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."

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3 Houston innovators who made headlines in May 2025

Innovators to Know

Editor's note: Houston innovators are making waves this month with revolutionary VC funding, big steps towards humanoid robotics, and software that is impacting the agriculture sector. Here are three Houston innovators to know right now.

Zach Ellis, founder and partner of South Loop Ventures

Zach Ellis. Photo via LinkedIn

Zach Ellis Jr., founder and general partner of South Loop Ventures, says the firm wants to address the "billion-dollar blind spot" of inequitable distribution of venture capital to underrepresented founders of color. The Houston-based firm recently closed its debut fund for more than $21 million. Learn more.

Ty Audronis, CEO and founder of Tempest Droneworx

Ty Audronis, CEO and founder of Tempest Droneworx

Ty Audronis, center. Photo via LinkedIn.

Ty Audronis and his company, Tempest Droneworx, made a splash at SXSW Interactive 2025, winning the Best Speed Pitch award at the annual festival. The company is known for it flagship product, Harbinger, a software solution that agnostically gathers data at virtually any scale and presents that data in easy-to-understand visualizations using a video game engine. Audronis says his company won based on its merits and the impact it’s making and will make on the world, beginning with agriculture. Learn more.

Nicolaus Radford, CEO of Persona AI

Nicolaus Radford, founder and CEO of Nauticus RoboticsNicolaus Radford. Image via LinkedIn

Houston-based Persona AI and CEO Nicolaus Radford continue to make steps toward deploying a rugged humanoid robot, and with that comes the expansion of its operations at Houston's Ion. Radford and company will establish a state-of-the-art development center in the prominent corner suite on the first floor of the building, with the expansion slated to begin in June. “We chose the Ion because it’s more than just a building — it’s a thriving innovation ecosystem,” Radford says. Learn more.

Houston university to launch artificial intelligence major, one of first in nation

BS in AI

Rice University announced this month that it plans to introduce a Bachelor of Science in AI in the fall 2025 semester.

The new degree program will be part of the university's department of computer science in the George R. Brown School of Engineering and Computing and is one of only a few like it in the country. It aims to focus on "responsible and interdisciplinary approaches to AI," according to a news release from the university.

“We are in a moment of rapid transformation driven by AI, and Rice is committed to preparing students not just to participate in that future but to shape it responsibly,” Amy Dittmar, the Howard R. Hughes Provost and executive vice president for academic affairs, said in the release. “This new major builds on our strengths in computing and education and is a vital part of our broader vision to lead in ethical AI and deliver real-world solutions across health, sustainability and resilient communities.”

John Greiner, an assistant teaching professor of computer science in Rice's online Master of Computer Science program, will serve as the new program's director. Vicente Ordóñez-Román, an associate professor of computer science, was also instrumental in developing and approving the new major.

Until now, Rice students could study AI through elective courses and an advanced degree. The new bachelor's degree program opens up deeper learning opportunities to undergrads by blending traditional engineering and math requirements with other courses on ethics and philosophy as they relate to AI.

“With the major, we’re really setting out a curriculum that makes sense as a whole,” Greiner said in the release. “We are not simply taking a collection of courses that have been created already and putting a new wrapper around them. We’re actually creating a brand new curriculum. Most of the required courses are brand new courses designed for this major.”

Students in the program will also benefit from resources through Rice’s growing AI ecosystem, like the Ken Kennedy Institute, which focuses on AI solutions and ethical AI. The university also opened its new AI-focused "innovation factory," Rice Nexus, earlier this year.

“We have been building expertise in artificial intelligence,” Ordóñez-Román added in the release. “There are people working here on natural language processing, information retrieval systems for machine learning, more theoretical machine learning, quantum machine learning. We have a lot of expertise in these areas, and I think we’re trying to leverage that strength we’re building.”