These five Houston startups are linking up industries and blockchain technology. Getty Images

Blockchain has really started to come into its own as more and more companies are applying the technology across industries — from oil and gas analytics and fundraising to even social media marketing.

Five Houston companies have made their mark on these different industries by incorporating this burgeoning technology.

Data Gumbo

Andrew Bruce had the idea for Data Gumbo when he realized how difficult it was to share data in upstream oil and gas. Courtesy of Data Gumbo

As the blockchain-as-a-service company's name suggests, Houston-based Data Gumbo is all about the data.

"The whole idea is to build out the blockchain network, and provide a network that they can subscribe to and start doing business on that network," Andrew Bruce, CEO of Data Gumbo, says. "It's a service, so there's a subscription fee. It gives them access to the savings they already have available within their organizations."

The company, which focuses on providing midstream and upstream oil and gas companies with timely decision-making information, was launched in 2016 and faced a big learning curve in the industry.

"We got a lot of questions and concerns about what blockchain is, why they need it, and whether or not they can trust it," Bruce says. "We were introducing a completely new concept to a conservative industry."

The industry is coming around as Data Gumbo grows its network and proves results.

Social Chains

Big companies are using your data to make a profit — but what if you got a kickback of that cash? That's what Houston-based Social Chains is trying to do. Pexels

When it comes to social media marketing, Houston-based Social Chains is putting the power back into the hands of users. Big social media companies, like Facebook, sell data about you to marketers and advertisers, and there's nothing you can do about it. Social Chains is a new platform where users own their own data and receive a cut of the payment.

"On our platform, the user is a stakeholder. Our platform distributes 50 percent of the profits to the users," Srini Katta, founder and CEO of the company, says.

Social Chains already has 5,000 users and, Katta says, that's with little to no marketing efforts. Currently, he's been working out a few kinks before launching into marketing for the platform, though he expects to do that beginning next month. Most of Social Chain's current users are high school to college students, so that will be the primary demographic for the marketing strategy.

Topl

Houston-based Topl can track almost anything using its blockchain technology. Courtesy of Topl

Blockchain, when applied to consumer products, can be used to complete the full picture of that product. A chocolate bar, for instance, can be traced from cacao farm to grocery store. Not only does the connected information keep each party accountable when it comes to prices, it tells a story.

"We are a generation that wants a story," says Kim Raath, CFO of Topl. "We want an origin, and don't want to be fooled. And, because you might be able to reduce the cost by having this transparency, you might be able to bring down the cost on both sides."

Topl, a Houston-based startup that was created by a few Rice University graduate and doctorate students, uses blockchain to connect the dots. One of the ways Topl's technology is being used is to track money. If an investor gives to a fund, and the fund gives to a startup, there's nothing to connect that first investor to the startup's success or to measure its impact. This is a tool used by investors or donors alike. For instance, if you were to create a scholarship, you can use Topl to track what student received that money and if they are meeting the required metrics for success.

Topl's 2019 focus is on growing its network and what it's able to provide its clients, like an app factory for companies trying to track specific things.

Iownit.us

The stock market has been using tech for years — why shouldn't the private sector have the same convenience? Getty Images

To Rashad Kurbanov, the private investment world was extremely backwards. While the stock market had been digitizing investment for years, private funds had a drawn out process of emails and meetings before moves were made. He thought introducing technology into the process could help simplify the investing for both sides of the equation.

"What we do, and where technology helps us, is we can take the entire process of receiving interest from investors, signing the transactions, issuing the subscription agreements, and processing the payments and put that all online," says Kurbanov, CEO and co-founder of Houston-based iownit.us.

The company is still seeking regulatory approval, but once that happens, the technology and platform will be ready to launch. The platform is a digital site that connects investors to companies seeking money. The investors can review the companies and contribute all online while being encrypted and protected by blockchain.

Houston Blockchain Alliance

blockchain

Here are some of the most common, misunderstood aspects about blockchain technology. Getty Images

The Houston Blockchain Alliance is a newly formed networking group for anyone working within or interested in the blockchain industry. Mahesh Sashital, co-founder of Smarterum, a blockchain news site, founded the organization late last year after realizing Houston was in need of an informative networking group.

"I thought that I'd start the Houston Blockchain Alliance so that someone like me, who's already in the industry, can find other people working in the industry," he says. "And for other people interested in blockchain can learn more and get up to speed with the technology."

The alliance aims to host regular events — its launch event is Feb. 20 — and educate people on blockchain. Click here to read Sashital's guest column about common blockchain misunderstandings.


Tech startups are popping up across industries from real estate to oil and gas, and these three founders are among the leaders in technology. Courtesy images

3 Houston tech innovators to know this week

Who's who

Often, technology and innovation are mistaken for each other. While not mutually exclusive, both tech and innovation work well together in Houston across all industries — from oil and gas to real estate and social media. These three founders engaged technology for their individual startups.

Srini Katta, founder and CEO of Social Chains

Courtesy of Social Chains

As a social media user, your data is already out there and being used for marketing purposes. But, rather than the Facebooks or Googles of the world making a profit, Srini Katta wanted to create a platform where users made a profit off their own data.

"On our platform, the user is a stakeholder. Our platform distributes 50 percent of the profits to the users," he says.

Social Chains already has 5,000 users and, Katta says, that's with little to no marketing efforts, which Katta is about to launch.

Martin Kay, founder and CEO of Entera Technology

Courtesy of Entera

Martin Kay, who splits his time between Houston and the Bay Area for his startup Entera Technologies, knew there had to be a better way for people searching for a home to buy. He drew a comparison between homebuyers and Netflix viewers to create Entera's software.

"We're a little bit like Netflix," he says. "They go out and get content from everyone, and they begin to watch your behavior. So, Netflix has 2,000 profiles and you probably fit five or six of those. We have almost 100 profiles and what we do is say, we're going to understand what you want, watch your behavior and instead of giving you 40,000 properties on a big map, we actually match you based on your preferences, to the five or six houses that are best for you."

Houston-based Entera has grown as the platform loads more and more data for its users to engage with.

Luther Birdzell, CEO and founder of OAG Analytics

Courtesy of OAG Analytics

Luther Birdzell always knew he wanted to run his own company, but the software and analytics professional worked in various industries before realizing that oil and gas had a huge opportunity for savings using analytics. He founded OAG Analytics in 2013 to help provide a solution for these companies.

"When I founded OAG Analytics, our mission then — and still is today — was to build a platform for the upstream oil and gas industry that enables them to manage their data, introduces world-class machine learning in minutes without having to write a single line of code, and allow them to run simulations on the resulting analysis," Birdzell says.

The company has grown to 25 employees and tripled its revenue last year. The team is forecasting another year of high grow for 2019.


Big companies are using your data to make a profit — but what if you got a kickback of that cash? That's what Houston-based Social Chains is trying to do. Pexels

Houston startup aims to flip the script on social media marketing

anti social media

Social media companies are using user data for their own financial gain, but what if users had a cut in the profits? That's the business model for Houston-based Social Chains.

"Social Chains is a social media platform of real people, real privacy, and real rewards," says Srini Katta, founder and CEO of the company. "We're fixing three problems in the social media industry."

The first problem is that user data has market value, but only the Facebook, Google, and other platforms are reaping the rewards, not the user, who's the backbone of the platform. User privacy and a growing number of fake accounts are the other issues Social Chains addresses. Katta says he realized that most importantly, users should own their data

"On our platform, the user is a stakeholder. Our platform distributes 50 percent of the profits to the users," he says.

User privacy is protected and encrypted on this new platform, and users must register with a government-issued identification. Social Chains prevents fake accounts by using facial recognition.

The biggest differentiating factor of this platform is that users make real money, but it's kept track by the site's token system, which uses blockchain technology, and users receive some of the so-called "S tokens" just for signing up. And, businesses only pay for the ads that users engage with. For instance, for a marketing email, businesses will only pay for the emails that were actually opened. It's a win-win situation, as the user receives a kickback whenever they open a marketing email or engage with ads.

Social Chains already has 5,000 users and, Katta says, that's with little to no marketing efforts. Currently, he's been working out a few kinks before launching into marketing for the platform, though he expects to do that beginning next month. Most of Social Chain's current users are high school to college students, so that will be the primary demographic for the marketing strategy.

Katta says he first encountered some of the challenges using social media marketing at one of his former startups when attempting to use Facebook ads to grow the company. He says he saw increased engagement, but not as significant of an increase in sign ups on his company page.

"We looked back to see who are the people clicking on the ads," he says. "We looked at their profiles, and they were not from the United States, even though we had given geographic preferences."

He found out that third party ad management platforms were working with Facebook and click farms all around the world to increase engagement results. Katta starting thinking of a solution for this marketing problem.

"Then, in 2016, with the rise of 'fake news,' we realized this was a bigger problem," he says.

In addition to user growth, Katta hopes to grow his investors, and the company is seeking funds for its seed round in 2019.

"To be honest, we need $100 million to build this out, so we're trying to raise money," Katta says. "Personally, I've put in $3.5 million before I took any money from investors. I have a lot of skin in the game."

Currently, Social Chains has three team members, with a fourth joining soon. Diane Yoo, who is a founding member and director of the Rice Angel Network, leads growth and investor relations for the company. One obstacle for the team has been being spread out from Houston to The Woodlands and even Austin.

"I've lived in New York and San Francisco. I moved to Houston because I wanted a quiet place to raise my family," Katta says. "The biggest challenge for Houston, compared to other cities, is other cities are so dense. Houston is so sprawling. It's really hard to network, and meet potential employees."

One of the crucial connectors for Katta has been Station Houston. The team plans on meeting to work together two days a week at Station. In addition to being a great workspace, the area acts as a good hub for potential partnerships for Social Chains. Startups need marketing, of course.

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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.