What can be learned from Austin-based CrowdStrike's outage? Photo via Getty Images

Airlines, banks, hospitals and other risk-averse organizations around the world chose cybersecurity company CrowdStrike to protect their computer systems from hackers and data breaches.

But all it took was one faulty CrowdStrike software update to cause global disruptions Friday that grounded flights, knocked banks and media outlets offline, and disrupted hospitals, retailers and other services.

“This is a function of the very homogenous technology that goes into the backbone of all of our IT infrastructure,” said Gregory Falco, an assistant professor of engineering at Cornell University. “What really causes this mess is that we rely on very few companies, and everybody uses the same folks, so everyone goes down at the same time.”

The trouble with the update issued by CrowdStrike and affecting computers running Microsoft's Windows operating system was not a hacking incident or cyberattack, according to CrowdStrike, which apologized and said a fix was on the way.

But it wasn't an easy fix. It required “boots on the ground” to remediate, said Gartner analyst Eric Grenier.

“The fix is working, it’s just a very manual process and there’s no magic key to unlock it,” Grenier said. “I think that is probably what companies are struggling with the most here.”

While not everyone is a client of CrowdStrike and its platform known as Falcon, it is one of the leading cybersecurity providers, particularly in transportation, healthcare, banking and other sectors that have a lot at stake in keeping their computer systems working.

“They’re usually risk-averse organizations that don’t want something that’s crazy innovative, but that can work and also cover their butts when something goes wrong. That’s what CrowdStrike is,” Falco said. “And they’re looking around at their colleagues in other sectors and saying, ‘Oh, you know, this company also uses that, so I’m gonna need them, too.’”

Worrying about the fragility of a globally connected technology ecosystem is nothing new. It's what drove fears in the 1990s of a technical glitch that could cause chaos at the turn of the millennium.

“This is basically what we were all worried about with Y2K, except it’s actually happened this time,” wrote Australian cybersecurity consultant Troy Hunt on the social platform X.

Across the world Friday, affected computers were showing the “blue screen of death” — a sign that something went wrong with Microsoft's Windows operating system.

But what's different now is “that these companies are even more entrenched,” Falco said. "We like to think that we have a lot of players available. But at the end of the day, the biggest companies use all the same stuff.”

Founded in 2011 and publicly traded since 2019, CrowdStrike describes itself in its annual report to financial regulators as having “reinvented cybersecurity for the cloud era and transformed the way cybersecurity is delivered and experienced by customers.” It emphasizes its use of artificial intelligence in helping to keep pace with adversaries. It reported having 29,000 subscribing customers at the start of the year.

The Austin, Texas-based firm is one of the more visible cybersecurity companies in the world and spends heavily on marketing, including Super Bowl ads. At cybersecurity conferences, it's known for large booths displaying massive action-figure statues representing different state-sponsored hacking groups that CrowdStrike technology promises to defend against.

CrowdStrike CEO George Kurtz is among the most highly compensated in the world, recording more than $230 million in total compensation in the last three years. Kurtz is also a driver for a CrowdStrike-sponsored car racing team.

After his initial statement about the problem was criticized for lack of contrition, Kurtz apologized in a later social media post Friday and on NBC's “Today Show.”

“We understand the gravity of the situation and are deeply sorry for the inconvenience and disruption,” he said on X.

Richard Stiennon, a cybersecurity industry analyst, said this was a historic mistake by CrowdStrike.

“This is easily the worst faux pas, technical faux pas or glitch of any security software provider ever,” said Stiennon, who has tracked the cybersecurity industry for 24 years.

While the problem is an easy technical fix, he said, it’s impact could be long-lasting for some organizations because of the hands-on work needed to fix each affected computer. “It’s really, really difficult to touch millions of machines. And people are on vacation right now, so, you know, the CEO will be coming back from his trip to the Bahamas in a couple of weeks and he won’t be able to use his computers.”

Stiennon said he did not think the outage revealed a bigger problem with the cybersecurity industry or CrowdStrike as a company.

“The markets are going to forgive them, the customers are going to forgive them, and this will blow over,” he said.

Forrester analyst Allie Mellen credited CrowdStrike for clearly telling customers what they need to do to fix the problem. But to restore trust, she said there will need to be a deeper look at what occurred and what changes can be made to prevent it from happening again.

“A lot of this is likely to come down to the testing and software development process and the work that they’ve put into testing these kinds of updates before deployment,” Mellen said. “But until we see the complete retrospective, we won’t know for sure what the failure was.”

CodeLaunch, which pairs startups with software consultants, is returning to Houston this spring. Photo via codelaunch.com

Early-stage accelerator names finalists for its second Houston cohort

ready to grow

A traveling seed-stage accelerator has announced its return to Houston and named its second cohort.

CodeLaunch, produced by Dallas-based constant and software development company Improving and presented by Ohio-based VC network Cyrannus, is returning to Houston. The company's second Houston accelerator event will be held on March 2.

Putting a fresh spin on the seed accelerator model, CodeLaunch combines a startup competition with a tech tradeshow, as well as allows for networking among attendees. Since its inception ten years ago, the touring competition has doled out over $1.4 million in services to its finalists and overall winners.

"CodeLaunch is a startup and rock-n-roll show like nothing you've ever seen before," says CodeLaunch President and Founder Jason W. Taylor in a news release.

The competition pairs six startups with six startup consulting companies. This year's finalists and mentor pairings are as follows:

  • Lake Charles, Louisiana-based GOPHR's consultant mentor is Softeq
  • Port Arthur, Texas-based DrinKicks is paired with BJSS
  • Energy360, based in Houston, has been matched with Honeycomb Software
  • Inpathy, based in Detroit and Tyler, Texas, will work with Contollo
  • Drivingo, led by a student founder from Virginia Tech, is selected to collaborate with Blue People
  • Houston-based AnyShift's consultant mentor is Improving

Houston-based Softeq is returning to the event after working with software startup Codiac.

“CodeLaunch was great. We gained customers, investors, and a lot of local notoriety. It was the best event we had all last year," says Ben Ghazi, founder of Codiac about the event.

ResQ TRX, a Houston startup that provides solutions for the logistics industry, won CodeLaunch HOU 2022. Houston-based Clutch won Judges' Choice in last year's competition.

This year, investment is also on the line. Presenting partner Cyrannus announced that all startup founders who advance to the semifinal round of CodeLaunch will be competing in a $100,000 investment challenge, as well as the $50,000 challenge for impact startups. There would be one or two winners — either a winner for each award or, if a company scores top marks in both categories, one company can take home the entire $150,000.

“Not only will (a winner) get the cash, but also be introduced to a network that will help them refine their idea and get ready for their first big fundraiser," says Lee Mosbacker, founder of Cyrannus, in a news release.

This year's CodeLaunch event will be a part of Houston Tech Rodeo, which is taking place February 27 to March 2 this year. Tech Rodeo, which announced its schedule this week, will conclude its programming with the CodeLaunch event.

"Houston Exponential could not be more excited about our partnership with CodeLaunch Houston," says Houston Exponential CEO Natara Branch in the release. "They are a fantastic ally in Houston’s efforts to serve its growing startup community and CodeLaunch is an incredible fit for the capstone of the 2022 Tech Rodeo. Finishing off Tech Rodeo with CodeLaunch's exciting atmosphere will be a highly anticipated event for the Houston innovation ecosystem after an engaging week of programming."

This Houston company created its own in-house tech infrastructure — led by Chris Quintanilla — to stay competitive within the alcohol distribution industry. Photo courtesy of Mexcor International

How this Houston-based alcohol importer, distributor uses tech to stay ahead of the curve

boozy innovation

You might say that Mexcor International, a Houston-based importer and distributor of wine, spirits, and other types of alcohol, relies on a single bottle of vodka rather than a case of vodka when it comes to its tech capabilities.

The annual tech budget for the 300-employee company, founded in 1989, falls well below $500,000. Mexcor International's annual revenue hovers around $300 million.

"We do have a decent size tech budget, but it's tiny in comparison to large distributors with multimillion-dollar tech budgets," says Chris Quintanilla, chief sales officer at Mexcor International.

The company leans on an IT director, an IT specialist, and an IT support company to handle tech needs. In other words, Mexcor International's in-house tech resources are minimal.

So, when the company's sales and administration sales team needed to step up its tech game, Quintanilla created a cloud-based software system combining customer relationship management (CRM) and enterprise resource planning (ERP) functions to churn out real-time reporting on inventory, deliveries, and other business matters. He took on the project equipped with IT knowledge he picked up online and at a three-day training session in Colorado, coupled with some simple tech tinkering.

On his own, Quintanilla has developed 46 dashboards that supply details about things such as wine and beer inventory, contacts for account managers, product catalogs, and key performance indicators (KPIs) for the sales team. About 230 employees, or roughly three-fourths of the company's workforce, can access these dashboards. Information on these dashboards can help employees answer myriad questions, such as "Which delivery trucks are arriving today?" or "What percentage of orders are being picked up tonight?"

Quintanilla says one of the key benefits of the dashboards is the ability to see how soon the company will run out of various products at its Texas, California, Florida, and Louisiana warehouses. This functionality enables the company to swiftly head off shortages. It has come in especially handy amid ongoing supply chain snags triggered by the COVID-19 pandemic, he says.

The dashboards also let Mexcor International track which customers' sales have risen or fallen compared with the same time a month or a year ago. With this information at their fingertips, salespeople can chat with customers about whether, for instance, they might like to substitute a brand of poorly selling tequila for another brand of tequila, according to Quintanilla.

In short, the innovation spearheaded by Quintanilla has helped propel Mexcor International well beyond the old days of pen and paper, photocopies, and faxes.

So, why are companies like Quintanilla's turning to in-house capabilities to push past the pen-and-paper approach?

"Companies that develop their own technology have more control over their strategic direction and can better respond to the needs of the market. This can mean a significant competitive advantage when a company develops a compulsory technology before the competition," technology and innovation strategist Evans Baiya wrote for AllBusiness.com.

In a 2020 survey by Boston Consulting Group, 46 percent of corporate executives around the world planned to invest more in their in-house tech capabilities.

"Every enterprise must re-evaluate the capabilities that it can develop in-house with the talent it has and determine which ones to procure from service providers," the consulting giant says. "By building capabilities in-house, companies can reduce the risk of their transformation projects stalling and turn to service providers in areas where they suffer from talent gaps."

At Mexcor International, Quintanilla has stepped in to fill much of the company's gap in tech talent.

Mexcor International established the new cloud-based CRM and ERP system in 2019. It replaced a clunky network-based setup hampered by unwieldy financial, sales, delivery, and routing modules.

"It was just so slow. You could not get the information you needed, and the network was always down," says Quintanilla, adding that the company's network-based system had sustained ransomware and malware attacks.

With the cloud-based system now in place, Mexcor International employees can perform an array of tasks via laptop, desktop, tablet, or smartphone, he says.

Quintanilla says in-house creation of this system aligns with Mexcor International's culture of "wearing multiple hats" to move the business forward, demanding in-house innovation on the tech front.

"If you want to see something happen, you have to grab the bull by the horns and do it yourself," he says. "We are a medium-sized company. We just hired a true IT person in the last two or three years. We don't have million-dollar budgets for big IT departments. We kind of figure it out as we go."

The lab will launch virtually first, before moving into a physical space early next year. Photo via Getty Images

Houston software company to launch innovation lab for enterprise startups

new to hou

A Houston-based global software development company has teamed up to create an innovation lab that will launch virtually before moving into a physical space early next year.

Softeq Development Corporation announced the creation of the Softeq Innovation Lab in partnership with the Massachusetts Institute of Technology's Integrated Design and Management program and Massachusetts-based Boundless Technology. The lab is directed at helping enterprise companies collaborate on the technologies of tomorrow, according to a news release.

"At the Softeq Innovation Lab, we recognize the importance of developing an incubator that goes beyond innovation theatre and are rolling up our sleeves to achieve transformative disruption in enterprise companies," says Christopher A. Howard, Softeq founder and CEO, in the release.

"The first wave of disruption was based in Silicon Valley," he continues. "The second wave of disruption is occurring in industries central to Houston's economy such as energy, health care, and financial services. With technology rewriting the playbooks for these industries, Houston is the perfect venue for our Innovation Lab to enable companies to thrive in this new age of disruption."

First up for the lab is a series of Boundless Bootcamps, which aims to connect participants to corporate disruptors, including David Rose of Warby Parker and MIT Media Lab.

"The city of Houston is at the center of a powerful convergence between industry, innovation and proven intrapreneurs," says Chuck Goldman, principal at Boundless Technology, in the release. "The Softeq Innovation Lab brings together entrepreneurs, corporations and 20X innovators who have achieved ROI of at least 20X and built billion-dollar businesses."

In addition to having access to MIT, Boundless, and Softeq's global networks, the participants will also receive an MIT IDM Certification from the nation's top engineering, design, and business program.

"I'm thrilled to bring our leadership and human-centered design program to Houston to help intrapreneurs drive breakthrough growth in leading organizations" says Matt Kressy, founding director MIT IDM, in the release.

For additional information or to find out more about how to get involved please visit the Softeq Innovation Lab's website.

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5 Houston deep tech startups pushing the boundaries of their industries

meet the finalists

Houston has long been at the forefront of innovation, from NASA’s Johnson Space Center to its startup ecosystem using technology to disrupt industries.

As part of the 2026 Houston Innovation Awards, our Deep Tech Business category will honor an innovative startup providing technology solutions based on substantial scientific or engineering challenges, including those in the AI, robotics and space sectors.

Five deep tech companies have been named finalists for the 2026 award.

Read more about these businesses, their founders and their breakthrough technologies below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Casimir

Battery tech startup Casimir develops semiconductor chips that produce continuous electrical power straight from the quantum vacuum, without the need for a battery, cord or external charge source. The company is targeting commercialization for its first-generation MicroSparc chip by 2028.

Harold “Sonny” White founded Casimir in 2023 after nearly two decades at NASA. The company emerged from stealth with a $12 million seed round in 2026. It was also awarded an STTR Phase I contract from the U.S. Space Force's SpaceWERX to support the development of the company's solid-state generator for potential use by the Department of the Air Force earlier this year.

FocisAI

Artificial intelligence startup FocisAI helps refinery owner-operators unlock actionable insights from 3D scans and images.

FocisAI was founded by CEO Tyler Wooten, COO Colin Snell and CTO Kyle Snell in 2026. It is a member of Greentown Labs and launched a seed round in September, which is expected to close by the end of the year, according to the company's application. It has rolled out 10 pilot programs and is looking to move into recurring, facility-scale deployments and scale its team in Houston this year.

Machine Saver Inc.

Industrial tech startup Machine Saver Inc. builds wireless and wired vibration and proximity sensors to tell heavy industry when a machine is about to fail. The company's technology runs on an 8-plus-year battery life and helps operators reduce downtime, improve maintenance and extend equipment life.

Machine Saver was founded by CEO Colton Bach and Quentin Bach in 2013. Its customers and partners include Houston Methodist, Blue Bell, Genemco, as well as energy and heavy industry, food and beverage, and cold chain companies, according to its application. The company is raising a Series A.

Square Robot

Energytech startup Square Robot develops and operates submersible inspection robotics that inspect aboveground storage tanks while they remain in service. The robots reduce downtime and costs, improve worker safety and limit hydrocarbon emissions.

Square Robot launched its Houston office in 2019 and closed a Series B in 2025. It plans to complete its first U.S. Navy demonstrator tank in November and is also developing real-time inspection software.

Venus Aerospace

Spacetech company Venus Aerospace is developing a high-thrust rotating detonation rocket engine (RDRE) that replaces the subsonic combustion used in conventional rocket engines. The RDRE is a compact, simpler engine that can deliver up to 15 percent greater efficiency for defense and space applications. It completed its first U.S. flight test of the engine last summer.

Venus Aerospace was founded in 2020 by CEO Cassie Duggleby and CTO Andrew Duggleby. It raised a $20 million Series A in 2022 and $42 million Series A2 in 2025. It closed a $91 million Series B earlier this year and expanded its leadership team. The company is working toward longer-duration and higher-thrust testing and advancing its flight program.

Houston leads U.S. with the biggest surge in millionaire renters

Rent Report

The number of millionaire renters and homeowners in the U.S. has surged over the last five years, and Houston has soared ahead of the rest with the largest growth rate among these affluent renter households.

Houston leads the nation with the No. 1 increase in millionaire renters from 2020 to 2024, a new RentCafe study found. The number of these wealthy households increased from 18 to 232 over the last five years, representing a 1,189 percent growth rate.

"The pandemic accelerated the shift as remote work pushed the wealthy to relocate to lower-tax metros like Houston, where millionaire renters grew 13-fold, versus 3.9-fold for owners," the report said. "Granted, 232 households is still a tiny fraction of the Houston metro’s roughly 2.7 million households, but the growth rate far outpaces any other major metro."

Nationwide, the number of millionaire renter households grew 229 percent from 2020 to 2024, outpacing the 193 percent growth rate among millionaire homeowners.

Dallas was the only other Texas metro to crack the top 10. The number of millionaire renter households in North Texas has more than quintupled, from just 30 in 2020 to 165 in 2024. That represents a growth rate of 450 percent, which — surprisingly — is only the eighth highest nationwide.

But when it comes to the largest populations of millionaire renters, New York City and San Francisco still lead the way. New York claimed the No. 1 spot with nearly 7,300 millionaire renters living in the city in 2024. Houston ranked 12th on that list.

Elsewhere in Texas, Austin and Dallas ranked as the 16th and 17th, respectively, for the largest population of millionaire renters. There were 206 millionaire renters living in Austin in 2024, and 165 in Dallas.

This is who the typical millionaire renter is
The report also revealed a surprising statistic about the typical millionaire renter in the U.S. — a lot of them are millennials working in "white-collar, high-earning fields."

"Nearly half (49 percent) of millionaire renters are Millennials, and the number of affluent Millennial renter households surged 392 percent during the five-year period," the report said. "Gen X follows with 33 percent of millionaire Gen X households renting after increasing by 147 percent."

The report continued, "Although Gen Z still represents a small share of millionaire renters (just 2 percent of the total), no generation has expanded faster: Gen Z millionaire renter households leaped from fewer than a dozen to more than 400 — a tiny cohort today, but one that was virtually nonexistent five years ago."

The top three most common professions for millionaire renters are chief executives, software developers, and managers, the report additionally found. In Houston, the surge of wealthy newcomers are mostly executives, professional athletes, and entertainers.

"These roles tend to generate steady, substantial income without necessarily tying workers to one location, making renting a practical fit, rather than a financial necessity," the report said.

Hotspots for millionaire homeowners
In RentCafe's separate list comparing the top 10 most popular U.S. metros for millionaire homeowners, Houston ranked 12th nationally with 4,374 millioniare homeowners living in the metro as of 2024. These wealthy Houstonians are most likely working as chief executives, physicians, managers, and lawyers and judges.

Houston has already proven to be a hotspot for millennial homebuyers, and the latest RentCafe data says millennials make up 19 percent of all millionaire homeowners in the U.S. Gen Xers and Baby Boomers still maintain the largest shares of millionaire homeowners nationwide, at 45 and 33 percent, respectively.

Dallas (No. 10) and Austin (No. 20) also appeared among the hottest metros for millionaire homeowners.

Only one Texas city appeared among RentCafe's list of the 20 fastest-growing metros for millionaire homeowners: College Station ranked 13th nationwide with a growth rate of 1,329 percent. From 2020-2024, the number of millionaire homeowners residing in College Station grew from 14 to 200.

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This article originally appeared on CultureMap.com.

Houston ranks high on best cities for small-business expansion report

business growth

For small businesses looking to expand, Houston might be the right place.

Among 56 major U.S. metros, Houston grabbed the No. 6 spot on a new list of the metros boasting the strongest environments for small-business expansion.

A 2025 report from the state comptroller’s office showed roughly 970,000 small businesses operate in the 13-county Gulf Coast region. The region includes the majority of the Houston metro area.

“Whether it’s a family-owned shop on Main Street or a fast-growing startup, small businesses power our state’s economic engine, create opportunity, and strengthen the character of every Texas community,” Kelly Hancock, who was interim state comptroller when the report was released, said in a press release.

Business lending platform Clarify Capital analyzed five factors to develop the list: job growth, business entry and exit, net job creation, and unemployment.

Overall, the Nashville area claimed the No. 1 spot on the list. Other major Texas metros also cracked the top 10, including Austin at No. 3 and Dallas-Fort Worth at No. 7.

“The highest-ranking metros combine labor-market momentum with steady business formation and relatively favorable local employment conditions,” Clarity Capital says.

The Houston metro ranked sixth for job growth, 11th for business entry rate, 38th for business exit rate, second for net job creation rate, and 50th for unemployment rate.

“For business owners, the ranking is a starting point rather than a guarantee,” Clarify Capital says. “Local demand, competition, operating costs, and access to capital still shape whether an expansion works.”

“Building enough cash-flow room for hiring, equipment, and unexpected expenses can help small and midsize business owners take advantage of a strong market without stretching the business too thin,” the company adds.

Of course, money fuels small-business expansion in the Houston area or anywhere else.

According to an analysis of SBA loan data by feasibility consulting firm MMCG, the Houston metro area saw 1,685 approvals for 7(a) loans and 101 approvals of 504 loans in the federal government’s 2025 budget year. The approval numbers for both loan categories increased from the previous year.

Altogether, the 7(a) and 505 loans exceeded $1 billion.

The data from the U.S. Small Business Administration suggests small-business expansion may be on the rise in the Houston area.

Further potential evidence of small-business expansion in the Houston area: The region experienced a 92 percent rise in account applications from 2024 to 2025 submitted to Bluevine, a small-business banking platform. The Houston metro ranked fifth for the number of Bluevine small-business applications in 2025.