Exclusive: Canadian energy software company plans to grow local team and open Houston office

new to Hou

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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Houston claims 19% of Texas’ new live-work-play growth

by the numbers

In Texas, Houston is a big player in the live-work-play real estate movement.

A new 21-city analysis from coworking marketplace CoworkingCafe shows the Houston area added five live-work-play projects—mixed-use developments with residential, office and recreational components—over the past decade.

From 2016 to 2025, Houston accounted for 19 percent of Texas’ new live-work-play inventory, the analysis shows. Among the new local developments were Arrive Upper Kirby, St. Andrie, and The Laura:

Arrive Upper Kirby, which was sold in 2021 for $182 million, offers more than 61,000 square feet of retail and restaurant space adjacent to apartments and offices. The 13-story, 265,000-square-foot project was completed in 2017.
St. Andrie, a 32-acre, mixed-use community, was completed in 2019. The apartment-anchored development includes an H-E-B grocery store and 37,000 square feet of office space.
The Laura, spanning 110,000 square feet, was completed in 2023. Among the apartment complex’s amenities is a coworking space.

According to Northspyre, a software provider for real estate developers, live-work-play projects enable people to meet their needs, such as housing, workplaces, stores, restaurants, and recreation facilities, in a single place.

A total of 542 live-work-play developments opened between 2016 and 2025 in the 21 cities, with another 69 in the pipeline for 2026, CoworkingCafe says. Among major markets, New York City made up the largest share (119) of new live-work-play developments from 2016 to 2025.

The Houston area’s five projects were built in 2018, 2019, 2020, 2024, and 2025, CoworkingCafe data indicates, with another project scheduled for completion next year. The Greater Houston Partnership recently highlighted four mixed-use projects taking shape in the region, but only one of them is scheduled to be finished in 2027. It can take two to five years or more to complete a mixed-use development.

Of the five Houston developments finished in the past decade, 56 percent of the space went toward multifamily units, 29 percent toward offices, and 16 percent toward retail, CoworkingCafe says.

As noted by the Houston-Galveston Area Council, economic development in the 21st century “is about cultivating quality live-work-play environments that attract, retain, and grow a diverse and skilled population. Employers and businesses are increasingly choosing to make long-term investments in places that connect and engage people to strengthen economic competitiveness and promote innovation.”

With eight completed projects, Austin led construction of live-work-play developments in Texas from 2016 to 2025, according to CoworkingCafe. Dallas, which welcomed five live-work-play developments during that period, tied with Houston. San Antonio data wasn’t available.

Rice Business Plan Competition awards $1.4M to 2026 student teams

winner, winners

Editor's note: This article has been updated to correct the total amount of investment and cash prizes awarded at the RBPC and with additional information from Rice.

Another team from the Great Lakes State took home top honors and investments at this year's Rice Business Plan Competition.

BRCĒ, a material-tech startup from Michigan State University, took home the top-place finish and the largest investment total at the annual Houston event. It has developed Lattice-Grip technology to create utility-based polymers that can replace traditional fabric. The materials are stronger, fire-resistant and more stable than traditional textiles, according to the company. Last year, the University of Michigan's Intero Biosystems won first-place finish and the largest investment total of $902,000.

In total, the RBPC doled out more than $1.4 million in investment and cash prizes, according to Rice. Over the three-day event, held April 9-11, the 42 competing startups presented their business plans to 300 angel, venture capital and corporate investors. Seven finalists were selected.

Three Texas teams, including one from Houston, were named among the finalists. Here's who won big this year, with their investment totals and some of their awards listed below.

BRCĒ, Michigan State University — $611,500

The recent Shark Tank alum finished in first place for its utility-based polymers technology.

$200,000 Goose Capital Investment Grand Prize
$100,000 The OWL Investment Prize
$100,000 Houston Angel Network Investment Prize
$75,000 The Indus Entrepreneurs (TiE) Texas Angels Investment Prize
$50,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
$25,000 New Climate Ventures Sustainable Investment Prize
$20,000 Aramco Innovator Cash Prize
$1,000 Anbarci Family Company Showcase Prize
$500 Mercury Fund Elevator Pitch Competition Prize – Consumer Hard Tech

Legion Platforms, Arizona State University — $535,500

The startup won second place for its multiplayer gaming platform that can be accessed with slow internet speeds.

$100,000 Anderson Family Fund & Finger Interests Second Place Investment Prize
$200,000 Goose Capital Investment Prize
$100,000 The OWL Investment Prize
$25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
$500 Mercury Fund Elevator Pitch Competition Prize – Consumer

Imagine Devices, University of Texas at Austin — $111,000

The pediatric medical device company won third place for its multifunction neonatal feeding tube, known as Trinity Tube

$50,000 Anderson Family Fund & Finger Interests Third Place Investment Prize
$25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
$25,000 The Eagle Investors Investment Prize
$1,000 Anbarci Family Company Showcase Prize

Altaris MedTech, University of Arkansas – $16,000

The startup won fourth place for its pain-free strep test.

$5,000 Norton Rose Fulbright Fourth Place Prize
$1,000 Mercury Fund Elevator Pitch Competition Prize — Overall Winner

Routora, University of Notre Dame & University of Texas at Austin – $15,500

The team won fifth place for its route optimization app that works to reduce fuel costs, travel time and carbon emissions

$5,000 Chevron Fifth Place Prize
$500 Mercury Fund Elevator Pitch Competition Prizes — Digital

DialySafe, Rice University — $15,500

The startup won sixth place for its technology that aims to make at-home peritoneal dialysis simpler and safer.

$5,000 ExxonMobil Sixth Place Prize
$500 Mercury Fund Elevator Pitch Competition Prizes — Life Science

Arrow Analytics, Texas A&M University – $16,000

The startup won seventh place for its AI-powered sizing system for carry-on baggage.

$5,000 Shell Ventures Seventh Place Prize
$1,000 Anbarci Family Company Showcase Prizes

Other significant prizes included:

BiliRoo, University of Michigan – $26,000

$25,000 Southwest National Pediatric Device Consortium Pediatric Device Cash Prize
$1,000 Anbarci Family Company Showcase Prizes

BeamFeed, City University of New York – $25,000

$25,000 Amentum and WRX Companies Rising Stars Space Technology and Commercial Aerospace Cash Prize

Grapheon, University of Pittsburgh — $20,000

$20,000 Aramco Innovator Cash Prize

A total of $75,000 in in-kind legal services was awarded to all finalists. The grand prize winner, BRCĒ, also received a chief financial officer consulting prize worth $40,000. Each competing startup received at least $950 in prizes for placement in the competition.

“The Rice Business Plan Competition has grown into far more than a competition—it’s a proving ground for founders and a catalyst for real company formation, as well as a catalyst for building the Houston entrepreneurial ecosystem,” Brad Burke, associate vice president of Rice Innovation and executive director of Rice Alliance, said in a news release. This year's event was Burke’s final RBPC after nearly 25 years of leadership.

Last year, the Rice Business Plan Competition facilitated over $2 million in investment and cash prizes. According to Rice, more than 910 startups have raised more than $6.9 billion in capital through the competition over the last 25 years.

See a full list of this year's winners and stream rounds from the competition here.

Here's the income it takes to live comfortably in Houston in 2026

Money Talk

2026 report analyzing how much it costs to live "in sustainable comfort" in the biggest U.S. cities has found Houston residents have the 11th lowest salary requirement to live a comfortable life in 2026.

SmartAsset's annual report found single adult residents in Houston need to make $89,981 a year to qualify as "financially stable." Compared to last year, single Houstonians needed to make $83 more to live comfortably in the city.

Families with two working parents and two children need to make a household income of $204,672 to have a financially stable life in Houston, the report found. That's almost $2,000 less than what families needed to make last year.

To determine the rankings, SmartAsset's analysts examined 100 of the largest U.S. cities and used the latest cost of living data – such as the costs for housing, food, transportation, and income taxes where applicable – from the MIT Living Wage Calculator for childless individuals and for two working adults with two children.

For the purpose of the study, the 50/30/20 budgeting strategy was used to determine "comfortable lifestyle" costs for both individuals and families: 50 percent of income to cover needs and living expenses, 30 percent for "wants," and 20 percent for savings or paying down debt.

Here's breakdown of a Houston resident's comfortable lifestyle based on SmartAsset's findings:

$44,991 dedicated to needs and living expenses
$26,994 dedicated to wants
$17,996 dedicated to savings or debt repayment

This is SmartAsset's interpretation of a comfortable lifestyle for families of four:

$102,336 dedicated to needs and living expenses
$61,402 dedicated to wants
$40,934 dedicated to savings or debt repayment

SmartAsset said single individuals and families should compare the fluctuating local cost of living and their long-term goals to fully "understand the context" of their respective household incomes. But it's worth pointing out that a financially stable life in Houston isn't quite attainable for many residents: The city had a median household income of $64,361 in 2024, according to the U.S. Census Bureau.

Comfortable salaries in other Texas cities

Elsewhere in Texas, the report found that families in the Dallas-Fort Worth suburbs Frisco and McKinney "are closest to a comfortable salary."

"In Frisco, the median household earns $145,444 – substantially higher than the national median of $83,730," the report's author wrote. "This figure also accounts for 63.1 percent of the $230,464 income a family of four in Frisco needs to live comfortably. In McKinney, TX, the $124,177 median household income accounts for 53.9 percent of the $230,464 needed."

Both cities also tied with Plano for the 29th highest salary needed nationally to live comfortably in 2026. Single adults living in these cities need to make $109,242 a year to live a financially stable life this year.

On the opposite end, San Antonio has the lowest salaries needed to live comfortably in the U.S. Single adults only need to make $83,242 a year, and $192,608 for families of four.

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