Both commercial and residential real estate businesses have been greatly affected by social distancing mandate. These two Houston companies are using technology to help grow their business. Photo courtesy of Cameron Management

As the coronavirus impacts foot traffic throughout businesses in Houston, the real estate world is ushering in digital resources to adapt to a socially distanced city.

Mike Miller, vice president of Ashlar Development, saw the growing threat of COVID-19 in early March and knew he and his team had to find new ways to engage prospective home buyers safely. By the time Houston County Judge Lina Hidalgo announced the stay-at-home order, Ashlar Development had started the process of drafting a 360-degree interactive map for its northeast Houston community, The Groves, that would allow homebuyers to virtually tour the property.

"People were scared to come out of their homes, to touch model home door knobs, and walk-in and see a sales agent," says Miller, who noted the initial decline in foot traffic.

The interactive map debuted on The Groves' website on March 30, allowing users to experience the community through 35 different touchpoints. Website visitors can peruse nearby trails, the playground, pool, community amenities, and the local elementary school to immerse yourself in the community.

"One of our mantras at The Groves is to get outside. We encourage our residents to get outside and enjoy the community, enjoy the trails, and enjoy everything. What this [interactive map] does is it allows you to safely get outside from the safety of your home," he says.

Ashlar Development launched a virtual tour tool for its northeast Houston community. Image courtesy of Ashlar Development

Commercial real estate is also paving the way for innovation amid the pandemic. Houston-based real estate group, Cameron Management, unveiled its virtual 3D office tour on Monday. Partnering with Austin-based Swivel, a digital leasing platform for office space, the real estate group's latest venture will allow tenants and brokers the ability to take a 3-D virtual tour of suites.

The SaaS-based leasing application, AgileView, will feature 50,000 square feet comprised of 12 Cameron Management suites.

"We were looking to provide a tour to a broker, [or] to a broker's client, without anybody having to put themselves at any risk," says Jano Nixon Kelley, Cameron Management's director of marketing.

Kelley had built a strong relationship with the Swivel team prior to the coronavirus outbreak. When she learned of the capabilities of AgileView, "we jumped on it," she says.

"We were so pleased that they actually got the feeling for the building," Kelley says, "It doesn't look cookie cutter."

Another way both companies are getting creative is through digital marketing. Ashlar Development pivoted to digital advertising through paid media ads, email campaigns, and social media marketing. Rather than cutting its marketing budget, the community reallocated funds to building out the 360-degree interactive map and transitioning from print ads to digital display ads.

The response equated to what Miller deems an "incredible success." In the first week of launching the 360-degree interactive map, Ashlar Development saw a 3,000 percent increase in page views. The traffic resulted in a 1,200 percent increase in views to its "Meet the Builder" page, which features various home builders partnered with The Groves community. Since the tour launch, the company has seen a 220 percent increase in first-time visitors to its website.

Ashlar Development's significant web traffic isn't just a vanity number; Miller states that the Groves has seen a 116 percent increase in April sales as compared to last year. To date, the community is seeing approximately 30 percent in year-over-year sales since the stay-at-home order took effect.

Similar to Ashlar Development's approach, Kelley says Cameron Management utilized email marketing to launch her campaign. Cameron Management is also incentivizing brokers to use the application by hosting a two-week-long scavenger hunt for a chance to win an Amegy Bank debit card in an effort to support local business. "They can choose how to use their money, but hopefully they use it locally," says Kelley.

"Even if you're at home, [AgileView] gives you something visual to look at. Maybe you've got kids at home and can say, 'look, here's a game we can play together.' It's something to get people engaged," says Kelley.

"Office space needs for organizations of all sizes are modifying quickly, and likely will be changed for the long term. As the commercial real estate community adjusts to this new normal, there are still many unknowns," Kelley says. "At Cameron Management, we believe our differentiator is the ability to be nimble and pragmatic across all areas of our business—now and well beyond COVID-19," she continues.

For Ashlar Development, foot traffic has returned "almost back to normal," according to Miller, who attributes the rise to "pent up demand" once the stay-at-home order lifted.

"We're all kind of stuck in our houses, and our only outlet is to get outside and enjoy where you live," he says. "Our residents don't have to get in the car to enjoy a nearby county park, they can enjoy the community and the great outdoors right outside of their home," he says.

Miller himself recently bought a house from the comfort of his residence, electronically depositing his earnest money and signing for his future home.

"I think we're on the verge of a digital revolution in our industry," Miller says confidently. "Real estate has been slow to get into the digital realm, but I think this is going to force us to embrace technology."

Usually, Ashlar Development's selling point for The Groves is its access to "get outside." But, in a time of COVID-19, the company has optimized its technology to let home buying and touring stay inside for the time being. Photo courtesy of Ashlar Development

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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.