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."

Patel says the selection process was similar to the due diligence done in investor research, since Plug and Play treats its startups like a portfolio of sorts. Plug and Play hosted a pitch night in September as a way to introduce the cohort finalists to the ecosystem before making the final selection.

"We used the technology focus areas of our corporate partners to source 100 startups with commercial viability in Houston," Patel says. "Through consultation with our partners and voting at our Selection Day event in September, we ultimately narrowed the group to 15 startups we believe we can provide value to over the next few months."

The startups are off to Plug and Play's headquarters in California for a Focus Week, Patel says, then will return to Houston for various corporat events, converences, and more as part of the program.

Here are the 15 companies that will participate in the energy and sustainability accelerator from Plug and Play Tech Center.

Alchera Inc.

Founded: 2016
Money raised: $6 million
Employees: 45 full time, 60 part time
Headquarters: South Korea
About: Alchera's technology uses artificial intelligence image to prevent the loss of lives and money in dangerous situations on site.

Ario Technologies Inc.

Founded: 2016
Money raised: $2.3 million
Employees: 8 full time, 1 part time
Headquarters: Norfolk, Virginia
About: Ario has a augmented reality technology that allows its users to search its data in the real world.

Blacksands Inc.

Founded: 2012
Money raised: $1 million
Employees: 5 full time, 7 part time
Headquarters: Sunnyvale, California
About: Blacksands has a secured connection as a service business model for fast-paced cybersecurity.

BlastPoint

Founded: 2016
Money raised: $1.3 million
Employees: 7 full time, 3 part time
Headquarters: Pittsburgh, Pennsylvania
About: Using internal insights and data, BlastPoint helps make innovative ideas a reality in the workplace.

ForePaas

Founded: 2015
Money raised: $10 million
Employees: 40 full time, 1 part time
Headquarters:
About: The ForePaas platform combines cloud-based technology and data applications to optimize and accelerate industrial internal enterprise data initiatives.

Capella Space

Founded: 2016
Money raised: $50 million
Employees: 50 full time, 0 part time
Headquarters: San Francisco
About: Capella Space is building a large commercial radar satellite constellation to speed up the informed decision making process for industrial workers down on earth.

Cumulus Digital Solutions

Founded: 2018
Money raised: $4.5 million
Employees: 14 full time, 4 part time
Headquarters: Cambridge, Massachusetts
About: Using data collection and cloud-based software, Cumulus is eliminating poor work quality that causes accidents in the field.

Data Gumbo

Founded: 2016
Money raised: $3.2 million
Employees: 19 full time, 4 part time
Headquarters: Houston
About: Data Gumbo has developed a blockchain network for automated contract execution for industrial clients

Latium Technologies

Founded: 2019
Money raised: $1 million (Canadian)
Employees: 8 full time, 0 part time
Headquarters: Edmonton, Canada
About: Latium has developed a better industrial IoT platform for heavy industry.

Indegy

Founded: 2014
Money raised: $18 million
Employees: 53 full-time, 0 part-time
Headquarters: New York
About: Indegy specializes in real-time security for industrial campuses.

Ingu Solutions

Founded: 2014
Money raised: $2.1 million (Canadian)
Employees: 10 full-time, 0 part-time
Headquarters: Calgary, Canada
About: Ingu wants to revolutionize the economics of the pipeline industry with new technology and initiatives.

Cemvita Factory

Founded: 2017
Money raised: None disclosed.
Employees: 8 full time, 10 part time
Headquarters: Houston
About: Cemvita has patented technology that can mimic photosynthesis to lower carbon emissions.

KX

Founded: 1999
Money raised: None disclosed.
Employees: 2,500 full-time and 0 part-time
Headquarters: Northern Ireland
About: KX is a data company that uses its global technology in the finance, retail, pharma, manufacturing, and energy industries.

Ondaka Inc.

Founded: 2017
Money raised: $1.6 million
Employees: 8 full time, 2 part time
Headquarters: Palo Alto, California (has a local office at Station Houston)
About: Ondaka uses an alphabet soup of buzzword technologies — IoT, AI, VR — and allows oil and gas companies to really visualize their infrastructure.

Terrapin

Founded: 2016
Money raised: $3 million
Employees: 10 full time, 5 part time
Headquarters: Edmonton, Canada
About: Terrapin is a designer and developer of industrial heat recovery projects.

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

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

Best of the rest

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.

Oliasoft AS

Oliasoft provides solutions for digitizing well planning operations. Photo via oliasoft.com

Oslo, Norway-based Oliasoft kicked off the presentations at OTC and walked away with an award 2.5 hours later. The cloud-based technology allows for enhanced well planning, casing and other drilling engineering processes.

Syzygy Plasmonics

Syzygy Plasmonics is a chemicals company in Houston lead by Trevor Best. Best presented his company's hydrogen as a fuel alternative technology. According to best, Syzegy's technology is a lower cost solution to gasoline that doesn't put out any chemical waste.

Toku Systems Inc.

Canadian IIoT company, Toku Systems Inc., has a inexpensive monitoring device. Photo via tokuindustry.com

When it comes to monitoring operations, it can be pricey and inaccurate. Edmonton, Alberta-based Toku Systems Inc. has designed a solution. Toku's device is durable and uses IIoT technology to allow for oil and gas companies to monitor their operations remotely.

Ingu Solutions

Ingu Solutions' Pipers technology might look small — but it's able to save a whole lot of cash for oil companies and prevent leaks. Photo via ingu.co

Another Canadian company, Ingu Solutions from Calgary, Alberta, took home an award from Rice. The company's pipeline detection technology can access pipes' conditions and prevent leaks and damage from causing major, costly events. Ingu's Pipers technology works off a subscription model, so clients have access to support and supplies with their monthly fees to the company.

LaserStream

LaserStream uses its imaging technology to track the wear and tear on pipes. Photo via laserstreamlp.com

Humble-based LaserStream provides laser-based scans of pipeline. The technology can evaluate damage and corrosion as well as calculate measurements of various equipment. The company has inspected over 350,000 feet of materials , including tubing, casing, drilling risers, production risers, and more, according to the website.

Ondaka

Ondaka's technology allows you to visualize your infrastructure before you act. Photo via ondaka.com

Ondaka isn't your typical Bay Area startup. The company uses an alphabet soup of buzzword technologies — IoT, AI, VR — and allows oil and gas companies to really visualize their infrastructure. The Palo Alto-based startup is a StartX company and a member at Station Houston for its local office.

Dark Vision Technologies Inc.

Canada-based Dark Vision has created a tool that can take ultrasound images of wells. Photo via darkvisiontech.com

North Vancouver, British Columbia-based Dark Vision has spent years developing its ultrasound technology that can get a 360-degree view of oil wells. According to the website, Dark Vision can find a number of downhole issues, such as tubing defects, casing corrosion, obstructions, and more.

Cemvita Factory

The Karimi siblings have created a way to synthetically convert CO2 into glucose, and they are targeting the energy and aerospace industries for their technology. Courtesy of Cemvita Factory

Houston-based Cemvita Factory didn't present its CO2-to-glucose conversion technology at the roundup, but the company's presence earlier in the day was enough for the judges. Co-founder Moji Karimi tells InnovationMap in a previous story about how the technology has many applications in oil and gas, but also in space operations,

Lift Etc.

Even though Lift ETC didn't present in the roundup, the Houston-based company walked away with an award for its artificial lift technology that is more efficient and cheaper for companies to use. According to the website, Lift ETC has a technology that's proven to lower the surface compressor requirements up to 75 percent and increase production.

SensorField

Houston-based SensorField didn't present, but still walked away with recognition from Rice. Photo via sensorfield.com

When it comes to using IoT for remote oilfield site monitoring, Houston-based SensorField is ahead of the curve. The company's device — so small it can fit in the palm of your hand — is powerful enough to provide complete monitoring capabilities from fluid level and pressure to rotating machinery health and location security, according to the website.

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This is the income required to be a middle class earner in Houston in 2026

Cashing In

A new study tracking the upper and lower thresholds for middle class households across the nation's largest cities has revealed Houstonians need to make at least a grand more than last year to maintain their middle class status this year.

According to SmartAsset's just-released annual report, "What It Takes to Be Middle Class in America – 2026 Study," Houston households need to make anywhere from $42,907 to $128,722 to qualify as middle class earners this year.

Compared to 2025, Houstonians need to make $1,153 more per year to meet the minimum threshold for a middle class status, whereas the upper bound has stretched $3,448 higher. The median income for a Houston household in 2024 was $64,361, the study added.

SmartAsset's experts used 2024 Census Bureau median household income data for the 100 biggest U.S. cities and all 50 states and determined middle class income ranges by using a variation of Pew Research's definition of a middle class household, stating the salary range is "two-thirds to double the median U.S. salary."

In the report's ranking of the U.S. cities with the highest household incomes needed to maintain a middle class status, Houston ranked No. 80.

In the report's state-by-state comparison, Texas has the 24th highest middle class income range. Overall, Texas households need to make between $53,147 and $159,442 to be labeled "middle class" in 2026. For additional context, the median income for a Texas household in 2024 came out to $79,721.

"Often, the expectations that come with the term 'middle class' include reaching home ownership, raising kids, the comfort of modest emergency funds and retirement savings, and the occasional splurge or vacation," the report said. "And as the median household income varies widely across the U.S. depending on the local job market, housing market, infrastructure and other factors, so does swing the bounds on what constitutes a middle class income in America."

What it takes to be middle class elsewhere around Texas

Two Dallas-Fort Worth suburbs – Frisco and Plano – have some of the highest middle class income ranges in the country for 2026, SmartAsset found.

Frisco households need to make between $96,963 and $290,888 to qualify as middle class this year, which is the third-highest middle class income range nationwide.

Plano's middle class income range is the eighth highest nationally, with households needing to make between $77,267 and $231,802 for the designation.

Salary range needed to be a middle class earner in other Texas cities:

  • No. 28 – Austin: between $60,287 and $180,860
  • No. 40 – Irving: between $56,566 and $169,698
  • No. 44 – Fort Worth: between $55,002 and $165,006
  • No. 57 – Garland: between $50,531 and $151,594
  • No. 60 – Arlington: between $49,592 and $148,77
  • No. 61 – Dallas: between $49,549 and $148,646
  • No. 73 – Corpus Christi: between $44,645 and $133,934
  • No. 77 – San Antonio: between $44,117 and $132,352
  • No. 83 – Lubbock: between $41,573 and $124,720
  • No. 84 – Laredo: between $41,013 and $123,038
  • No. 89 – El Paso: between $39,955 and $119,864
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This article originally appeared on CultureMap.com.

Houston leads Texas with 7 new National Academy of Inventors senior members

top honor

The University of Houston is now home to seven new senior members of the National Academy of Inventors.

The distinction honors active faculty, scientists and administrators from NAI member institutions that have demonstrated innovation and produced technologies that have “brought, or aspire to bring, real impact on the welfare of society,” according to the NAI. The members have also succeeded in patents, licensing and commercialization, and educating and mentoring.

According to UH, its seven new members represent the largest group from any single Texas institution this year, bringing the university's total senior member count to 46.

UH faculty also represented three of Houston's four new senior members in 2025. Six Houstonians were also named to the NIA's class of fellows late last year.

“This recognition affirms what we see every day at the University of Houston—bold, collaborative innovation focused on improving lives," Ramanan Krishnamoorti, vice president of energy at UH, said in a news release. "Having seven faculty members named Senior Members reflects our momentum and a culture where discovery moves beyond the lab into solutions that strengthen communities and drive economic growth.”

UH’s new senior members include:

  • Haleh Ardebili, endowed professor of mechanical and aerospace engineering and assistant vice president for Entrepreneurship and Startup Ecosystem. Ardebili develops flexible lithium batteries and holds four patents
  • Vemuri Balakotaiah, distinguished university chair and professor of chemical and biomolecular engineering. Balakotaiah holds is patents, with five pending, and develops mathematical models for the clean energy research.
  • Jakoah Brgoch, professor of chemistry. Brgoch develops next-generation inorganic materials and holds four patents.
  • Jose L. Contreras-Vidal, distinguished professor in electrical and computer engineering and director of UH’s NSF neurotechnology research center. Conreras-Vidal develops brain-machine interface technologies. He holds five patents, with two technologies advancing through clinical trials.
  • Preethi Gunaratne, professor in the department of biology and biochemistry and director of the UH Sequencing Core in UH’s College of Natural Sciences and Mathematics. Gunaratne holds five patents in biology and energy technologies and has made significant large-scale genome discoveries.
  • Jae-Hyun Ryou, professor of mechanical and aerospace engineering. Ryou holds 13 patents and has develops innovative semiconductor materials and devices for flexible electronics.
  • Yingcai Zheng, professor in applied geophysics and director of the UH Rock Physics Lab. Zheng's work focuses on energy production, geothermal development and carbon management strategies. He holds two patents.

Other Texas institutions also had strong showings this year. Additional new Texas senior members from NAI institutions include:

Texas A&M University

  • Guillermo Aguilar
  • Stavros Kalafatis
  • Narendra Kumar
  • Heng Pan
  • Xingyong Song
  • Yubin Zhou

Texas State University

  • Bahram Asiabanpour
  • Martin Burtscher
  • Nihal Dharmasiri
  • Alexander Kornienko
  • Ted Lehr
  • Christopher Rhodes

The University of Texas at Arlington

  • Brian H. Dennis
  • Nicholas Gans
  • Frederick M. MacDonnell
  • Charles Philip Shelor
  • Liping Tang

The University of Texas at San Antonio

  • Robert De Lorenzo
  • Marc Feldman
  • Daohong Zhou

The University of Texas at El Paso

  • XiuJun Li
  • Yirong Lin
  • David Roberson

Texas Tech University Health Sciences Center

  • Thomas John Abbruscato
  • Annette Louise Sobel
  • Sanjay K. Srivastava

Texas Tech University

  • Gerardo Games
  • Dy Dinh Le

Baylor University

  • David Jack

The University of Texas Rio Grande Valley

  • Upal Roy

This year's class is the largest since the NAI launched its senior member recognition program in 2018. The new senior members come from 82 NAI institutions ad hoe more than over 2,000 U.S. patents. Accoring to the NAI, it has 945 senior members who hold more than 11,000 U.S. patents today.

“This year’s senior member class is a truly impressive cohort. These innovators come from a variety of fields and disciplines, translating their technologies into tangible impact,” Paul R. Sanberg, president of NAI, added in a news release. “I commend them on their incredible pursuits and I’m honored to welcome them to the Academy.”

The Senior Member Induction Ceremony will honor the 2026 class at NAI’s Annual Conference June 1-4 in Los Angeles.

Texas takes the No. 1 spot on new energy resilience report

Ranking It

A new report by mineral group Texas Royalty Brokers ranks Texas as the No. 1 most energy-resilient state.

The study focused on four main sources of electricity in hydroelectric dams, natural gas plants, nuclear reactors and petroleum facilities. Each state was given an Energy Resilience Score based on size and diversity of its power infrastructure, energy production and affordability for residents.

Texas earned a score of 71.3 on the report, outpacing much of the rest of the country. Pennsylvania came in at No. 2 with a score of 55.8, followed by New York (49.1) and California (48.4).

According to the report, Texas produces 11.7 percent of the country’s total energy, made possible by the state’s 141,000-megawatt power infrastructure—the largest in America.

Other key stats in the report for Texas included:

  • Per-capita consumption: 165,300 kWh per year
  • Per-capita expenditures: $5,130 annually
  • Total summer capacity: 141,200 megawatts

Despite recent failures in the ERCOT grid, including the 2021 power grid failure during Winter Storm Uri and continued power outages with climate events like 2024’s Hurricane Beryl that left2.7 million without power, Texas still was able to land No. 1 on an energy resilience list. Texas has had the most weather-related power outages in the country in recent years, with 210 events from 2000 to 2023, according to an analysis by the nonprofit Climate Central. It's also the only state in the lower 48 with no major connections to neighboring states' power grids.

Still, the report argues that “(Texas’ infrastructure) is enough to provide energy to 140 million homes. In total, Texas operates 732 power facilities with over 3,000 generators spread across the state, so a single failure can’t knock out the entire grid here.”

The report acknowledges that a potential problem for Texas will be meeting the demands of AI data centers. Eric Winegar, managing partner at Texas Royalty Brokers, warns that these projects consume large amounts of energy and water.

According to another Texas Royalty Brokers report, Texas has 17 GPU cluster sites across the state, which is more than any other region in the United States. GPUs are specialized chips that run AI models and perform calculations.

"Energy resilience is especially important in the age of AI. The data centers that these technologies use are popping up across America, and they consume huge amounts of electricity. Some estimates even suggest that AI could account for 8% of total U.S. power consumption by 2030,” Winegar commented in the report. “We see that Texas is attracting most of these new facilities because it already has the infrastructure to support them. But we think the state needs to keep expanding capacity to meet growing demand."

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This article originally appeared on EnergyCapitalHTX.com.