A Canadian software company is expanding its presence in Houston to meet the needs of its clients. Photo via Getty Images

One of the biggest obstacles heavy industry tech startups face — especially in oil and gas — is getting that first big customer, says Vicki Knott, co-founder and CEO of Crux OCM.

"Our biggest challenge is nobody wants to be first in energy," she tells InnovationMap.

But Crux OCM, based in Calgary, overcame that challenge and currently counts Houston-based Phillips 66 among its clients. The two companies announced a pilot program for Crux OCM's pipeBOT technology earlier this year.

Crux OCM's technology focuses on automating the control room operations — something that, like most automation software, increases revenue and reduces errors. The company, which was founded in 2017, also allows its clients consistency and reliability with its software.

"Even though the pumps and the equipment are automated, control room operators are still executing procedures, checklist, and rules of thumb on their own via screens," Knott says. "If you think of pilots and planes have autopilot software, why don't our control room operators? That's really the problem we set out to tackle."

Vicki Knott is co-founder and CEO of Crux OCM. Photo courtesy

Automation is certainly a growing opportunity for energy companies — especially in light of the pandemic that forced remote work and less on-site personnel across industries. Knott says just over a year ago, Crux OCM saw increased interest.

"We had a couple customers who had their capital budget cut when the pandemic hit and when oil went negative, and we had a couple customers who said they were doubling down on software like this," Knott explains.

The company has raised $3 million in venture funding, backed by Root Ventures, Angular Ventures, and Golden Ventures. Knott says another funding round is on the horizon as is growth for its Houston presence.

Crux OCM currently has three full-time Houston employees and is looking to grow that team in the next six months. Specifically, the local team will focus on sales, as well as product development, as the company's head of sales and senior product manager are both based here. As the local clientbase grows, Knott says they will also need to hire deployment engineers as well.

A new office to support this growing team is also in the works. Knott says she's looking for space in North Houston, and, depending on how comfortable people are returning to offices and meetings, it could open as early as later this year.

Calgary and Houston have a lot in common, Knott says, and she sees a very natural connection to the two regions. Knott plans to work six months of the year in Houston with the local office.

"A lot of the companies that head offices in Houston, they have head offices in Calgary," she says. "If a startup in Houston is getting traction, I think there's a natural movement to start in the Calgary market and vice versa."

Catch up on space news — from new partnerships at Rice University and the latest snub for the Space City. Photo via NASA.gov

Space City News: Houston passed over for military HQ, Rice forms new partnerships

aerospace updates

It's been a busy few days for space news, and in Houston — the Space City — it's all relevant to the continued conversation of technology and innovation.

With so much going on — from Houston being passed over for the Space Command's headquarters and Rice receiving $1.4 million in federal funds for a new hub — here's what you may have missed in space news.

The Ion awarded $1.4M to launch Aerospace Innovation Hub

The Ion will be home to the Aerospace Innovation Hub, thanks to a federal grant. Courtesy of Rice University

Through a partnership with NASA's Johnson Space Center and DivInc, The Ion has been awarded $1.4 million in federal funding to create its Aerospace Innovation Hub. The ASCI-Hub will support and develop regional minority business enterprises addressing aerospace-related challenges.

"Landing this award is another win for the region that leverages the unique strengths of the crewed space program at NASA JSC," says Jan E. Odegard, interim executive director of the Ion, says in a news release. "As Houston was critical to landing men on the moon in the late-'60s, the Ion's Aerospace Innovation Hub will be key not only to advancing the future of spaceflight, including the mission to Mars in the future, but also to tackling challenges facing our everyday lives here on Earth."

The hub will provide NASA's expertise and resources across robotics, medicine, health support systems, additive manufacturing, and more — as well as community events, education and training, and an accelerator program.

"We're eager to partner with the MDBA, Rice University and the Ion to help develop and grow minority entrepreneurs and accelerate innovative and tech-forward solutions in Houston," says Vanessa Wyche, deputy director of the JSC, in the release. "This partnership builds toward NASA's goals to enhance scientific and technological knowledge to benefit all of humankind and catalyze economic growth, as we propel commercialization of space and extend our presence in the solar system."

Opening in 2021, the Ion announced $1.5 million in grant funds in September. Those funds are going toward accelerators, which will collaborate with the Aerospace Innovation Hub.

"While we have taken many small — and valuable — steps over the past few years, this is one giant leap forward for our efforts to promote sustainable inclusion in Houston's entrepreneurial and technological ecosystem," says Christine Galib, senior director of programs at the Ion, in the release.

The Air Force announces 6 potential sites for Space Force base — and Houston misses the mark

Houston will not be considered for the Space Command HQ — but Texas isn't completely out of the running. U.S. Air Force Graphic by Rosario "Charo" Gutierrez

The United States Department of the Air Force announced the six candidate locations for the U.S. Space Command Headquarters — and Houston didn't make the cut.

The six locations include:

  • Kirtland Air Force Base in New Mexico
  • Offutt AFB in Nebraska
  • Patrick AFB in Florida
  • Peterson AFB in Colorado (where temporary operations are located)
  • Port San Antonio in Texas
  • Redstone Army Airfield in Alabama

The Air Force evaluated self-nominated cities from across 24 states based on factors related to mission, infrastructure capacity, community support, and costs to the Department of Defense, according to a press release. U.S. Space Command Headquarters location announcement is expected in early 2021.

"We are disappointed that Houston is not among the finalist locations for the U.S. Space Command," Susan Davenport, chief economic development officer for the Greater Houston Partnership, says in a statement to the Houston Chronicle. "We believe we put together a strong case for why Houston should be chosen. We will continue to work with the U.S. Air Force and other branches of the military on future opportunities and we will remain vigilant in our pursuit of aerospace industry opportunities for this region."

Rice Space Institute to collaborate with Canada

The Rice Space Institute has a new partner is Canada. Photo courtesy of NASA

Rice University's Rice Space Institute has signed a memorandum of understanding with the Consulate General of Canada in Dallas to collaborate on space science and technology.

The parties made the collaboration official at a virtual event on November 20. RSI Director David Alexander OBE, a Rice professor of physics and astronomy, says the partnership is key to the continued commercialization of space exploration.

"What's different about this agreement is that with the rapid growth of commercial space worldwide and the strength of the aerospace industry in Houston, it presents a new pathway for potential interactions between Canadian science and industry and commercial entities not just in the Houston region but around the world," he says in a news release. "It's a nice, complementary aspect to our connection with NASA."

The United States has collaborated with Canada on space exploration for decades, and Canada's government is committed to advancing space technology.

"This MOU with the Rice Space Institute comes at an exciting time in human space exploration," says Rachel McCormick, the Consul General of Canada in Dallas and Canada's official representative in the U.S. South Central region, in the release. "In 2019, the Government of Canada announced an investment of $1.9 billion over 24 years for the next generation of smart, AI-powered space robotics for the U.S.-led Lunar Gateway program.

"We are also providing $150 million over five years for the Lunar Exploration Accelerator Program," she continues. "LEAP will fund the development and demonstration of lunar science and technologies in fields that include AI, robotics and health."

Validere, a Canada-based energy logistics company, is expanding in Houston. Courtesy of Validere

Canadian startup fresh off $7 million seed funding raise picks Houston for U.S. expansion

Energy Tech

Houston's established reputation as the energy capital of the world combined with burgeoning tech scene has made the city attractive for a growing oil and gas company with roots in Canada.

Validere is an oil and gas company focused on using real-time data and both artificial and human intelligence insights to improve its clients' quality, trading, and logistics. The company's technology enhances the ability of oil and gas traders to make informed decisions, which currently are made based off unreliable product quality data. Annually, $2 trillion of product moves around the oil and gas industry, and Validere uses the Internet of Things to improve the current standard of decision making.

"It's like if you'd go to the grocery store to buy milk not knowing if it's 1 percent, 2 percent, or cream," co-founder Nouman Ahmad says about how companies are currently making oil and gas trading decisions.

In October, Validere concluded its seed funding round with $7 million. Among Validere supporters are several Silicon Valley power players, such as Sallyport Investments, Y Combinator, Real Ventures, Moment Ventures, and ZhenFund. The funds, in part, will help the company expand into the United States market.

"The goal in 2019 is to be at the same stage — in terms of customer success — in the U.S. market as we were at the end of 2018 in the Canadian market," Ahmad says.

The company has seen great success in Canada, and some of its existing clients have business in the Houston area already, Ahmad says.

With the increased focus on Houston comes a growing office. Currently, Ahmad leads the efforts in town with one other staffer, however, operations won't be a skeleton crew for too much longer. Ahmad says he is "aggressively hiring" in the Bayou City, which will be a key office for them as they grow across the country.

"As we think about the long-term future of the business, Houston is one of the most important markets for us going forward," Ahmad says.

Houston has been a welcoming community to the Canadian transplant, who says he spends most of his time here now. Both the startup and tech scenes in Houston have been valuable resources to the company — as has the energy industry's potential clients.

"Houston market is very receptive and ready for innovative companies that are solving problems for them," Ahmad says.

The company was founded in 2015 at Harvard by entrepreneurs who saw the potential for better transparency in the oil and gas industry. Validere's other co-founder and CTO, Ian Burgess, first had the idea for the technology after an accident happened in Canada; a train carrying crude oil derailed and blew up a small town killing 45 people.

"The industry largely bases important operational decisions on poor quality data," Burgess says in a release. "Our platform not only informs product quality reliably and in real time, but it also uses AI to help oil and gas companies optimize product movement."

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Rice lands $15M U.S. Army award to launch next-gen wireless research center

defense funding

The U.S. Army Research Office has awarded Rice University $15 million to establish a new center for next-generation sensing and communications.

The five-year research center—dubbed the Center for Large Aperture Secure Sensing, Imaging and Communications (CLASSIC)—will unite researchers from universities and national laboratories to develop advanced antenna technologies for future wireless systems. Edward Knightly, the Sheafor-Lindsay Professor of Electrical and Computer Engineering at Rice, will lead the center that “combines expertise in wireless networking, antennas, radar, artificial intelligence, circuits and physics to address growing demands on wireless systems,” according to Rice.

“The challenges we’re tackling require advances that span physics, hardware, communications and computing," Knightly said in a news release. “By combining those strengths in a single center, we can accelerate the development and demonstration of technologies that would not be possible through individual efforts alone.”

Joining Knightly will be Ashutosh Sabharwal of Rice, Sensen Li of the University of Texas at Austin, Hou-Tong Chen of Los Alamos National Laboratory, Danijela Cabric of UCLA, Josep M. Jornet and Tommaso Melodia of Northeastern University, Daniel M. Mittleman of Brown University, and Willie Padilla of Duke University.

Industry partners include Booz Allen Hamilton, Intel, Keysight, Lockheed Martin, MITRE, Northrop Grumman, Qualcomm and Raytheon.

CLASSIC researchers will investigate how large-scale antenna arrays (ELSAAs) can expand the capabilities of wireless systems where technology is limited.

ELSAAs use thousands of coordinated antenna elements to direct radio waves. Researchers aim to develop ways to use the technology to help maintain steady communication when signals are blocked or disrupted and to detect and generate detailed images of concealed objects.

Along with ELSAAs, the center will work to develop sensing techniques for threat detection, study wireless jamming and build resilient high-speed wireless networks. Researchers will ultimately validate the technology in labs and via drone-based field trials.

CLASSIC will also work on developing an AI-driven modeling framework that will simulate complex electromagnetic environments in real time.

“This award demonstrates Rice’s leadership in tackling complex national research challenges through collaboration across disciplines and institutions,” David Sholl, executive vice president for research at Rice, added in the release.

UH scores $18M NIH grant for chronic disease research

research funding

The University of Houston has received a coveted $18.8 million grant from the National Institutes of Health to launch a program to address the root causes of chronic disease.

Only 22 institutions nationwide receive this NIH award, and the 5-year process aligns with the newly established UH Health’s mission to expand healthcare innovations in Texas and beyond. The initiative will be housed in the UH Population Health department.

"This generous funding allows us to directly confront the root causes of chronic illness that place a heavy burden on so many families," Dr. Jonathan McCullers, vice president for health affairs at UH, said in a news release. "With the recent launch of UH Health, we have an unprecedented opportunity to translate scientific discovery into healthier outcomes for our communities by bringing together experts from across the university to improve health where it matters most.”

Through the program, UH researchers from different areas of expertise will work together to address the challenges of chronic illness by looking at biological, social and behavioral factors.

According to the university, chronic diseases like heart disease, diabetes, strokes and others are the leading cause of illness, disability and death in the U.S. They account for 90 percent of the nation’s $5.3 trillion in annual healthcare spending.

Bettina Beech, chief of population health and translational science at UH, serves as principal investigator for the program.

“Chronic disease management largely happens during the 8,700 hours each year that people are not visiting their healthcare provider,” Beech added in the news release. “While healthcare is indispensable, it only accounts for 20 percent of how health is created — genetics accounts for another 10 percent, and the other 70 percent is determined by behavior, social conditions and environment.”

With the funds from the grant, UH will also be able to expand research infrastructure, add to community partnerships, support complementary research, and invest in early-career investigators, according to the news release. UH also aims to develop solutions that could help ease the economic burden of chronic disease.

Report: Where Texas ranks among best and worst states to live in 2026

Texas Talk

After earning its worst-ever ranking last year, Texas has improved slightly on an evaluation of the best states to live, but it's still at the bottom of the pack.

Each year, WalletHub's analysts compare all 50 states using 51 livability metrics to measure their affordability, economy, education and health, quality of life, and safety. Factors that were weighed include the cost of living, homeownership rates, population and income growth rates, wealth gaps, public school system quality, road quality, crime rates, and many others.

The Lone Star State landed at No. 36 in 2026, making it the 15th worth state to live right now. That's on par with its 2024 ranking, and it's a two-spot improvement over its 2025 performance.

While Texas residents can brag about living in a state with the No. 1 highest number of restaurants per capita and the 7th best quality of life in the country, that's about it. Texas earned middling-to-poor scores among the four remaining livability rankings: safety (No. 33), affordability (No. 35), economy (No. 37), and education and health (No. 40).

Here's how Texas fared in other nationwide rankings in the study:

  • No. 27 – Income Growth
  • No. 30 – Housing Costs
  • No. 39 – Percentage of Population in Poverty
  • No. 42 – Percentage of Adults in Fair or Poor Health
  • No. 46 – Homeownership Rate
  • No. 49 – Percentage of Population Aged 25 and Older with a High School Diploma or Higher
  • No. 48 – Average Weekly Work Hours
  • No. 50 – Percentage of Insured Population

Texas has a lot of work to do to improve its livability for all of its residents, but especially for women, according to several other 2026 WalletHub studies. Texas is the fourth-worst state for women, the ninth-worst state for working mothers, and the seventh-worst place to have a baby based on limited access to maternal and pediatric healthcare.

At the very bottom of the report is New Mexico, ranking 50th overall, with Louisiana (No. 49), Mississippi (No. 48), Alaska (No. 47), and Arkansas (No. 46) rounding out the bottom five.

After holding on as the No. 1 best state to live for a few years in a row, Massachusetts now ranks No. 4 and was overtaken by Idaho (No. 1), New Jersey (No. 2), and Wisconsin (No. 3). New Hampshire rounds out the top five best states to live.

WalletHub's top 10 best states to live in 2026 are:

  • No. 1 – Idaho
  • No. 2 – New Jersey
  • No. 3 – Wisconsin
  • No. 4 – Massachusetts
  • No. 5 – New Hampshire
  • No. 6 – Wyoming
  • No. 7 – Utah
  • No. 8 – Minnesota
  • No. 9 – Pennsylvania
  • No. 10 – Florida
---

This article originally appeared on CultureMap.com.