These were the top lifestyle innovation stories on InnovationMap this year. Photo by Leo Yao on Unsplash

Editor's note: As the year comes to a close, InnovationMap is looking back at the year's top stories in Houston innovation. In the lifestyle category on InnovationMap, report-driven stories related to life in Houston dominated this section on InnovationMap in 2024. Be sure to click through to read the full story.


Houston dazzles as most diverse large city in U.S., report says

Houston is the No. 4 most diverse city in the U.S. Photo via Getty Images

Living in a multicultural city comes with many benefits. Diverse communities bring new perspectives, greater versatility, and economic boosts, to name a few. And according to a new study by WalletHub, Houston is among the most diverse places in the nation.

Houston is getting some time in the spotlight in WalletHub's annual ranking of the "Most Diverse Cities in the U.S. (2024)," maintaining its position as the No. 1 most diverse large city in America, and the No. 4 overall most diverse. The report compared 501 U.S. cities across 13 metrics in five categories that encompass "diversity" across socioeconomic, cultural, economic, household, and religious factors. Continue reading.

Texas flunks out in new ranking of America's best school systems

Texas has the 29th best public school system in the U.S., according to WalletHub. Photo via Pexels

Texans may think everything here is bigger and better, but the Lone Star State has fallen behind many other states in America when it comes to ensuring the academic success of its children, according to a new report by personal finance website WalletHub.

Texas landed a middling rank as No. 29 in WalletHub's annual "States with the Best and Worst School Systems (2024)" report, earning a score of 49.86 out of 100 total possible points. Continue reading.

Booming Houston suburb, other Texas towns among the fastest-growing U.S. cities in 2023

Here's how Texas towns stacked up on a new population report. Photo via Getty Images

One Houston suburb experienced one of the most rapid growth spurts in the country last year: Fulshear, whose population grew by 25.6 percent, more than 51 times that of the nation’s growth rate of 0.5 percent. The city's population was 42,616 as of July 1, 2023.

According to U.S. Census Bureau's Vintage 2023 Population Estimates, released Thursday, May 16, Fulshear — which lies west of Katy in northwest Fort Bend County - ranked No. 2 on the list of fastest-growing cities with a population of 20,000 or more. It's no wonder iconic Houston restaurants like Molina's Cantina see opportunities there. Continue reading.

Here's how much it takes to earn a top 1 percent salary in Texas

Texans now need to make $130,241 more in 2024 to maintain their status as one of the highest earners in the state. Photo via Getty Images

With two Houston-area neighbors cashing in among the most wealthy suburbs in America, Houstonians may be wondering how much money they need to make to secure a place in the top one percent of earners. According to a new study from SmartAsset, the pre-tax salary required to be considered one of the highest earners in Texas amounts to $762,090 in 2024.

Texas has the 14th highest pre-tax salary needed to be considered in the top one percent of earners in the U.S. for the second year in a row. Texas' income threshold is not too far off from the national average, which is $787,712. Continue reading.

Report: Houstonians need $12K more to live comfortably than they did last year

It's not all bad for the Bayou City, but if you're making the same as last year, you're probably feeling the pinch. Photo via Getty Images

As inflation and the cost of living rise in most places around the United States, so does the amount of money a resident needs to live comfortably. But Houstonians are faring far better than residents of some of the biggest cities in America.

Houston requires the lowest salary needed to live comfortably in 2024, according to a new SmartAsset report. Specifically, they say, Houston ranks No. 1 for "the lowest annual salary needed for a single adult to live in sustainable comfort using the 50/30/20 budgeting rule" — that is, 50 percent of a salary allocated toward needs (housing, groceries, transportation); 30 percent toward wants (entertainment and hobbies); and 20 percent toward paying off debt, saving, or investing.

Houstonians need to make $75,088 individually to lead a comfortable lifestyle and avoid living paycheck to paycheck, or a $36.10 hourly wage, says the report, which analyzed 99 major U.S. cities. Continue reading.

During the third quarter of 2024, Houston-area companies saw a 15 percent decrease of VC investment compared to the third quarter of 2023. Photo via Getty Images

After trending up all year, Houston VC activity drops in Q3

by the numbers

New data from the PitchBook/NVCA Venture Monitor reveals a seesaw pattern in the Houston area’s venture capital funding.

VC fundraising by Houston-area companies climbed during the first part of this year compared with the same period last year, according to the latest PitchBook/NVCA Venture Monitor. But from 2023 to 2024, the region’s third-quarter VC haul fell by a double-digit percentage.

In the first three quarters of 2024, Houston-area companies collected $1.24 billion in venture capital, the PitchBook/NVCA Venture Monitor shows. That’s up eight percent from the $1.15 billion raised in the first three quarters of 2023.

A look at third-quarter data tells a different story. During the third quarter of 2024, Houston-area companies reaped $529.45 million in VC funding. That’s down 15 percent from $623 million in the third quarter of 2023.

The U.S. saw VC funding rise from $123.5 billion in the first nine months of 2023 to $131.8 billion during the same period in 2024, PitchBook/NVCA data shows. That works out to a 6.7 percent increase. However, Texas experienced a five percent drop — from $5.4 billion in the first nine months of 2023 to $5.13 billion during the same period in 2024.

“While we see some promising signals with lower rates and platform shifts related to AI, we expect the overall VC landscape to [remain] uncertain and strained for the time being,” says Nizar Tarhuni, executive vice president of research and market intelligence at PitchBook.

The new PitchBook/NVCA report forecasts that VC deal value in the U.S. will hit $175.2 billion this year. This figure is shy of annual fundraising totals during the peak of ultra-low interest rates but exceeds the sum for the pandemic year of 2020.

“Venture deal counts seem to have bottomed, but a meaningful market rebound has yet to occur,” says the report.

A Houston company has acquired a data analytics business. Photo via Getty Images

KBR to acquire data analytics co. in $737M deal to better serve national security issues

M&A

Houston-based KBR announced it has entered into a definitive agreement to acquire engineering, data analytics and digital integration company LinQuest Corp., which will add “digital integration capabilities for national security customers” according to a news release. The deal is valued at $737 million.

LinQuest is known for assisting in solving complex technical challenges for national security missions and has supported the U.S. Space Force, U.S. Air Force and other U.S. Department of Defense and intelligence agencies. The company does this through development and integrating advanced technology solutions across space, air dominance and connected battle space missions. Some missions include advanced AI and machine learning capabilities.

KBR is a leader in providing science, engineering and technology solutions to governments and companies worldwide.

“LinQuest is an innovator in national security, space and technology solutions. Their talented people deliver high-end, technically and digitally differentiated services that are complementary to KBR,” Stuart Bradie, KBR president and CEO said in a news release.

KBR’s support for strategic U.S. government clients in terms of the rapidly changing defense and national security sector expect to benefit from the fact that over 74 percent of LinQuest’s 1,500-plus employees already hold security clearances.

“LinQuest is a terrific company, and the revenue synergy opportunities are exciting,” Bradie adds. ”Our values are strongly aligned, and we are delighted to welcome this talented team to the KBR family.”

SurgWise is giving surgical teams the right support for hiring. Photo via Getty Images

Houston startup equips medical teams with data-driven hiring tool

staffing up

A surgeon spends over a decade in school and residency perfecting their medical skills, but that education doesn't usually include human resources training. Yet, when it comes to placing candidates into surgical programs, the hiring responsibilities fell on the shoulders of surgeons.

Aimee Gardner, who has her PhD in organized psychology, saw this inefficiency first hand.

"I worked in a large surgery department in Dallas right out of graduate school and quickly learned how folks are selected into residency and fellowship programs and all the time that goes into it — time spent by physicians reviewing piles and piles of like paper applications and spending lots and lots and of hours interviewing like hundreds of candidates," Gardner tells InnovationMap. "I was just really shocked by the inefficiencies from just a business and workforce perspective."

And things have only gotten worse. There are more applicants hitting the scene every year and they are applying to more hospitals and programs. Future surgeons used to apply for 20 or so programs — now it’s more like 65 on average. According to her research, Gardner says reviewing these applications cost lots of time and money, specifically $100,000 to fill five spots annually just up to the interviewing phase of the process.

Five years ago, Gardner came up with a solution to this “application fever,” as she describes, and all the inefficiencies, and founded SurgWise Consulting, where she serves as president and CEO.

"We help provide assessments to help screen competencies and attributes that people care about," Gardner says. "(Those) are really hard to assess, but really differentiate people who really thrive in training in their careers and people who don't."

Aimee Gardner is the CEO and president of Houston-based SurgWise. Photo via surgwise.com

These are the non-technical skills, like the professionalism, interpersonal skills, and communication. While SurgWise began as a service-oriented consulting company, the company is now ready to tap technology to expand upon its solution. The work started out of Houston Methodist, and SurgWise is still working with surgery teams there. She says they've accumulated tons of data that can be leveraged and streamlined.

"We're now pivoting from a very intimate client approach to a more scalable offering. Every year we assess essentially around 80 percent of all the people applying to be future surgeons — those in pediatric surgery, vascular surgery, and more,” Gardner says. “We’ve used kind of the last five years of data and experiences to create a more scalable, easy-to-integrate, and off-the-shelf solution.”

Gardner says her solution is critical for providing more equity in the hiring process.

“One of our goals was to create more equitable opportunities and platforms to assess folks because many of the traditional tools and processes that most people use in this space have lots of opportunity for bias and a high potential for disadvantaging individuals from underrepresented groups," she says. "For example, letters of recommendation are often a very insider status. If you went to some Ivy League or your parents were in health care and they know someone, you have that step up from a networking and socioeconomic status standpoint."

Personal statements and test scores are also inequitable, because they tend to be better submissions if people have money for coaching.

SurgWise hopes to lower the number of programs future surgeons apply to too to further streamline the process. She hopes to do this through an app and web tool that can matchmake people to the right program.

“Our ultimate goal is to create a platform for applicants to obtain a lot more information about the various places to which they apply to empower them to make more informed decisions, so that they don't have to apply to a hundred places," Gardner says. "We want to essentially create a match-style app that allows them to input some data and tell us 'here's what I'm looking for here are my career goals and any preferences I have.'”

While that tool is down the road, Gardner says SurgWise is full speed ahead toward launching the data-driven hiring platform. The bootstrapped company hopes to raise early venture funding this summer in order to hire and grow its team.

“As we continue to consider this app that I talked about and some of the other opportunities to scale to other specialties we're gonna start looking for a series A funding later this summer.”

New study found that Texas has the 9th largest economy. Photo by gguy44/Getty Images

Report: Lone Star State snags spot as world's 9th largest economy by GDP

go texas

If Texas were a country — and plenty of Texans wish that were the case — it would rank among the world's 10 largest economies. Economic development officials are now touting that fact as evidence of Houston and the rest of Texas being a great place to start or relocate a business.

In a January 27 news release, the nonprofit Texas Economic Development Corp. noted that based on 2019 data from the International Monetary Fund, Texas would boast the world's ninth largest economy if it were a country. The news release lists the state's gross domestic product, or GDP — a key indicator of economic size and strength — as $1.9 trillion.

Texas' GDP would put it ahead of 10th-place Brazil ($1.8 trillion GDP, based on 2019 data from the International Monetary Fund) and behind eighth-place Italy ($2 trillion GDP), the economic development group says. Previously, Texas had ranked 10th for GDP when compared with countries.

If you dig deeper into the data, the competition between Texas and Brazil is even closer than the news release reveals. Texas' 2019 GDP stood at $1.844 trillion, giving it a razor-thin edge over Brazil ($1.839 trillion). Nonetheless, Texas beats Brazil in terms of economic strength.

It turns out that the Houston metro area contributes about one-fourth of Texas' GDP. In 2019, the region's GDP stood at $472.1 billion. The size of Houston's economy ranks seven among U.S. metro areas. If the Houston metro area were a state, it would rank 15th for GDP.

In the wake of last year's pandemic-clobbered economy, the Greater Houston Partnership predicts the region will add 35,000 to 52,000 net new jobs this year.

"The virus has dealt this region a significant blow, and the reality is it will take many months — if not years — to regain the jobs lost and repair the damage," Bob Harvey, president and CEO of the partnership, said in December. "We have our work cut out for us in growing our economy out of the hole it is currently in. But we are Houston and I believe we will recover. We will continue to work to make this a truly global city, one with a strong, diverse, 21st century economy that provides a great quality of life and opportunity for all."

While the pandemic has strained the state's economy as a whole, the International Monetary Fund estimates Texas should maintain the No. 9 spot for GDP in 2021 when stacked against countries. Texas would be wedged between No. 8 France ($2.1 trillion GDP) and No. 9 Canada ($1.76 trillion GDP). This year, the U.S. GDP is projected to remain the world's largest ($21.9 trillion), with China in second place (nearly $16.5 trillion).

"This is more than just a statistic. The fact that our state, if it were a nation, would be the world's ninth largest economy shows that Texas is well positioned to outperform economically, regardless of the challenges that may lie ahead," Robert Allen, president and CEO of the Texas Economic Development Corp., says in the release.

Allen's group cites the pending move of Hewlett Packard Enterprise's headquarters from Silicon Valley to the Houston suburb of Spring as one factor demonstrating the power of Texas' economy.

"Why come to Texas from other states? Our highly competitive tax climate, world-class infrastructure, a skilled workforce of 14 million people, business-friendly economic policies, and abundant quality of life," Allen says. "Texas obviously has a lot to offer. Our standing as the world's ninth largest economy and our long-term expansion shows that Texas also offers rock-solid stability to companies that want to locate here."

Houstonians gained valuable time on the road in 2020. Photo by LUNAMARINA/Getty Images

New study drives home how drastically Houston traffic dropped in 2020

data-driven

Houstonians are still gauging all that they have lost during the pandemic, but one thing they gained in 2020 was time — specifically, in traffic.

Drivers who noticed less cars on the roads were witnessing a 33 percent drop in traffic in 2020, compared to 2019. That data comes courtesy of a new study by Rice University's Kinder Institute for Urban Research.

Houston traffic congestion levels dropped from 24 percent to an impressive 16 percent during the pandemic. In April, during the peak of area stay-at-home efforts, Houston's congestion level plummeted to 6 percent, the lowest of the year. February saw the highest congestion level of 2020 at 26 percent.

For some perspective, in 2019, a 30-minute took an extra 37.5 minutes than a trip during less congested conditions, the study notes.

Further illustrating the headache of 2019 commuting, local drivers lost some 119 hours of extra travel time during peak hours. The study also found that in 2019, Houston drivers lost 119 hours of extra travel time driving during peak hours.

Compare that to 2020, where local drivers lost a mere 71 hours of travel time, which is two full days less than 2019. What can one do with an extra two days? Besides the obvious Netflix and chill option, that savings offers enough time to read 3,588 pages of Marcel Proust's 4,211-page whopper, In Search of Lost Time, the study notes.

Less cars on the road was extremely beneficial for the environment, the study adds. U.S. greenhouse gas emission from energy and industry dropped more than 10 percent in 2020 — the lowest recorded level in 30 years.

Thus, the good news is that with more Houstonians working from home, commute times and the local environment benefitted. However, the study notes that with the advent of COVD vaccinations, a subsequent return to work, and with no real policy changes planned, Houston's traffic headaches could soon return.

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This article originally ran on CultureMap.

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Axiom Space tops $525M in oversubscribed round, announces Swiss subsidiary

funding boost

Axiom Space tacked on an additional $175 million to a previously announced capital raise, bringing the oversubscribed round to a total of more than $525 million.

Axiom shared in February that it had secured $350 million in a financing round led by Type One Ventures and Qatar Investment Authority. In the latest release from the company, Axiom reports that Japan-based MUFG Bank Ltd. joined the round as a new investor, in addition to continued participation from existing backers.

The funding will go toward developing the company's commercial space station, known as Axiom Station, and the production of its Axiom Extravehicular Mobility Unit (AxEMU) under its NASA spacesuit contract.

“Investor interest in this round outpaced what we set out to raise, which speaks to the moment we’re in,” Jonathan Cirtain, CEO and president of Axiom Space, said in the news release. “Our partners see what is possible in low-Earth orbit, and they see who is positioned to lead it.”

Axiom announced last month that it planned to open a Japanese subsidiary July 1. Earlier this week, it also shared plans to establish Axiom Space Switzerland, a wholly owned subsidiary based in Lucerne that is also expected to begin operations this summer.

The Switzerland subsidiary aims to establish Axiom's presence in Europe and help it partner with the European Space Agency and other space organizations and companies on the continent.

“Europe is a founding leader in the creation of the commercial space economy, and Switzerland is uniquely positioned to convene the government agencies, research institutions, and industrial entities that will shape its next decade,” Cirtain added in a separate release. “Axiom Space Switzerland facilitates the scaling of development and deployment of the infrastructure that will succeed the International Space Station.”

Texas cashes in among 10 best U.S. state economies in 2026 report

State Economics

A new study gauging the success or decline in economic performance in every state has revealed Texas' economy remains stable in 2026 after it dropped out of the top five to No. 8 last year.

Texas boasts the No. 8 best state economy in the U.S. this year, according to WalletHub's annual "Best & Worst State Economies" report. The personal finance website's analysts ranked all 50 states and the District of Columbia across 28 relevant metrics to measure each state's economic activity and health status, and its "innovation potential."

Notably, Texas leads the nation for the most exports per capita in the U.S. in a five-way tie with Louisiana, Kentucky, North Dakota, and Indiana. Across the study's three main categories, Texas ranked highly for its economic activity (No. 7) and economic health (No. 11), and the state's "innovation potential" rank is the 24th best in the nation.

This is how WalletHub ranked Texas' economic performance, where No. 1 is considered the best and No. 25 is considered average:
  • No. 6 – Change in non-farm payrolls
  • No. 8 – Change in GDP
  • No. 8 – Startup activity
  • No. 11 – Annual median household income
  • No. 18 – Government surplus/deficit per capita
  • No. 21 – Percentage of jobs in high-tech industries
  • No. 30 – Unemployment rate
WalletHub previously ranked Texas one of the top three states to start a business in 2026, with Houston earning its own entrepreneurial acclaim in separate rankings of the best big cities for new businesses and for starting a career.

"U.S. economic growth depends heavily on the performance of individual states, and some contribute more than others," the report's author wrote. "For example, California, Texas, New York and Florida have economies so large that if they were countries, they would rank in the top 20 in the world."

The five states with the worst state economies in 2026 are Rhode Island (No. 47), Maine (No. 48), Louisana (No. 49), Kentucky (No. 50), and West Virginia (No. 51).

The top 10 best state economies for 2026 are:

  • No. 1 – Massachusetts
  • No. 2 – Washington
  • No. 3 – Utah
  • No. 4 – California
  • No. 5 – Delaware
  • No. 6 – North Carolina
  • No. 7 – New York
  • No. 8 – Texas
  • No. 9 – Colorado
  • No. 10 – Florida

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This article originally appeared on CultureMap.com.

Houston lab explores how AI bots can help the elderly

AI for aging

The University of Houston’s Empathetic Lifespan AI & Robotics for Aging (ELARA) Lab is currently conducting research into how AI bots may be able to help the elderly live more social and independent lives through several ongoing initiatives.

The lab officially launched last month as part of the Gerald D. Hines College of Architecture & Design under the leadership of Assistant Professor Chorong Park. Part of the lab’s mission is tackling ongoing problems with aging, such as dealing with disabilities and social isolation. Researchers’ current work is focused on designing a new AI companion bot specifically tailored to the needs of older people.

“We need to take all the needs of older adults seriously,” Park said in a news release. “They won't use the robot if they don't feel at ease or if they feel they are being constantly watched.”

The field testing of new AI bots in this population hopes to overcome several traditional obstacles in technology use among the elderly. A study by Park shows that many older people have a fear of overt surveillance when using advanced AI. There is also ageism to consider. Most new technologies are designed with younger and employed buyers in mind, not retirees who may need help remembering daily tasks or accessing important information.

“The more older adults are excluded from technology development, the worse those technology gaps will become,” Park said. “AI and the majority of technologies are created for younger people, so my research method integrates older adults directly into the design process.”

ELARA recently collaborated with the Mamie George Community Center in Richmond, Texas, to track seniors’ response to desktop AI bots like Emo and Cupboo. Researchers also had participants use air-dry modeling clay to create their ideal robotic companion.

While the eventual AI bot may be able to help the elderly feel less isolated and more supported, there are concerns to consider. A study published in the Asian Journal of Psychology charted the development of delusional thinking in a 72-year-old woman who became convinced the empathic-response bot was in love with her. The rise of “AI psychosis” has the potential to exacerbate mental health problems, particularly in socially isolated people, which a quarter of Americans over the age of 65 are.

ELARA’s research is focused on creating “pet-like” AI models with enhanced trust cues. If it can overcome the dangers of socially isolated people relying on AI for companionship, it could be a big step forward for independent aging.