privately held companies, Inc. magazine has recognized dozens of Houston organizations.

Houston startup GoExpedi, an industrial supply chain and analytics company, is the highest ranking local tech company on the list. GoExpedi ranked No. 675 in the 2022 edition of Inc. 5000, with a 924 percent growth rate between 2018 and 2021.

"The team at GoExpedi is honored to rank number 675 among America's Fastest-Growing Private Companies on the Inc. 5000 Annual List," says Tim Neal, CEO of GoExpedi, in a news release. "GoExpedi has grown exponentially since launching in 2017 due to our forward-thinking and innovative supply chain solutions."

Real estate firm Disrupt Equity is the overall top Houston performer, and the sole Houston company to break the top 200 in the report. The company charted an impressive 2,975 percent growth rate between 2018 and 2021. The firm pushes complete multifamily real estate investment offerings that are earmarked as able to achieve and even exceed projections, clearly a safe haven in one of the biggest — and hottest — real estate markets in the entire nation.

Disrupt claims an impressive ROI for clients: The company boasts a "proven track record with over a dozen full cycle exits averaging over 36 percent annualized return to investors," director of investor relations, Tarek Moussa, tells CultureMap.

"We could not be more ecstatic to hear that Disrupt Equity has been announced as the fastest growing company in Houston by Inc 5000," says Feras Moussa, Disrupt's managing partner, in a statement. "We believe success in real estate, especially in today's economic environment, comes from being a great operator and having a strong team behind you. We believe this has been a large contributor to our success and helps us to continue to provide incredible passive real estate investment opportunities to our investors."

Speaking of real estate, another Houston firm performed well. Construction Concepts, which specializes in commercial design and build in Houston and Austin, ranked No. 497 overall, with 1,251 percent growth over three years. 5111 VENTURES, listed as a full-service real estate brokerage firm specializing in technology-driven residential and commercial sales and consulting services, was No. 558 with 1125 percent growth over three years.

In all, 468 Texas-based companies made this year’s Inc. 5000. Dallas-Fort Worth firms performed especially well:

  • No. 13 StaffDNA, Plano, 19,699 percent growth rate
  • No. 17 Blue Hammer Roofing, Dallas, 15,911 percent growth rate
  • No. 116 TimelyMD, Fort Worth, 3,852 percent growth rate
  • No. 142 Curis Functional Health, Farmers Branch, 3,380 percent growth rate
  • No. 148 SmartLight Analytics, Plano, 3,317 percent growth rate
  • No. 168 Digital Thrive, Dallas, 3,056 percent growth rate
  • No. 172 Forester Haynie, Dallas, 2,984 percent growth rate

Here are the other Texas companies appearing in the state’s top 20 and in the top 500 overall.

  • No. 60 AdOutreach, Austin, 6,052 percent growth rate
  • No. 62 Webforce, Austin, 6,009 percent growth rate
  • No. 117 Homestead Brands, Austin, 3,839 percent growth rate
  • No. 174 Disrupt Equity, Houston, 2,975 percent growth rate
  • No. 188 24HourNurse Staffing, Pittsburg, 2,801 percent growth rate
  • No. 201, Everly Health, Austin, 2,643 percent growth rate
  • No. 209, Texas Solar Integrated, San Antonio, 2,559 percent growth rate
  • No. 212, Apple Blvd Boutique, Frisco, 2,555 percent growth rate
  • No. 285 Element 26, Austin, 1,948 percent growth rate
  • No. 312 Boostlingo, Austin, 1,820 percent growth rate
  • No. 317 Cover Desk, Austin, 1,800 percent growth rate
  • No. 325 Canopy Management, Austin, 1,758 percent growth rate
  • No. 497 Construction Concepts, Houston, 1,251 percent growth rate

Companies on the 2022 Inc. 5000 are ranked by percentage growth in revenue from 2018 to 2021. To qualify for the list, a company must have been founded and been generating revenue by March 31, 2018. The company also must have been U.S.-based, privately held, for-profit, and independent as of December 31, 2021. The minimum revenue required for 2018 was $100,000; the minimum for 2021 was $2 million.

"The accomplishment of building one of the fastest-growing companies in the U.S., in light of recent economic roadblocks, cannot be overstated," says Scott Omelianuk, editor in chief of Inc. "Inc. is thrilled to honor the companies that have established themselves through innovation, hard work, and rising to the challenges of today."

A total of 90 Houston-area companies made the list last year, including Homestead Brands, Onit, GoCo.io, Velentium, Softeq, Poetic, Techwave, and more.

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This article originally ran on CultureMap. Steven Devadanam and Natalie Harms also contributed to this story.

This Houston company is among the fastest-growing businesses in the state. Sean Pavone/Getty Images

Houston e-commerce company ranks as one of fastest-growing business in Texas, says Inc.

A Houston-based company is among the 100 fastest growing businesses in the nation.

Homestead Brands, an e-commerce business comprised of the Lori Wall Beds and Organic Swings brands, grew 3,916 percent from 2017 to 2020, according to the newly released Inc. 5000 list. That makes the Humble-based business the eighth-fastest-growing private company in Texas and the 98th nationally.

"We are a team of A players determined to build the kind of company we all wish we could have worked at from the start of our careers: a place where everybody is valued, challenged, and comes to work with a sense of purpose," Homestead Brands says on its website.

A total of 90 Houston-area companies made the list. Other tech companies making the cut includes Onit, GoCo.io, Velentium, Softeq, Poetic, Techwave, and more.

Companies on the 2021 Inc. 5000 are ranked according to percentage growth in revenue from 2017 to 2020. To qualify, companies must have been founded and generating revenue by March 31, 2017. They also must be U.S.-based, privately held, for-profit, and independent. The minimum revenue threshold for 2017 is $100,000; the minimum for 2020 is $2 million. Among the 5,000 companies on the list, the average median three-year growth rate stood at 543 percent, and median revenue reached $11.1 million.

"The 2021 Inc. 5000 list feels like one of the most important rosters of companies ever compiled," Scott Omelianuk, editor-in-chief of Inc., says in an August 17 news release. "Building one of the fastest-growing companies in America in any year is a remarkable achievement. Building one in the crisis we've lived through is just plain amazing. This kind of accomplishment comes with hard work, smart pivots, great leadership, and the help of a whole lot of people."

San Antonio-based Texas Solar Integrated took the top spot statewide and ranked 11th nationally with a growth rate of 22,381 percent. The company installs commercial and residential solar energy systems.

"At Texas Solar, we treat our customers like family. We believe that successful relationships with partners and homeowners alike develop through transparency and the trust for doing things right the first time," the company says on its website.

The top-ranked company from the Austin area is Empowering a Billion Women, landing at No. 28. The company, which does business as EBW Worldwide, focuses on social, health, and economic empowerment of women. The company saw three-year revenue growth of 10,676 percent.

"Access to opportunity, education, and a support system for success is key to breaking the historical biases that have previously held women back from reaching their fullest social, health, and economic potential," says Linda Pringle Evans, dean of The EBW Business School for Women.

In Dallas-Fort Worth, Pomerenke Holdings is the top-ranked company on the Inc. 5000. Holding down the No. 73 spot, the automotive remarketer grew 5,164 percent from 2017 to 2020.

"Being ranked 73rd in a tough economic year for so many demonstrates the outstanding work and dedication of our team and partners," says Joey Pomerenke, founder and CEO of Pomerenke Holdings.

Following are other Texas companies that made the top 200 in the Inc. 5000, along with their three-year growth rates:

49. Residential real estate platform OJO Labs, Austin, 6,767 percent
77. Book club operator Literati, Austin, 4,898 percent
79. Tea-by-the-box purveyor Sips by, Austin, 4,754 percent
87. YouTube ad platform AdOutreach, Austin, 4,515 percent
120. Staffing agency Rayne Staffing, Houston, 3,390 percent
141. Dental services provider Endo1 Partners, Houston, 2,936 percent
165. Healthcare consulting firm ReMedi Health Solutions, Houston, 2,547 percent
169. Mortgage lender NXT Mortgage, Coppell, 2,496 percent
196. Software provider Noblesoft Technologies, Irving, 2,200 percent

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This article originally ran on CultureMap.

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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.

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.

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