Penrose's advance process control software can increase production by 10 to 15 percent in downstream oil and gas refineries. Pexels

In the next 30 years, the world will need 30 percent more energy due to population growth. While energy production will increase to keep up with demand, there is an increasing concern with the impact on the environment.

"How do you produce more energy without emission increases or more air quality pollution?" asks Erdin Guma, CFO of Penrose Technologies.

According to Guma, Penrose is uniquely well-suited to solve these serious challenges with its advanced process control technology increases the productivity of a chemical plant or refinery by 10 to 15 percent. The increase in productivity means the plants use less fuel to produce the energy. The plant then releases fewer emissions while producing the same amount of energy.

The technology itself is an automation software — similar to autonomous software on a plane. The autonomous operation increases downstream productivity, which brings about the energy efficiency.

"Our autopilot software (like a human operator) can manage and foresee any unexpected disturbances in the plant," Guma explains. "The achievements that the Penrose technology has brought about seemed impossible to chemical and process engineers in the refinery space a few years ago."

Penrose recently signed its first project with one of the biggest downstream firms in the world. With a network of refineries and petrochemical plants around the world, this contract could lead to a global roll out of the Penrose technology.

A ground-breaking technology for O&G
The word "Penrose" is taken from a penrose triangle, an impossible geometrical object. Guma explained that the energy efficiency brought about from their software seemed impossible at first. Penrose has been able to reduce emissions inside plants and refineries by 15 to 20 percent while keeping production at the same level.

In 2007, a chief engineer working at a major oil and gas processing plant in Houston procured the technology for one of his plants. When the engineer saw how well the technology worked, he founded Penrose Technologies in 2017 with Tom Senyard, CTO at Penrose, who originally developed the technology.

After starting the company at the end of 2007, Penrose joined Station Houston. Guma said that by becoming a member, Penrose was able to plug into a large refining and petrochemical network.

"Penrose Technologies is completely self-financed. We worked with [Station Houston] as we finalized the software to find out what potential customers thought of the product. For us, Station Houston has been a great sounding board to potential investors in the company," Guma says.

Guma also explained that while there has been an uptick in innovation in the last few years, the refining and petrochemical business is traditional a slow mover in the uptake of innovation.

"I think more major oil and gas firms are becoming attune to startups and the innovation solutions they offer," Guma says.

He went on to explain that the biggest challenge Penrose faces is perception. Since the software allows plant operators and engineers at the plant to be hands off in the processes, there is a concern with reliability. For industry insiders, any viable product must be reliable even when process conditions at the plant change, which can happen often.

"The Penrose software is maximum hand off control from operators, and the reliability of our software gives us a huge edge in other competing products that can be unreliable," Guma says.

Future growth on a global market
Given the pressing need for more environmentally sustainable energy production, new technology will be adopted in the oil and gas energy. As Guma explains it, there will be no way to continue producing energy as it's been produced for decades because the negative effects of air pollution and emissions will be too severe — particularly in the areas where refineries operate.

"We see the global market for this type of technology as severely underserved," Guma says. "It's a big and sizable market, and I think we can reach a $2 to $3 billion valuation in the next five years."

With a core team of six employees in Houston, Penrose's software is now commercially available, and the company is in full growth mode at this point. The software can be distributed directly to customers, but they are working to develop distribution with major engineering companies as well.

Guma is grateful to be in an environment conducive to energy start-ups. He sees Houston as a major advantage given its proximity to the energy sector.

"No technology rises up in a vacuum. Any new technology needs a good ecosystem to come from," says Guma. "Houston was that ecosystem for Penrose."

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Houston lands $14M in latest CPRIT grants to advance cancer, lab-on-chip research

cancer funding

Thanks to a $4 million grant from the Cancer Prevention and Research Institute of Texas, the University of Houston has recruited a top-tier researcher developing AI-powered lab-on-a-chip technology for early cancer detection.

Tianhong Cui, a professor of mechanical engineering at the University of Minnesota Twin Cities and an adjunct professor of physiology and biomedical engineering at the Mayo Clinic, specializes in microelectromechanical systems and advanced manufacturing at microscale and nanoscale levels. In addition to lab-on-a-chip systems, Cui focuses on biosensors and water sensors.

Lab-on-a-chip devices deliver big results in a tiny package

The CPRIT grant supports Cui’s development of a microscale lab-on-a-chip system for early cancer detection and post-therapy monitoring.

“Lab-on-a-chip technology crams an entire lab’s worth of functions into a tiny device roughly the size of a USB stick,” according to Built In.

Common uses for the technology include medical diagnostics, point-of-care testing, and environmental monitoring.

Lab-on-a-chip work being carried out at UH and elsewhere in Houston promises to revolutionize cancer detection and treatment. For instance, Houston biotech company iBiochips, a spinout from the Houston Methodist Research Institute, makes lab-on-a-chip devices that bolster cancer detection and therapy.

Four local organizations gain $10 million in CPRIT grants

Four other Houston-area organizations received an additional $10 million in grants in CPRIT’s latest round of funding:

  • University of Texas MD Anderson Cancer Center received two $2 million grants to recruit researchers Zheqi Li of Harvard University’s Dana-Farber Cancer Institute and Nikolaos Koundouros of Weill Cornell Medicine.
  • Rice University received one $2 million grant to recruit researcher Maria Akoppyan, formerly of the University of Southern California.
  • UT Medical Branch at Galveston received one $2 million grant to recruit researcher Cristina Santarossa of Johns Hopkins University.
  • Houston-based biopharma company Pulmotect received one $2 million grant to support better outcomes for cancer patients by activating immunity in the lungs as a first line of defense against germs.

The funding was part of $35 million in new CPRIT grants for institutions and companies across Texas approved at the organization's most recent meeting. To date, CPRIT has awarded more than $4.2 billion in grants.

“These awards support research across the cancer continuum from prevention to new classes of therapeutics,” said Dr. Scott Hiebert, chief scientific officer of CPRIT, said in a news release. “The work of these investigators will impact the lives of Texans across the state.”

2 Houston high schools soar as America's best for 2026, says U.S. News

Honor Roll

Houston ISD's Carnegie Vanguard High School is standing tall as one of the 25 best high schools in America, according to U.S. News and World Report's 2026-2027 Best High Schools rankings.

DeBakey High School for Health Professions also ranks among the top 100 nationally, and 23 more Houston-area schools join them at the top of the class in Texas.

Each year, U.S. News evaluates approximately 27,000 public high schools on six factors: college readiness, college curriculum breadth, state assessment proficiency, state assessment performance, underserved student performance, and graduation rates.

The highest ranking public schools provide the best educational environments where "students demonstrated outstanding outcomes above expectations in math, reading and science state assessments, earned qualifying scores on an array of college-level exams, and graduated in high proportions."

"Every student deserves a pathway to success, and that journey often begins with selecting the right school," said LaMont Jones, Ed.D., managing editor for education at U.S. News. "The 2026-2027 Best High Schools rankings empower families with the valuable data and transparency they need to help make the best educational choices for them. We are proud to offer this essential resource to help shape the next generation of college-ready students."

Top ranking Houston schools
Carnegie Vanguard High School once again leads in Texas as the No. 2 best high school, and soared as No. 25 in U.S. News' national list of the best high schools, up from No. 42 last year.

DeBakey High School for Health Professions is the 9th best high school in Texas and ranks No. 91 nationally (down from No. 75 last year).

Three more local schools ranked among the best STEM schools in the country: Memorial High School in Spring Branch ISD (No. 86), Seven Lakes High School in Katy ISD (No. 96), and Dulles High School in Fort Bend ISD (No. 99).

In U.S. News' ranking of the best charter schools, four Houston-area schools made the top 100: Spring Branch ISD's Westchester Academy for International Studies (No. 62), Harmony School of Innovation - Katy (No. 72), Harmony School of Discovery - Houston (No. 78), and YES Prep - North Central (No. 100).

Other Houston-area schools that rank among the 100 best in Texas are:

  • No. 17 – Kerr High School, Alief ISD, Houston
  • No. 24 – Young Women's College Prep Academy, Houston ISD
  • No. 25 – Kinder High School for Performing and Visual Arts, Houston ISD
  • No. 31 – Challenge Early College High School, Houston ISD
  • No. 39 – Westchester Academy for International Studies, Spring Branch ISD, Houston
  • No. 44 – Tomball Star Academy, Tomball ISD
  • No. 45 – Harmony School of Innovation - Katy
  • No. 46 – North Houston Early College High School, Houston ISD
  • No. 51 – Eastwood Academy, Houston ISD
  • No. 52 – Seven Lakes High School, Katy ISD
  • No. 54 – Harmony School of Discovery - Houston
  • No. 55 – Energy Institute High School, Houston ISD
  • No. 56 – Spring Early College Academy, Spring ISD
  • No. 63 – Sharpstown International School, Houston ISD
  • No. 66 – YES Prep - North Central, Houston
  • No. 73 – Tompkins High School, Katy ISD
  • No. 76 – YES Prep - Southeast, Houston
  • No. 80 – Harmony School of Innovation - Sugar Land
  • No. 81 – Clements High School, Fort Bend ISD, Sugar Land
  • No. 82 – Houston Academy for International Studies, Houston ISD
  • No. 86 – Jordan High School, Katy ISD
  • No. 88 – Victory Early College High School, Aldine ISD, Houston
  • No. 96 – Clear Horizons Early College High School, Clear Creek ISD, Houston

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This article originally appeared on CultureMap.com.

Intuitive Machines lands $600M satellite deal, NASA ‘spacecraft bus’ contract

space deals

Houston-based space infrastructure company Intuitive Machines has scored two astronomical deals.

The deals add to the company’s soaring success. As of June 30, Intuitive Machines had a record-high $1.8 billion backlog of orders, a $1.5 billion increase from the end of last year. The current backlog includes orders for more than 80 spacecraft.

The company, which went public in 2023, expects this year’s revenue to total $900 million to $1 billion. In the first half of 2026, Intuitive Machines generated nearly $393 million in revenue.

Intuitive Machines estimates its total available market is valued at more than $150 billion.

$600 million-plus deal represents ‘important milestone’

On Monday, Intuitive Machines said it picked up a $600 million-plus deal to develop three commercial satellites for an undisclosed customer over the course of about two years.

Intuitive Machines says it will design, manufacture, set up and support several spacecraft “for a critical communications infrastructure mission.”

Steve Altemus, the company’s CEO, says the deal represents “an important milestone for Intuitive Machines and reflects the confidence our customers place in our ability to deliver high-performance spacecraft for a broad range of mission needs.”

Company nails down NASA deal for ‘spacecraft bus’

A day after announcing the $600 million-plus deal, Intuitive Machines said it secured a new contract with NASA.

Intuitive Machines says NASA’s Jet Propulsion Laboratory in Southern California will use the company’s IM 300 “spacecraft bus” for an EAGLE-VSWIR Earth observation mission. The mission is scheduled to launch in 2028.

Aside from supplying the IM 300 bus, Intuitive Machines will carry out mission support services.

The low-Earth-orbit mission will be equipped with Intuitive Machines’ hyperspectral visible to shortwave infrared (VSWIR) instrument. This technology sees colors and details that aren’t visible to the human eye.

The instrument is “designed to perform surface biology and geology observations from Earth orbit while demonstrating technologies that could support future lunar and Mars exploration missions,” Intuitive Machines says.

Intuitive Machines builds mission-critical spacecraft, systems, and infrastructure for business and government customers. To date, the company has produced more than 300 spacecraft, delivered over 575 pounds of payload to the moon and launched about 100 satellites.