HVAC innovation has a huge role to play in Houston amid energy transition

guest column

By prioritizing the deployment of smart, energy-efficient technologies, we can ensure that Houston remains at the forefront of the global energy landscape, setting the standard for other cities to follow. Photo via Getty Images

As Houston, the energy capital of the world, navigates the global energy transition, the city is uniquely positioned to lead by example. This transition isn’t just about shifting from fossil fuels to renewable energy; it’s about creating an ecosystem where corporations, research institutions, startups, and investors collaborate to develop and implement innovative technologies.

One of the most promising areas for reducing energy consumption and minimizing environmental impact is in heating, ventilation, and air conditioning, or HVAC, systems.

Houston’s intense weather patterns demand efficient and adaptable climate control solutions. Traditional HVAC systems, while effective in maintaining indoor comfort, often operate on fixed settings that don’t account for real-time changes in occupancy or weather. This results in energy waste and increased utility costs — issues that can be mitigated by integrating artificial intelligence into HVAC systems.

AI-driven HVAC systems offer a dynamic approach to heating and cooling, learning from user preferences and environmental conditions to optimize performance. These systems use advanced algorithms to continuously adjust their operation, ensuring that energy is used only when and where it’s needed. This results in up to 30 percent greater energy efficiency compared to conventional systems, translating into significant savings for consumers and a reduction in overall energy demand.

For a city like Houston, where energy consumption is a critical concern, the widespread adoption of AI-integrated HVAC systems could have a substantial impact. By optimizing energy use in homes, offices, and industrial spaces, these systems help reduce the strain on the electrical grid, particularly during peak usage times. Additionally, they contribute to lowering greenhouse gas emissions, aligning with Houston’s broader sustainability goals.

The potential of AI in HVAC systems extends beyond efficiency and environmental benefits. These systems enhance the user experience by offering precise control over indoor climates, adapting to individual preferences, and responding to external conditions in real-time. This level of customization not only improves comfort but also supports a smarter, more sustainable approach to energy management.

Houston’s energy transition requires the collective efforts of all sectors. While large corporations and government entities play a significant role, the contributions of startups, research institutions, and energy service companies are equally important. These entities are at the forefront of developing technologies that address both the economic and environmental challenges of our time. Investors are increasingly recognizing the value of funding solutions that offer long-term sustainability alongside financial returns, further driving the adoption of innovative energy technologies.

The integration of AI into HVAC systems represents a crucial step forward in this journey. As Houston continues to evolve as a leader in energy innovation, embracing advanced technologies like AI-driven HVAC systems will be key to achieving a more sustainable and resilient energy future. These systems are not just a technological advancement—they are a strategic tool in the broader effort to reduce energy consumption, lower emissions, and create a healthier environment for all.

At the heart of Houston’s energy transition is the commitment to building a future that balances growth with sustainability. By prioritizing the deployment of smart, energy-efficient technologies, we can ensure that Houston remains at the forefront of the global energy landscape, setting the standard for other cities to follow. As we move forward, the integration of AI into our energy infrastructure, particularly in HVAC systems, will be instrumental in shaping a sustainable and prosperous future for Houston and beyond.

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Trevor Schick is the president of KOVA, a Texas company creating sustainable solutions in building development.

This article originally ran on EnergyCapital.
Houston is in the running to receive millions from a program from the National Science Foundation. Photo via Getty Images

Houston named semifinalist for major energy transition funding opportunity

making moves

The National Science Foundation announced 34 semifinalists for a regional innovation program that will deploy up to $160 million in federal funding over the next 10 years. Among the list of potential regions to receive this influx of capital is Houston.

The Greater Houston Partnership and the Houston Energy Transition Initiative developed the application for the NSF Regional Innovation Engine competition in collaboration with economic, civic, and educational leaders from across the city and five regional universities, including the University of Houston, The University of Texas at Austin, Texas Southern University, Rice University, and Texas A&M University.

The proposed project for Houston — called the Accelerating Carbon-Neutral Technologies and Policies for Energy Transition, or ACT, Engine — emphasizes developing sustainable and equitable opportunities for innovators and entrepreneurs while also pursuing sustainable and equitable energy access for all.

“The ACT Engine will leverage our diverse energy innovation ecosystem and talent, creating a true competitive advantage for existing and new energy companies across our region," says Jane Stricker, senior vice president of energy transition and executive director for HETI, in a statement. "Texas is leading the way in nearly every energy and energy transition solution, and this Engine can catalyze our region’s continued growth in low-carbon technology development and deployment."

If Houston's proposal is selected as a finalist, it could receive up to $160 million over 10 years. The final list of NSF Engines awards is expected this fall, and, according to a release, each awardee will initially receiving about $15 million for the first two years.

"Each of these NSF Engines semifinalists represents an emerging hub of innovation and lends their talents and resources to form the fabric of NSF's vision to create opportunities everywhere and enable innovation anywhere," NSF Director Sethuraman Panchanathan says in a news release. "These teams will spring ideas, talent, pathways and resources to create vibrant innovation ecosystems all across our nation."

The NSF selected its 34 semifinalists from 188 original applicants, and the next step for Houston is a virtual site visit that will assess competitive advantages, budget and resource plans for R&D and workforce development, and the proposed leadership’s ability to mobilize plans into action over the first two years.

"Houston is poised, like no other city, to lead the energy transition. The ACT Engine presents a remarkable opportunity to not only leverage the region's unparalleled energy resources and expertise but also harness our can-do spirit. Houston has a proven track record of embracing challenges and finding innovative solutions,” says Renu Khator, president of the University of Houston, in the statement. “Through the collaborative efforts facilitated by the ACT Engine, I am confident that we can make significant strides towards creating a sustainable future that harmonizes economic growth, environmental protection and social equity."

NSF Engines will announce awards this fall after a round of in-person interviews of finalists named in July. With Houston's track record for building thriving industry hubs in energy, health care, aerospace, and the culinary arts, the region is eager to establish the next generation of leaders and dreamers responding to some of the greatest economic and societal challenges ever seen in America.

“Our energy innovation ecosystem is inclusive, dynamic, and fast growing," says Barbara Burger, energy transition adviser and former Chevron executive, in the release. "The ACT Engine has the potential to increase the amount of innovation coming into the ecosystem and the capabilities available to scale technologies needed in the energy transition. I am confident that the members of the ecosystem — incubators, accelerators, investors, universities, and corporates — are ready for the challenge that the ACT Engine will provide."

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This article originally ran on EnergyCapital.

According to a new report, the existing energy infrastructure of Texas makes it a great spot to lead the development of the hydrogen economy. Photo via Getty Images

Report: Texas is the best place to lead hydrogen economy

as the experts say

All signs point to Texas leading the development of a hydrogen market, says one new report out of Rice University.

The Baker Institute for Public Policy released a new report this week about the hydrogen economy and the role Texas will play in it. According to the experts, Texas’ legacy energy industry — as well as its geology — makes it an ideal hub for hydrogen as an energy source. Ken Medlock, senior director of the Baker Institute’s Center for Energy Studies, and Shih Yu (Elsie) Hung, research manager at the center, wrote the report.

“Texas is in a very advantageous position to play a leading role in driving hydrogen market growth, but the evolution of policy and market structure will dictate whether or not this comes to pass,” write the co-authors.

Medlock and Hung make the case for hydrogen's impact on the energy transition in the report.

“It can be produced in a number of different ways — including steam-methane reforming, electrolysis and pyrolysis — so it can leverage a variety of comparative advantages across regions,” they write.

The report explains that — with the state's existing and robust oil and gas infrastructure — Texas is the best spot to affordably develop hydrogen while managing economic challenges. Plus, Texas's coastal geology is an advantageous spot for storage and transport.

One factor to be determined, write the authors, is whether or not the policy will support the industry's growth.

“(Hydrogen’s) expansion as an energy carrier beyond its traditional uses in industrial applications will depend heavily on significant investment in infrastructure and well-designed market structures with appropriate regulatory architectures,” they write. “A lack of either will risk coordination failure along hydrogen supply chains and, thus, threaten to derail any momentum that may currently be building.”

GTI Energy and The Cynthia and George Mitchell Foundation funded this report.

Last summer, the Center for Houston's Future reported how Houston-based assets can be leveraged to lead a global clean hydrogen innovation. The Houston region already produces and consumes a third of the nation’s hydrogen, according to the report, and has more than 50 percent of the country’s dedicated hydrogen pipelines. These assets can be utilized to accelerate a transition to clean hydrogen, and the report lays out how.

"Using this roadmap as a guide and with Houston’s energy sector at the lead, we are ready to create a new clean hydrogen economy that will help fight climate change as it creates jobs and economic growth,” says Center for Houston’s Future CEO Brett Perlman. “We are more than ready, able and willing to take on these goals, as our record of overwhelming success in energy innovation and new market development shows.”

The energy industry is finally prioritizing new technology and greener energy — both in light of and in spite of a global pandemic. Photo via Getty Images

Overheard: Here’s what these energy VCs think of the pandemic’s effect on the energy transition

eavesdropping online

In a lot of ways, venture capital firms are tasked with predicting the future. They put money into tech and business services that are going to disrupt the status quo, and energy VCs are tasked with taking bets on the energy transition.

At a virtual event as a part of the 18th annual Rice Alliance Energy Tech Venture Forum, which is taking place online this week, a group of panelists moderated by Sandy Guitar, managing partner at the HX Venture Fund, discussed how the pandemic has affected the energy transition. The group of experts talked about the future of work, decarbonization, and more.

If you missed the event, here are a few key moments from the discussion.

“The role of digitization is going to be huge. The pandemic really exacerbated just how far oil and gas had been behind in that.”

— Sean Ebert, partner at Altira. Ebert explains that when times are good for energy companies, it's hard to get the attention of executives to introduce new technologies. Now, corporations are having to invest in tech that allows their employees to be mobile and remote.

“There’s never been a better time to invest in energy technology. … We are at a point where we can get the type of returns [we look for.]”

— George Coyle, managing partner at Energy Innovation Capital. Coyle adds that he's seen the pandemic effect major growth opportunities in energy startups in his portfolio.

“What we have is a sense of urgency that didn’t exist 15 years ago. Public companies virtually all have a sustainability report and need to show some sort of progress."

— Cory Steffek, managing director at Ara Partners. He adds, "I really think the opportunity in the near term is de-risking software or hardware technologies and showing people that you can construct assets where they can deploy substantial amounts of capital profitably. If you have that, from a returns standpoint, you have something that should generate significant yield."

“The part we have been focused on is how can you make the conventional more efficient, so energy-on-energy conversion is even better.”

— Hossam Elbadawy, managing director at SCF Ventures and technology partner at SCF Partners. He's referring to the question of whether to prioritize new low-carbon innovations or to make conventional methods more sustainable. His observation is that the solution is going to be a hybrid of both.

“When we think about the future of work, we think about what are the capabilities going to be required in the future to be able to improve operations in the field today?”

— Ricardo Angel, managing director and CEO of PIVA. Angel adds that, "a lot of activities might be replaced by AI," and he and his firm are thinking about how they can go about "developing the skills for the people who will be working with those tools."

The energy industry needs to re-evaluate its priorities for the workplace. Photo courtesy of Thomas Miller/Breitling Energy

Why Houston’s oil and gas leaders need to prioritize becoming a modern energy workplace

Guest column

The oil and gas industry today is being shaped by truly unprecedented conditions. In the face of a global economic crisis, players in this space are grappling with how best to spend and save resources in a way that's smart, deliberate and centered on expanding a company's value.

But even when the price of oil was four times what it is today, only 13 percent of the oil and gas industry's leaders said they were moving fast enough from a tech investment perspective, according to data my company, Quorum Software, pulled back in October. This was the writing on the wall that the industry was unprepared for a crisis of this magnitude, let alone two.

At the same time, there are a number of critical labor challenges that could curb Houston's oil and gas sector's ability to rebound. In order to future proof the energy industry and attract and retain young and innovative talent, Houston's oil and gas leaders need to prioritize investments in technology and start creating specific business advantages through tech.

Create a place young talent will want to land

In the Houston area, millennials age 25 to 34 make up the largest percentage of the adult population, according to the most recent data from the U.S. Census Bureau. Despite this, oil and gas has historically suffered a gap in talent for this employee subset.

As the Houston energy economy seeks to attract talent from Gen Z and millennial pools, they must invest in transformative technology and become a modern energy workplace.

In our recently released industry report, oil and gas decision makers made it clear that they understand having better technology generates more efficient workplaces. What's more, four out of five of these industry leaders think employees will leave without access to sound technology.

Technology will play as an essential part of crisis recovery, and Houston's business leaders in this sector must align their tech investments over the next two quarters in order to both drive business success and also retain and attract a rich talent pool.

Prepare for the long road ahead

Oil and gas leaders in this region are familiar with managing volatility. Prices rise and fall much more quickly than in other industries, with fluctuating regulations, border skirmishes, trade deals, weather and local and global politics all impacting an ever-changing market. We have entered a period when short-term stability and long-term success are both in jeopardy unless you innovate now – especially as the prognosis for long-term structural change in the industry indicates that things might get a lot tougher before they turn around.

In my 30-plus years in the software industry, I've heard thoughtful people talk a lot about disruption. The idea that companies use software and/or technology to disrupt both their internal operations or disrupt markets to make sure that markets don't disrupt them. In just a few months, the commodity pricing shifts have disrupted economic forces on our businesses. As much as we've talked about technology for transformation and modernization, we need to adopt strategies that allows for more agility and sustainability during big market swings.

Judging by the responses in our recent report, oil and gas decision-makers are realistic about the business challenges ahead of them and their inability to solve the problems using the technologies they have in place. Like their IT decision-maker counterparts, 95 percent of oil and gas industry leaders agree that in today's marketplace, a company that doesn't embrace technological advances will not succeed in terms of streamlining operations (land management, accounting, etc.). In fact, in oil and gas, 97 percent of respondents believe the industry will decline if it doesn't adapt to the changes around it.

The takeaway? To survive today — and thrive tomorrow — you don't need to disrupt your business, but you do need to modernize it to be agile and sustain revenue production. You need to bring new technologies into the fold to improve your efficiencies. You need to challenge the status quo, not only to help you endure today's conditions, but also get where you want to go.

This point is only unscored by recent reports that highlight how the Texas Workforce Commission is relying on tech from the 1980s as unemployment claims overwhelm the system. Across industries, and especially those experiencing the volatility that the oil and gas industry is, technology holds the key to attracting and retaining talent, streamlining operations, and staying afloat in these uncharted waters.

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Gene Austin is the CEO of Houston-based Quorum Software.

Houston — known as the Energy Capital of the World — had several trending stories in 2019 focused on energy innovation. Photo courtesy of Thomas Miller/Breitling Energy

These were Houston's top energy innovation stories this year

2019 in review

Editor's note: With 2020 just days away, InnovationMap is looking back at 2019's top stories in Houston innovation. Within the energy category, top stories included game-changing energy tech companies, the future of oil and gas — as told by the industry's emerging leaders, the results of a reverse pitch competition for ExxonMobil, and more.

Rice Alliance names the 10 most promising startups at Houston's Offshore Technology Conference

Startups from across the world pitched at the Rice Alliance Startup Roundup at the Offshore Technology Conference. Getty Images

Over 50 different startups from across the globe gathered at the Offshore Technology Conference for the fifth annual Rice Alliance Startup Roundup event. The full day of speed pitching and presentations, hosted by Rice Alliance Managing Director Brad Burke, took place at NRG Arena on Monday, May 6.

After interacting with all the various startups, the Rice Alliance's panel of experts voted on the 10 most promising startups. Half of the companies that were recognized are based in Houston — and even more have an office or some sort of operations in town. Here's which technologies the offshore oil and gas industry has its eye on. Click here to read more.

Overheard: Here's the future of oil and gas tech, according to this panel at OTC

Three young professionals took the stage to discuss the future tech of offshore operations in oil and gas. Courtesy photos

The oil and gas industry has a reputation for being a slow adapter when it comes to technology advances, but that's changing — as is the workforce. In the next few years, half of the United States workforce will be millennials, according to the Bureau of Labor Statistics.

A panel at the 2019 Offshore Technology Conference discussed the future of oil and gas technology — and the young professionals who are taking over the industry. Click here to read more.

ExxonMobil taps two new technologies in a Houston reverse pitch program

ExxonMobil named two winners in its inaugural reverse pitch competition with BBL Ventures. Courtesy of OctoRD

ExxonMobil and BBL Ventures have teamed up to flip the script on pitch competitions. Rather than have startups pitch themselves, the two companies collaborated on a reverse pitch event where Exxon identifies a few problems and search for companies that can build a solution.

The purpose of the event, says Tim Westhoven, technology scouting and venturing at ExxonMobil at the Baytown refinery, was to get the company out of its day-to-day to spark new ideas and innovation.

"Typically, as an engineer, when we think about how we solve a problem, we start inside the organization," Westhoven says at the event, which took place on Wednesday, June 5, at Station Houston. "Then we think about what problems we want to solve. Sometimes, you don't even think at all about what's available on the outside. This reverse pitch is us thinking about the impact we want to have and what the outside can offer." Click here to read more.

5 emerging energy tech companies in Houston revolutionizing the industry

It might not be surprising to discover that the energy capital of the world is a hub for energy startups. Getty Images

If you thought Houston's wildcatter days were exciting, just you wait. Houston has an emerging ecosystem of tech startups across industries — from facial recognition devices used at event check in to a drone controller that mimics movement in space.

A somewhat obvious space for Houston entrepreneurs is oil and gas. While the energy industry might have a reputation of being slow to adapt new technologies, these five Houston startups are developing the future of the industry — one device at a time. Click here to read more.

Exclusive: Plug and Play announces 15 energy tech companies for inaugural Houston cohort

Plug and Play Technology Center has named its first 15 startups in its Houston Energy and Sustainability cohort. Getty Images

A Silicon Valley accelerator program has announced the companies that will participate in its first Houston cohort just as the program begins to foster energy tech innovation in town.

Plug and Play Technology Center, which announced its entry into the Houston market this summer, named the 15 companies that will complete the program. While there are only two Houston-based companies in the mix this time around, all 15 companies will be operating locally with Houston corporate partners and startup development organizations.

"By being a part of this Plug and Play cohort, our corporate partners have validated that there is an interest in these startups' technology solutions," says Payal Patel, director of corporate partnerships for Plug and Play in Houston. "This will encourage these non-Houston based startups to spend more time in Houston, likely (and hopefully) leading to them doing business with our corporations, raising money from local investors, hiring local talent, and setting up an office in Houston." Click here to read more.

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Telsa targets Houston area for new $10 billion manufacturing plant

Project Sun City

Electric vehicle and clean energy company Tesla is considering building a new $10.1 billion solar cell manufacturing facility in Fort Bend County, according to documents filed with the Texas Comptroller’s Office.

If approved, the plant, called Project Sun City, would be located on a 3,050-acre site off FM 762 and FM 1994 in Richmond, Texas. Tesla aims to finish construction in 2028, with the plant being operational by early 2029.

The plant will manufacture photovoltaic (PV) solar cells and modules that can convert sunlight into electricity. PV Magazine reports that the facility is "the largest single manufacturing investment Tesla has proposed on paper."

Advisory and consulting firm Kroll submitted the documents to the Texas Comptroller of Public Accounts and noted if an agreement regarding tax incentives isn't reached, the project will exit Texas.

Tesla has requested credits under the Jobs, Energy, Technology, and Innovation (JETI) Act. The incentive program aims to attract large, capital-intensive economic development projects by lowering the property taxes an entity must pay over 10 years if it meets requirements related to job creation and investment. For example, pharmaceutical giant Bristol Myers Squibb Co. recently announced that its forthcoming $2.3 billion Houston-area manufacturing site is a qualified project under the JETI program.

Kroll predicts that the facility would create 9,712 new full-time jobs, over 1,100 construction jobs and billions of dollars in future property tax revenue, the documents show. Additionally, it says the project will spur $1.1 billion in local business expenditures and that Texas would increase its GDP by approximately $107 billion as a result of the project activities.

Tesla opened its $200 million Megafactory in Brookshire, Texas, last year. The company is continuing its goal to deploy 100 gigawatts of solar manufacturing in the U.S before the end of 2028. According to the U.S. Energy Information Administration, 100 gigawatts is equal to about 8 percent of the country's power grid capacity.

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This article originally appeared on EnergyCapitalHTX.com.

Tech giant Apple opens Advanced Manufacturing Center at massive Houston facility

up and running

Cupertino, California-based Apple Inc. unveiled its Advanced Manufacturing Center in the Houston area last week, marking the completion of the second of three facilities the tech giant plans to launch in the city by the end of this year.

The 20,000-square-foot training center will welcome small- and medium-sized businesses for free training and educational sessions to "help accelerate smart manufacturing across America," according to a release from Apple. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

The AMC is part of Apple's 500,000-square-foot site in northwest Harris County. It also features a massive manufacturing site for Apple’s advanced AI servers and Mac mini. The facility was originally slated to open in 2026, but Apple began producing its advanced AI servers ahead of schedule in 2025.

The company said it plans to begin manufacturing its Mac mini at the site this year. The move will bring production of the compact desktop computer to the U.S. for the first time.

“In less than nine months, we have invested hundreds of millions of dollars into this Houston facility. We stood up a factory, started production, and shipped the first advanced AI servers off the line. Today, we’re thrilled to open our new Advanced Manufacturing Center, a place where businesses, workers, and students can learn the same innovative processes that we use to make Apple’s most groundbreaking products. And we’re pleased to begin Mac mini production later this year,” Tim Cook, Apple’s CEO, said in the news release. “We believe in American workers and American ingenuity, and we are moving at an incredible pace because we want to build more than great products. We want to build the future of American manufacturing.”

Apple's Advanced Manufacturing Center. Photos courtesy Apple

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

The company originally announced plans in February 2025 to open a 250,000-square-foot Houston factory, but doubled the facility's planned size about a year later. Apple has reported that the factory will employ thousands of workers.

“Houston is grateful to Apple for this significant investment in our city. The Advanced Manufacturing Center will create local jobs and will continue improving the quality of life of Houston residents," Houston Mayor John Whitmire added in the release. "The AMC also recognizes our city as a growing technology hub and solidifies Houston’s leadership in the manufacturing sector of the United States.”

The opening comes on the heels of New Jersey-based pharmaceutical giant Bristol Myers Squibb Co. officially naming Houston home of its new $2.3 billion, state-of-the-art manufacturing site. Read more here.

Nominations for the 2026 Houston Innovation Awards are due by Aug. 27

Calling All Innovators

Calling all Houston innovators: The 2026 Houston Innovation Awards, presented by InnovationMap, return this fall to celebrate the best and brightest in the Houston innovation ecosystem right now.

We're asking you to nominate Houston's top innovators and startups for this year's awards. Nominations are open now through August 27 and can be made on behalf of yourself, your organization, and other influential leaders in the local innovation scene.

The annual awards program recognizes the most innovative individuals and companies in Houston across 10 prestigious categories.

This year's awards will honor the following categories:

  • Minority-founded Business, honoring an innovative startup founded or co-founded by BIPOC or LGBTQ+ representation.
  • Female-founded Business, honoring an innovative startup founded or co-founded by a woman.
  • Energy Transition Business, honoring an innovative startup providing a solution within renewables, climatetech, clean energy, alternative materials, circular economy, and beyond.
  • Health Tech Business, honoring an innovative startup within the health and medical technology sectors.
  • Deep Tech Business, honoring an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics, and space sectors.
  • Startup of the Year (People's Choice), honoring a startup celebrating a recent milestone or success. The winner will be selected by the community via an interactive voting experience.
  • Scaleup of the Year, honoring an innovative later-stage startup that's recently reached a significant milestone in company growth.
  • Incubator/Accelerator of the Year, honoring a local incubator or accelerator that is championing and fueling the growth of Houston startups.
  • Mentor of the Year, honoring an individual who dedicates their time and expertise to guide and support budding entrepreneurs.
  • Trailblazer, honoring an innovator who's made a lasting impact on the Houston innovation community.

You have three weeks to submit nominees, so don't delay — nominate today at this link or fill out the form below. Qualified nominees will receive a formal application to complete, which will be reviewed by our esteemed panel of judges to determine the finalists and winners.

More announcements about the 2026 Houston Innovation Awards are coming soon, including an introduction to this year's panel of judges. Interested in sponsoring the 2026 Houston Innovation Awards? Please contact sales@innovationmap.com.

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