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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Rice student startup lands $1.85M to launch medical drone network

critical cargo

Students at Rice University have developed a medical cargo drone transport system to help deliver sensitive medical supplies and improve mobile healthcare efforts.

Haast Autonomous is the brainchild of graduating seniors Ege Halac, Jason Chen and Santiago Brent, who got their venture idea off the ground with help from the Liu Idea Lab for Innovation and Entrepreneurship (Lilie) Summer Venture Studio. The founders have developed the prototype at Rice’s Oshman Engineering Design Kitchen (OEDK) with fellow Rice researchers Felix Hasson, Ethan Javedan, Kenna Sanders and Caden Schmidt.

The startup has raised $1.85 million in pre-seed funding, according to Rice. The founders plan to focus on Haast full-time following graduation. They said they aim to launch pilot trials in 2027 and head to market later that year.

“We need better alternatives for a fast, safe and on-demand system of transport for life-critical cargo,” Halac said in a news release from Rice.

The Haast team has developed a custom aircraft with software that manages dispatch, routes, and chain of custody to assist in how materials move between sites in centralized medical systems. Generally, the transportation of medical supplies and materials between facilities and points of care relies on ground shipping or expensive air transport.

Haast Autonomous’ aircraft can take off and land vertically, and is designed around a mission profile of 50 to 62 miles. It can carry a payload of at least 5 pounds, with future versions intended to scale up in size. It also includes a built-in payload bay that regulates temperature, pressure, vibration and tilt to protect sensitive contents such as patient samples, antivenom or poisoning kits and radioligands or other therapies, according to Rice.

At first, the company envisioned the mission to be centered around transplants, but saw the product being best suited for a variety of operations.

“What we realized is that the platform we are building is suited for medicine, but it really underlies a much larger problem of mission-critical transport across industries,” Brent added in the news release. “We are building the fastest, most secure logistics chain for the world’s most sensitive cargo.”

Haast Autonomous was recognized at the 2026 Oshman Engineering Design Showcase and Competition, where it won Best Aerospace or Transportation Technology. It also performed well in the 2026 Napier Rice Launch Challenge.

In the future, Haast Autonomous plans to deploy a fleet of aircraft. The software will be designed to assist hospitals in requesting flights and tracking deliveries in real time.

“The drone is only part of the solution,” Chen also added in the release. “What matters is moving something from point A to point B in a way that fits into how hospitals already operate.”

Houston scientist wins prestigious Pew Scholar award for brain cancer research

standout scholar

Christina Tringides, an assistant professor of materials science and nanoengineering at Rice University, is one of 21 scientists to win a prestigious Pew Biomedical Scholar award.

She is the first faculty member from Rice to win the distinction, which provides $300,000 over four years for advances in biomedicine, according to the university. The awards are granted to researchers who are in the first few years at the assistant professor level.

In Tringides’ case, the funding will support her innovative new method of modeling glioblastoma, a common and extremely aggressive form of brain cancer. Thanks to producing its own blood supply, glioblastoma spreads quickly, weaving tendrils of blighted tissue throughout the brain. Because of this, surgery is difficult and conventional therapies ineffective.

Understanding the way glioblastoma spreads is crucial to the search for a cure. Tringides is using hydrogels that mimic the brain’s extracellular matrix. Using cultures and a microscopic labyrinth, her team can see how the cancer spreads, bonds with neurons and changes cell wall activity. Essentially, Tringides has devised an intelligence test for tumors in hopes of learning how to outsmart them.

“As cancer crawls through the maze, we can look at how it is interacting with the neurons more and more, and measure how electrical activity is changing as a result,” she said in a news release from Rice.

Examining how cancer cells grow can reveal which conditional changes slow them down. Finding ways to alter the structure of brain matter in a way that makes it inhospitable to the cancer could lead to therapies that would impede growth or even reverse it. Using her custom-made ersatz brain maze makes it easier to observe changes than it would be in a patient’s brain.

“Imaging synapses is time-intensive ⎯ it can involve large data files that are hard to visualize, but if we know that the only place where we might have a synapse is this tiny 1-by-4-by-10 micron channel, it makes it much faster and reliable to image them,” Tringides said.

Born in Ames, Iowa, Tringides received her doctorate in biophysics from Harvard before joining Rice in 2024 through a Cancer Prevention and Research Institute of Texas (CPRIT) recruitment award.

Her research was also one of the first four projects to receive research awards through the Rice Brain Institute and TMC Neuro Collaboration Seed Grant Program.

Texas residents earn 11th highest income in U.S., says 2026 study

Money Matters

A new WalletHub study comparing income disparities across America has ranked Texas residents No. 11 on the list of states with the highest earning residents in the nation.

The report, "States Where People Have the Highest Income (2026)," analyzed U.S. Census Bureau income data in all 50 states and the District of Columbia. The report evaluated the average annual income of the top five percent, the median annual household income, and the average annual income of the bottom 20 percent of residents in every state, all adjusted for the cost of living.

The report's data revealed the top five percent of Texans, the highest earners, make $520,378 on average yearly after adjusting for the cost of living. That's the seventh-highest income among the top five percent of earners nationwide.

Meanwhile, the median annual income of a Texas household is just under $76,000. The bottom 20 percent of Texas residents make $17,651 a year, the report found.

For additional context, the latest data from the Federal Reserve shows an American household's median yearly income is about $83,700. WalletHub analyst Chip Lupo also found that the highest earning 10 percent of individuals in the U.S. earn over 12 times more than those in the lowest-earning 10 percent, based on the latest Census data.

"By measuring the income of various percentiles against a state's median income, we can better identify where income disparities are more prevalent, which could help us better understand why residents of certain states struggle more to make ends meet," said Lupo.

Virginia is the state where residents earn the highest income in the U.S., WalletHub said. Based on the report's findings, the top five percent of Virginians make $545,097 on average per year after adjusting for the cost of living. The median annual income of a Virginia household comes out to $95,339, and the bottom 20 percent of residents make $19,671 annually on average.

Conversely, West Virginia is the state where people have the lowest income in the U.S. A West Virginia household makes a median annual income of $56,610, the third-lowest nationally, and the bottom 20 percent of residents make $13,260 on average per year, which is the fifth-lowest in the nation. The top five percent of West Virginians make $372,218 on average per year.

The top 10 states where residents have the highest income are:

  • No. 1 – Virginia
  • No. 2 – New York
  • No. 3 – New Jersey
  • No. 4 – Washington
  • No. 5 – Connecticut
  • No. 6 – Utah
  • No. 7 – Colorado
  • No. 8 – Minnesota
  • No. 9 – Illinois
  • No. 10 – Massachusetts

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This article originally appeared on CultureMap.com.