Houston health tech startup scores $2.5M SBIR grant to advance unique cell therapy AI technology

fresh funding

CellChorus created a visualization AI program that helps scientists to better understand the functioning of cells, including their activation, killing and movement. Photo via Getty Images

A Houston biotech company just announced a new award of $2.5 million.

CellChorus, a spinoff of the Single Cell Lab at the University of Houston, announced the fresh funding, which comes from an SBIR (Small Business Innovation Research) grant from the National Institute of Health (NIH) through its National Center for Advancing Translational Sciences (NCATS).

CellChorus is the business behind a technology called TIMING, which stands for Time-lapse Imaging Microscopy In Nanowell Grids. It’s a visualization AI program that helps scientists to better understand the functioning of cells, including their activation, killing and movement. This more in-depth knowledge of immune cells could be instrumental in developing novel therapies in countless disorders, including cancers and infectious diseases.

“While many cell therapies have been approved and are in development, the industry needs an integrated analytical platform that provides a matrix of functional readouts, including cell phenotype and metabolism on the same cells over time,” Rebecca Berdeaux, vice president of science at CellChorus, says in a press release. “We are grateful to NCATS for its support of the development of application-specific kits that apply dynamic, functional single-cell analysis of immune cell phenotype and function. The product we will develop will increase the impact of these therapies to improve the lives of patients.”

A two-year, $2.1 million Phase II grant will begin after the company achieves predetermined milestones under a $350,000 Phase I grant that is currently taking place. As Berdeaux explained, the funds will be used to develop TIMING kits which will manufacture analytics that provide end-users with rapid, specific and predictive results to accelerate translational research and the development and manufacture of more effective cell therapies.

TIMING is more than a great idea whose time has yet to come. It has already been proven in great depth. In fact, last June, CellChorus CEO Daniel Meyer told InnovationMap that he was initially attracted to the technology because it was “very well validated.” At the time, CellChorus had just announced a $2.3 million SBIR Fast-Track grant from the National Institute of General Medical Sciences. The company also went on to win an award in the Life Science category of the 2023 Houston Innovation Awards.

That confirmation of success comes from more than 200 peer-reviewed papers that describe myriad cell types and types of therapy, all of which used data from TIMING assays. TIMING data has benefited industry leaders in everything from research and clinical development to manufacturing. With the new grant, TIMING will become more widely available to scientists making important discoveries relating to the inner workings of the cells that drive our immunity.

From Your Site Articles

University of Houston lab report breakthrough in cancer-detecting technology - InnovationMap ›

The projects are among 16 other early-stage research projects at U.S. colleges and universities to receive a total of $17.4 million from the DOE's Office of Fossil Energy and Carbon Management. Photo courtesy of University of Houston

3 UH projects land $17.4M in DOE funding for early-stage research

follow the money

Three projects from the University of Houston have been awarded funds from the U.S. Department of Energy for research on decarbonization and emissions.

“These three projects show the relevance and quality of the research at UH and our commitment to making a meaningful impact by addressing society’s needs and challenges by doing critical work that impacts the real world,” Ramanan Krishnamoorti, vice president for energy and innovation at UH, says in a statement. “The success of these project could attract investment, create jobs, produce clean energy, save costs, reduce carbon emissions, and benefit not only the greater Houston area, but the Gulf Coast and beyond.”

The projects were selected under FECM’s University Training and Research program, which aims to support "research and development opportunities for traditionally underrepresented communities and tap into the innovative and diverse thinking of student researchers," according to an announcement from the DOE.

Here are the projects from UH and their funding amounts:

A Comprehensive Roadmap for Repurposing Offshore Infrastructure for Clean Energy Projects in the Gulf of Mexico, $749,992 — Led by Ram Seetharam, UH Energy program officer, this project looks at ways to prolong the life of platforms, wells and pipelines in the Gulf Coast and will create a plan "covering technical, social, and regulatory aspects, as well as available resources," according to UH.

Houston Hydrogen Transportation Pilot, $750,000— Led by Christine Ehlig-Economides, Hugh Roy and Lillie Cranz Cullen, and managed by Joe Powell, this project will demonstrate the potential for a hydrogen refueling pilot in Houston. The first phase will create a system to optimize hydrogen and the second will create a workforce training network. The project is in collaboration with Prairie View A&M University.

Synergizing Minority-Serving Institution Partnerships for Carbon-Negative Geologic Hydrogen Production, $1.5 million — This project is in collaboration with Stanford Doerr School of Sustainability and Texas Tech. The project will create a visiting scholars program for students from UH and TTU, who will spend one month per year at Stanford for three years. While in the program, students will focus on creating carbon-negative hydrogen from rocks beneath the Earth's surface. Kyung Jae Lee, associate professor in the Department of Petroleum Engineering at UH, is working alongside colleagues at TTU and Stanford on this project.

Other projects in the group come from the University of Texas at El Paso, New Mexico Institute of Mining and Technology, Tennessee State University, North Carolina Agricultural and Technical State University, Duke University and more.

Last year the DOE also awarded $2 million to Harris and Montgomery counties for projects that improve energy efficiency and infrastructure in the region. Click here to read about those projects.

The DOE also granted more than $10 million in funding to four carbon capture projects with ties to Houston last summer.

Greentown Houston has received funding from the EDA. Photo via GreentownLabs.com

Houston energy tech startup incubator secures federal support to accelerate tech entrepreneurship

seeing green

Sixty organizations across the country have received a grant from the United States Department of Commerce — and one recipient is based in Houston.

Greentown Labs, dual located in Houston and Somerville, Massachusetts, has received a grant from the 10th cohort of the Economic Development Administration's “Build to Scale” program for its Houston location. The $53 million of funding was awarded to 60 organizations across 36 states, the District of Columbia, and Puerto Rico. All of the programs support technology entrepreneurs across industries.

“The Biden-Harris Administration is Investing in America to help create entrepreneurial ecosystems across the country and put quality, 21st century job opportunities in people’s backyards,” Secretary of Commerce Gina Raimondo says in the press release. “The ‘Build to Scale’ program will unlock innovation potential in regions all over the nation, improving our economic competitiveness now, and for decades to come.”

According to the EDA, Greentown, located in a growing innovation district, will receive $400,000 with a $400,000 local match confirmed. The project, named Houston Ion District Investor Activation, is described as a way to create economic opportunity through equitable capital access.

"This project capitalizes on the need for jobs and economic development, especially in communities most vulnerable to the impacts of natural disasters," reads the project abstract. "EDA funding will enable the expansion of Greentown’s Investor Program into EDIJ, in partnership with the Ion, to further climate equity and resilience in Houston and empower underrepresented entrepreneurs as the city transitions from fossil fuels to a clean energy economy."

Greentown receives of of the 2023 Capital Challenge Grant Recipients. The other competition, the Venture Challenge, also awarded funding to another Houston organization. The Urban Partnerships Community Development Corporation received $741,925 to support the BioWell Start Accelerator Program, which is committed to scaling of bio-industrial startups.

“EDA is proud to partner with this year’s ‘Build to Scale’ grantees as they fuel regional innovation hubs and technology-based economic development strategies throughout the U.S.,” Assistant Secretary of Commerce for Economic Development Alejandra Y. Castillo says in the release. “Investing in scalable startups and expanding access entrepreneurial capital will yield good-paying jobs, economic resiliency, and equitable growth in communities throughout America.”

------

This article originally ran on EnergyCapital.

Houston-based Zeta Energy has fresh funding from the government. Image via Zeta Energy

Houston-based battery innovators receive $4M in federal funding

money moves

Houston-based Zeta Energy announced this week that it was selected to receive $4 million in federal funding for the development of efficient electric vehicle batteries.

The funds come from the U.S. Department of Energy's ARPA-E Electric Vehicles for American Low-Carbon Living, or EVs4ALL, program, which aims to increase the number of EVs on the roads by boosting the country’s supply chain of affordable, convenient, reliable and safe batteries.

Zeta Energy is one of 12 groups in the U.S. to receive funding from the program, which awarded $42 million in total.

“Electric vehicle sales in America have tripled since the start of this Administration and by addressing battery efficiency, resiliency and affordability, the projects announced today will make EVs attractive to even more drivers,” U.S. Secretary of Energy Jennifer M. Granholm said in a statement released earlier this week. “This is a win-win for our efforts to fight climate change and power America’s clean transportation future with technologies produced by researchers and scientists right here at home.”

Other teams to receive funding include 24M Technologies, national laboratories and universities like The Ohio State University, University of Maryland, Virginia Tech, among others. Zeta is the only Texas-based company to receive funds. It received one of the largest grants among the group.

"We are thrilled to have been selected for funding by the ARPA-E EVs4ALL program," Zeta Energy CEO Tom Pilette said in a statement. "We have been working hard to make this technology a reality, and we are really grateful to receive this recognition of the promise of our technology and the progress we have made on it."

Zeta Energy is known for its lithium sulfur batteries that traditionally have not been long lasting. While sulfur is an economical and abundant material, it traditionally would dissolve after a few uses in lithium sulfur batteries.

However, Zeta uses its proprietary sulfur-based cathodes and lithium metal anodes that have shown to have higher capacity and density and better safety profiles, according to the company's website.

According to ARPAE, the company will create a new anode that will "be highly accessible and rechargeable" with the funding.

Zeta Energy

closed a $23 million series A round led by New York VC firm Moore Strategic Ventures about a year ago. In addition to applications for electric vehicles, the company's technology is also expected to have uses in grid energy storage.

Federal relief efforts can be confusing — are are four options from a local tax expert that are reliable for small business owners. Getty Images

Tax expert shares 4 COVID-19 relief options for Houston small businesses

Guest article

There's been a lot in the news lately about large companies securing large federal grants to soften the financial blow of the CORONA shutdown — to the exclusion of smaller businesses. And even with new legislation that could provide additional funding, small companies could still be left out.

Here are four ways that companies can garner some financial relief in these challenging financial times:

1. Delay of employer FICA contributions

While most of the attention has been focused on the forgivable loans that are part of the CARES Act, the good news is that — if you dig deeper — the legislation also provides a postponement (not forgiveness) of the employer portion of FICA payments. These are available for payroll taxes due beginning on March 27 through year's end. Payments can be deferred with half due on December 31, 2021, and the remaining half on December 31, 2022.

2. Employee retention credits

This is fully refundable tax credit available for employers equal to 50 percent of qualified wages paid to employees. The retention credit applies to qualified wages paid after March 12, 2020, though the balance of this calendar year.

There is a cap to the amount of the credit, and the credit is only available to companies that either:

Fully or partially suspended operation during any calendar quarter in 2020 due to orders from an appropriate governmental authority limiting commerce, travel, or group meetings (for commercial, social, religious, or other purposes) due to COVID-19; or
Experienced a significant decline in gross receipts during the calendar quarter.

3. Carrying back Net Operating Losses (NOL)

Another often missed provision of the CARES Act is the ability for companies to carry back net operating losses from 2018 or 2019 to prior years (going back 5 years) and obtain refunds of previously paid taxes. The 2017 tax reform eliminated the ability to carry back NOLs, but the CARES Act has resurrected them.

4. Families First Coronavirus Response Act (FFCRA)

Employers with fewer than 500 employees may qualify for tax credits under the FFCRA, which was enacted on March 18. The legislation has two main sections: the Emergency Paid Sick Leave Act (EPSLA), and the Emergency Family and Medical Leave Expansion Act (FMLA Expansion).

An eligible employer may claim a fully refundable tax credit equal to 100 percent of the qualified family leave wages (and allocable qualified health plan expenses and the eligible employer's share of Medicare tax on the qualified family leave wages) it pays.

Each company's situation is different, so we strongly suggest you speak with your tax adviser to see how these provisions might apply to you.

------

Jason Sharp, CPA, is tax partner at Briggs & Veselka, Houston's largest locally owned CPA firm. He can be contacted a jsharp@bvccpa.com.

Houston startup Grant Source, which helps its clients find the right grants to apply for, has seen a surge in business amid the coronavirus shutdown. Getty Images

This Houston tech startup is helping businesses find the funds during COVID-19 crisis and beyond

Taken for granted

Since 2015, Grant Source has perfected the art of helping businesses, foundations, and organizations find and secure grant funding — and now their expertise has become vital to COVID-19 response initiatives.

With the devastation caused by the novel coronavirus, America's medical organizations have been scrambling to obtain the funds required to purchase the testing kits, masks, PPE, and other life-saving products needed to help curb the effects of the global pandemic and now, thanks to the mobile and web platform, they're getting the assistance they need to accomplish that goal.

"COVID-19 response is actually our claim to fame right now," says Allen Thornton, founder and CEO of Grant Source. "We have probably done more business in the last few months than we have since we started. Simply because we are helping people find grants with the CARES Act. There's over $500 billion out there, which has created overnight a $40 billion market opportunity for us."

Grant Source has worked extensively with city, county, state, and government agencies to secure grant funding, which is why they have become a game changer for those that need emergency capital to combat COVID-19's challenges.

"Initially, it was scary because we lost some of our clients, but then a bunch of medical clients came to us and asked if we could help them find funding for COVID-19 outreach," Thornton says. "We've found that they have a higher probability of success right now because with COVID-19 outreach, the procurement cycle has gone from six to nine months down to 30 days, which is unheard of."

In addition to telemedicine companies, Grant Source has been helping write grants for clients that range from airports to technology companies in order to help provide them with a path forward in the fight against the novel coronavirus.

Grant Source has created a database and a suite of resources for companies looking for grants. Photo via grantsource.com

Preventing federal funding waste

Outside of the context of a pandemic, the government uses grants as a way to fund ideas and projects that provide public services and stimulate the economy.

Grants are also essential when it comes to supporting critical recovery initiatives and innovative research, but on a fundamental level, very few even know how or where to start when it comes to applying for one and it becomes even more esoteric when it comes to getting funded. That's why so much grant money goes unclaimed, with millions of nonprofits and businesses going underfunded and not maximizing their impact.

"Over $3.2 billion in grant money goes unclaimed every single year," says Thornton. "We have a broken system and we wondered what we could do to change it, so we started Grant Source, our revolutionary grant funding system, to help organizations find and secure money for their mission."

Client-focused services and support

In addition to helping clients find grants, Grant Source assists with the necessary pre-work to apply for a grant.

"We started out as just a database where you could find grants and grant writers," says Thornton. "But in listening to our customers, they wanted us to do everything full service, too. So, I flew all across the country from Minneapolis to Kansas to Los Angeles to Toronto and put all the top grant writing associations on retainer and created what is Grant Source today, which is pretty much mobile for grants."

Thornton says Grant Source has more than 1,500 consultants across the U.S. and Canada, and these professionals each have different specialties — much like a lawyer or a doctor — and relationships in different states.

For a flat fee that ranges from $500 to $5,000 per month, Grant Source will set out to procure its clients grants that range anywhere from $50,000 to $1 million based on their goals. To date, Grant Source has helped businesses and organizations find and secure over $6 million in grant funding.

New clients first sign up for an assessment with Grant Source that establishes what the client's goals are and how the company is set up. Once Grant Source has established a few options for the client, they get started on submitting to the grants. In order to protect its customers from the uncertainty of the process, Grant Source offers investment protection for 12 months.

"We have the investment protection so customers won't be left empty handed," says Thornton. "It's risk free, so if they don't at least get their investment back within the first 12 months, we'll either continue their grant at no cost or we'll give them a credit for the difference."

Founded from a personal need

Treating customers with fairness is important for Grant Source because they started out as a nonprofit seeking grant funding themselves and soon learned that there was a lot that they did not know about the process.

"When I was at UTSA in 2006, the African American graduation population was less than 6 percent, which was unacceptable, so we started a nonprofit," says Thornton. "We made a lot of impact in just a few years. We increased the graduation population from 6 percent to about 38 percent, And, for the 2008 election, we were able to register over 3,200 students."

After graduation, Thornton says he saw an opportunity to expand to other colleges, but lacked funding to do so.

"We saw grants as a huge opportunity and they are, but unfortunately, they're also a huge hassle and it takes a lot of time and energy and effort to even find one that you qualify for," he remembers. "And even when you do, if you don't know how to write the proposal, you're dead in the water."

After the grant process failed, Thornton's money was gone with no communication or valid reason as to why. That frustrated him to the point where he wanted to provide coherent solutions to the problem himself.

"I spent a ton of money on education and researching top grant writing associations," says Thornton. "Most people don't know where to find grants, and there are so many different types of grants and places you can find them. For instance, we're working on a federal proposal with the federal government, there's 26 different agencies that still don't even know how to talk to each other."

Creating a lasting impact

From the outset, Grant Source started creating corporate responsibility programs and impact within a cost center for organizations that were for profit companies. They seek to put them in ideal situations to create the kind of impact that warrants grant funding.

"What we teach our clients is that you can't approach the process with the idea that you will get the grant money and then go out and create come impact," says Thornton. "You have to focus on being able to showcase the impact that you're already creating and then we can go find money for that. If you can articulate the impact of whatever you're doing is creating, we can find the person that cares about that.

In addition providing the software and platform for grant seekers, Grant Source offers a book, courses, seminars, workshops, and conferences that offer the baseline information needed to secure grant funding.

"At the end of the day, Grant Source is a technology platform that helps organizations find money for their mission," says Thornton. "We've streamlined the grant writing process and the grant finding process. At Grant Source, we don't focus on the money, we focus on the impact and then we give people a clear path to make it happen."

Ad Placement 300x100

Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

2 Houston startups win big at SXSW 2025 pitch competition

winner, winner

Houston had a strong showing at this week's SXSW Pitch showcase in Austin, with two local startups claiming top prizes in their respective categories.

Little Place Labs, a Houston space data startup, won the Security, GovTech & Space competition. Clean-tech company Helix Earth, which spun out of Rice University and was incubated at Greentown Labs, won in the Smart Cities, Transportation & Sustainability contest.

As one of SWSX's marquee events, held March 8-10, the pitch competition featured 45 finalists, selected from 589 applicants, in nine categories.

"We faced impressive competition from a well-chosen set of finalists, and we're honored to be chosen as the winners. One of the judges even commented, ‘Who knew you could make air conditioning sexy,’” Brad Husick, Helix's co-founder and chief business officer, said in a release.

Helix Earth was launched in 2022 and is known for its space capsule air filtration system that was co-developed for NASA. The commercial air conditioner add-on technology, now in a pilot phase, has been used to retrofit HVAC systems for commercial buildings and can save up to 50 percent of the net energy, cutting down on emissions and operating costs, according to the company. Its co-founder and CEO Rawand Rasheed was named to the Forbes 30 Under 30 Energy and Green Tech list for 2025.

“This win validates our mission to drive sustainable innovation in commercial air conditioning and beyond. We are excited about the future of Helix Earth and the impact we will have in reducing energy consumption and emissions," Rasheed said in a statement.

Little Place Labs echoed that sentiment with a post on LinkedIn celebrating the win.

"This all started with a simple mission: To deliver real-time space insights to help first responders, mission planners, and decision-makers act before problems arise,” the post read. "Today, that mission feels even stronger."

The company uses advanced AI and machine learning to deliver near-real-time space analytics for both ground and space-based applications. Its software aims to help first responders, mission planners and decision-makers detect anomalies and make informed decisions quickly. It was co-founded in 2020 at Oxford by Houstonian and CEO Bosco Lai and Gaurav Bajaj and participated in the 2023 AWS Space Accelerator.

Two other Houston companies were selected as finalists:

Trez, a Latino-focused fintech company that uses AI and voice-command payroll through WhatsApp to provide culturally relevant payroll and streamline financial operations for Latino business owners.
Tempesst Droneworx, a veteran-owned software company that's Harbinger software providing real-time contextual intelligence for early warning detection, reducing time to decision and speeding time to action.

Jesse Martinez, founder of invincible, and Anu Puvvada of KPMG were two judges representing Houston.

According to SXSW, 647 companies have participated in SXSW Pitch over the years, with over 93 percent receiving funding and acquisitions totaling nearly $23.2 billion. See the full list of 2025 winners here.

A legacy of industrial technology excellence: UTSI International turns 40

Cheers to 40 Years

As UTSI International celebrates its 40th anniversary, president and CEO Shaun Six reflects on the company's history, achievements, and exciting future.

---

In March 1985, Dan Nagala and a few friends took a risk, leaving their full-time jobs to pursue their passion and start their own company.

They founded UTSI Internationalamidst groundbreaking advancements in Industrial Control Systems and SCADA technology, revolutionizing remote operations for critical infrastructure. From the start, UTSI has been at the forefront of OT innovation and integration — a legacy we proudly carry forward today.

The legacy of Dan Nagala

Dan Nagala’s 50-plus-year career is too vast to cover every accomplishment, but if you’ve ever heard the phrase “Houston, we have a problem” in a movie, those screens in the control room and the logic causing the “blinky lights” to alert the operators, you’ve seen some of his work. Dan and his team ultimately paved the way for field communications to detect and communicate leaks on pipelines and give operators in remote locations situational awareness, expanding their ability to safely monitor and control their operations.

This capability was requested early on in the first pipeline control rooms, leading to UTSI’s first check-in 1985 (which I proudly have framed on my bookshelf). The protocols to communicate and do advanced calculations — which many would be tempted to call AI today — for the purpose of monitoring and control, was created from this group of enthusiasts who open sourced it and allowed it to proliferate, leading to over 80 percent of all critical infrastructure in the world now utilizing a variant thereof.

Given the novelty of the technology and the experience of UTSI, having implemented control systems and automation for pipelines in over 22 countries, Dan was asked to collaborate with industry experts, creating the first API leak detection and control room management standards for the American Petroleum Institute. These would later become regulation under PHMSA, DoT, and TSA, placing UTSI as the go-to experts in compliance in addition to their traditional expertise.

UTSI has delivered for the world’s largest infrastructure owners in multiple critical infrastructure sectors, like mining, water/wastewater, oil and gas, green energy, transportation authorities, etc. We have also done AI and cybersecurity, in addition to SCADA and ICS work for the DoD and DoE.

Strength in partners

I joined UTSI in 2022 as vice president, working under Dan, with the goal of gradually stepping into leadership. In 2023, I became CEO, president, and majority shareholder. While no one can truly fill Dan’s shoes alone, we’ve focused on strengthening our team, partnerships, and capabilities to continue UTSI’s legacy of excellence.

One of our first strategic partnerships was with Tory Tech, a leading API-compliant Control Room Management tool. UTSI has worked as integrators with Tory Tech for years and Dan worked as a CRM compliance advisor for them in the U.S. while they were setting up their headquarters in Houston. In 2024 we made it an official partnership, becoming a preferred integrator and focusing our team on training and development in the MaCRoM (Master Control Room Management) tool.

We've also made significant investments in our OT cybersecurity capabilities, expanding our team and partnering with industry leaders like Dennis Parker, Derrik Oates, Nozomi Networks, Fortinet, and Schneider Electric. These strategic moves ensure we deliver top-tier expertise, products, and solutions to better serve our customers.

Our partnership with ThreatGEN and the utilization of their AI-driven “AutoTableTop” tool not only utilizes our experience with TSA guidelines, but adds an element of reality that the traditional methods are lacking, making these engagements more interactive and beneficial for operators who are required to participate annually.

In 2024, UTSI also invested heavily in AI and Data Science by acquiring Houston-based AI company Pandata Tech and leveraging their Data-Quality-Methodology (DQM), Leak Geek, and time-series data science expertise to solve industry specific problems.

Moving up – in and around Houston

Building on our recent successes, we strategically relocated our office to the Netrality building (1301 Fannin St.), bringing us closer to clients and partners, while getting access to a Tier 3 Data Center with an uninterrupted 40-year power record.

Netrality is a SOC2-compliant facility with seven points of detection from the street to our server, including biometric screening. Our very own Roberto deLeon has architected our upgraded servers using the Purdue model as a basis of design while leveraging our relationship with Fortinet to standardize our hardware and software to the highest standards. We practice what we preach — every architecture, framework, and hardware recommendation we make is not just advised but actively implemented within our own operations.

Our investment in this space includes increasing our “SCADA R&D Lab” to play with toys from vendors, testing them out in our environment before we recommend and advise them to our clients and partners. Currently we’re working on LLMs for OT, building our own “DANN2.0” for use in-house. DANN is an homage to Dan Nagala (and, for the nerds, stands for Dan Artificial Neural Network), which we started in 2022 when I realized that knowledge capture is an industry wide epidemic and we need to be ready to integrate for our clients in a safe and local way at scale, in the OT environment.

Additionally, having come from a startup before joining UTSI, I wanted to get us closer to the heart of innovation, so we’ve added additional office space at The Cannon downtown. While there are many tech hubs around Houston, and we are proud to work with and partner with companies from Greentown Labs and the Ion, to name a few, we’ve found that The Cannon community is incredibly active and innovative, with experience in industrial use-cases.

Houston is set to become the Energy Transition capital, leading in hydrogen, carbon capture, and repurposing. With a 5:1 ratio of engineers leaving the industry and an average age over 60, we must innovate. The solution lies in combining a secure, cloud-free "ChatGPT for OT" with digital twins. Bringing the field to engineers is essential. We've partnered with a satellite constellation for asset imaging and U.K.-based Mods Solutions to leverage their CFIHOS-driven platform for intelligent digital twins — more on that partnership soon!

And we will need to leverage enhanced automation tools and actively monitor control networks to ensure security and respond quickly to issues, which is why we’ve partnered with Nozomi Networks.

Shaping the future

Although Dan has semi-retired to his cabin in Montana, he continues to do “the fun stuff” that brings him joy, such as conducting research for PRCI and assisting long-time clients. He also has been a mentor and advisor to me since I started at UTSI three years ago. I’m grateful for him and the group of industry experts he gathered around him to make UTSI such a well-known systems integrator and OT advisor for the world’s largest asset owners.

Our group of experts are active in the industry and will be speaking at events throughout the year, with a presence at Entellec, Level Zero, and participating at this year's API Cybernetics and PSIGs biannual conferences. We proudly serve on the BCarbon advisory board and GHPs Energy Committee.

Lastly, we have one request: We see a critical need for H2 and supercritical CO2 studies to develop simulation models, response plans, and leak detection best practices. These gases differ from those covered in existing standards. If you know anyone interested in funding or contributing, we’re collaborating with industry partners to secure support.

Houston named No. 2 most diverse major U.S. city for 2025

Ranking It

Houston has always been a diverse place, embracing people of many different cultural and socioeconomic backgrounds. And the city is earning new recognition in WalletHub's rankings of the most diverse large American cities for 2025.

The 2025 edition is the final installment in WalletHub's diversity study series, which annually compared 501 U.S. cities across 13 metrics in five categories that encompass "diversity" across socioeconomic, cultural, economic, household, and religious factors.

Cities were also ranked by population, with large cities defined as those with over 300,000 residents, midsize cities with 100,000 to 300,000 residents, and small cities with fewer than 100,000 residents.

Houston nearly topped the list of large U.S. cities, coming in at No. 2, and ranked at No. 5 in the overall national comparison.

The top three most diverse American cities, which have held their positions for the second consecutive year, are all located in Maryland: Gaithersburg (No. 1), Silver Spring (No. 2), and Germantown (No. 3).

Houston performed spectacularly in the study's overall rankings for socioeconomic (No. 14), cultural (No. 32), and religious diversity (No. 63), but fell behind in the categories for household (No. 129) and economic diversity (No. 165).

In the more detailed comparisons across educational-attainment, linguistic, and industry diversity, Houston ranked among the top 30 in all three categories out of the 501 cities included in the report.

Here's how Houston performed across the remaining eight categories in the study:

No. 44 – Racial and ethnic diversity
No. 129 – Household type diversity
No. 200 – Household size diversity
No. 201 – Income diversity
No. 207 – Occupational diversity
No. 239 – Birthplace diversity
No. 284 – Age diversity
No. 343 – Worker-class diversity

Embracing diversity is not only good for local communities, it's also beneficial for the economy, the report says.

"Not only have waves of immigration changed the face of the nation, they’ve also brought in fresh perspectives, skills, and technologies to help the U.S. develop a strong adaptability to change," the report's author wrote. "Economies generally fare better when they openly embrace and capitalize on new ideas. Conversely, those relying on old ways and specialized industries tend to be hurt more by changes in the market."

Houston is a repeat performer: It slipped one spot from its 2024 ranking, and previously topped the overall list in 2021 — showing that the city has consistently maintained in diversity over the years.

Other diverse Texas cities
Elsewhere in Texas, Arlington surpassed Houston as the No. 4 overall most diverse city, and took the No. 1 spot in the "large city" category.

Dallas ranked just outside the top 10 this year, landing in 11th place after previously ranking eighth overall in 2024. Dallas also appeared in sixth place in the national rankings for the most diverse large cities, so the city still has some catching up to do.

Fort Worth fell into No. 25 overall this year, in a three-place slip from last year's ranking. The city performed the best in the overall categories for socioeconomic and cultural diversity, earning a respective No. 58 and No. 61.

The top 10 most diverse cities in America in 2025 are:

No. 1 – Gaithersburg, Maryland
No. 2 – Silver Spring, Maryland
No. 3 – Germantown, Maryland
No. 4 – Arlington, Texas
No. 5 – Houston, Texas
No. 6 – New York, New York
No. 7 – Charlotte, North Carolina
No. 8 – Jersey City, New Jersey
No. 9 – Danbury, Connecticut
No. 10 – Los Angeles, California

---

A version of this story originally appeared on our sister site, CultureMap.com.

View All Listings

INNOVATIONMAP EMAILS ARE AWESOME