Looking back on the past few days of low temperatures, ice, snow, power and water outages, and more, it's time to focus on innovation for resilience. Photo courtesy of ABC13

Greater Houston and all of Texas have faced enough persistent challenges over the past seven years that communities and businesses are at a breaking point. Not just financially and economically, but at societal and emotional levels expected from repeated natural and man-made disasters.

Increasingly, the focus on "resilience" as a call to action has become a buzzword rather than measure of performance by public and private sector decision-makers. Simply, our version of resilience is defined as pre-disaster risk mitigation and investment, not recovery and rebuilding after the fact, which is precisely what is being debated across traditional and social media.

As families, small businesses, larger corporations, neighborhoods, and communities require stability, predictability, and frankly reliability, there is now disappointment and disillusion across party lines for our public agencies, programs, officials. When the last major freeze and snowfall hit Texas, the state's power grid ERCOT and the legislature were warned that unless immediate steps were taken to invest in our electrical grid, an expected collapse of the entire system would leave entire cities and potentially the state in darkness with life-threatening consequences. Review any of the published recommendations from previous disasters and each conclusion identifies necessary and urgent investment, re-engineering, and technological innovation. And yet many of those findings are but another can kicked down the road.

While finger-pointing, investigations, hearings, reports, studies can be the actions of our elected and appointed officials, we turn to entrepreneurs, inventors, innovators, and investors as the path forward. Want to add to your blood pressure? Read all the After-Action Reports and Lessons-Learned Analyses — from as far back as Hurricane Andrew to the most recent disasters, including snowstorms, derechos, wildfires, and now COVID-19. Very little changes in these documents regarding the failures of government and/or the significant gaps between alerts, warnings, preparation, response, recovery, rebuilding. More recently, analysis and assessments provided by Wharton at the University of Pennsylvania and the Insurance Information Institute suggest a 1:4+ return on investment for pre-disaster resilience.

Communities often are asked to rely upon hydrological engineering and science as the holy grails in response to our floods, storms, hurricanes. And yet, there is a new "class" of data scientists, analytic tools, curated information, and significant user interfaces that have changed how government, industry, civic, academia and philanthropy can allocate their resources in more efficient and effective ways to unleash innovative resilience. Emerging enterprises and organizations to watch that are driving the "new resilience data science" for entrepreneurs and innovators alike to develop the next generation of insight include Jupiter Intelligence, HazardHub, ResilientGrid, and EcoMetrics.

What is rarely captured in the post-incident studies and gatherings is the powerful impact of the "GSD" networks — "The Get Shit Done" relationships, partnerships, tools and resources mobilized by unleashing innovation! And the good news is that Greater Houston as well as across the nation, a number of companies, products, integrated data-equipment, digital platforms, and best practices have emerged from several innovation ecosystems that should be brought to the forefront of any next steps for community and civic leaders seeking to address a 21st century resilience agenda.

There are the data and platform folks — Umanity, FoodBot, GotSpot, Crowd Source Rescue (all based in Houston) along with Harbor, R3Water, and a host of other national firms — for example that have addressed the speed by which needs, resources, information and actionable intelligence can align to assist volunteers, neighborhoods, philanthropy, and small businesses. As previous senior leadership of FEMA have admitted, the public sector can no longer be the go-to resource during every disaster, incident, and threat.If we are to democratize resilience because no one entity can afford continued losses — such as the insurance and reinsurance sector — nor is there enough taxpayer dollars to fix our critical infrastructure, then we must spark private-philanthropic-public partnerships through innovation.

If COVID -19 taught us anything, it's that we continue to face inventory management supply-chain, and resilient inventory problems that have been identified during and after previous disasters. With blockchain, advanced sensors and monitors, robotics and remote screening, reopening Greater Houston and the US can be done with innovative health technologies such as San Antonio-based Xenex.

In regards to the challenge before us, we must recall that the demand and intersection for an energy, water and data "nexus" began to take off in response to the Texas and California droughts, rose again to the forefront during multiple hurricanes in the US, and are a now the latest critical infrastructure focus in the post snowstorms of 2021.

Why is having Elon Musk's GigaFactory in Texas so vital to resilience innovation? Because the research and product development of batteries to retain solar and wind produced power can directly impact the load-demands in advance of an oncoming weather or worse a cybersecurity threat to the grid. Sunnova — another Houston brand — has been proving the benefit of storage capacity from its work in Puerto Rico and now exhibits the unique performance for future off-grid resilience of homes, medical offices, and vital services.

Until and unless the public sector opens the doors for these and other innovators through immediate and permanent changes in procurement and contracting, strategic partnerships, incentives and credits — while frankly sharing the leadership function with entrepreneurs, inventors, and investors — we will all pay the price for the failure to act.

There is still work to be done from a legislative and governmental perspective, but more and more innovators — especially in Houston — are proving to be essential in creating a better future for the next historic disaster we will face. The Insurance Information Institute's National Resilience Accelerator Initiative and Resilience Innovation Hub Collaboratory (with its flagship in Houston) is working to unleash the best of Texas', the Nation's and the World's best ideas, resources, information and investments.

------

Richard Seline is the co-founder of the Houston-based Resilience Innovation Hub.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

2 leading Texas universities rank among world’s best for entrepreneurs

honor roll

The Lone Star State’s two biggest universities—the University of Texas at Austin and Texas A&M University—rank among the world’s best schools for entrepreneurs.

PitchBook’s annual list of the world’s top 100 universities for entrepreneurs takes into account both undergraduate and graduate programs. PitchBook analyzed more than 222,000 startup founders whose startups are VC-backed.

UT’s “unique” advantage

UT Austin landed at No. 10 on the list, down from No. 8 last year. PitchBook identified 1,002 UT-alumni founders at 948 startups. Collectively, those startups have raised $34.7 billion, according to PitchBook.

Among the 948 UT Austin-affiliated startups, these five have raised the most capital:

  • No. 1 Tucson, Arizona-based World View, $2.8 billion
  • No. 2 Austin-based Apptronik, $966 million
  • No. 3 Mountain View, California-based Lightmatter, $821 million
  • No. 4 Austin-based Function Health, $807 million
  • No. 5. San Francisco-based Niantic, $779 million

“The unique UT Austin advantage is the alignment between the university and the city,” Foundra.ai says. “Unlike schools where the campus ecosystem and the local startup scene are disconnected, Austin’s startup community actively recruits UT students and alumni, and UT programs actively send students into the local ecosystem.”

Texas A&M’s “living laboratory”

UT Austin’s biggest in-state rival, Texas A&M, appeared at No. 79 on the list, down from No. 76 last year. PitchBook tallied 317 A&M-alumni founders at 295 startups. Collectively, those startups have raised $9.8 billion, according to PitchBook.

Among the 317 A&M-affiliated startups, these five have raised the most capital:

  • No. 1 Austin-based RigUp, $817 million
  • No. 2 Austin-based ICON, $543 million
  • No. 3 Scottsdale, Arizona-based HomeLight, $413 million
  • No. 4 Everett, Washington-based Zap Energy, $326 million
  • No. 5 San Diego-based Splice Therapeutics, $320 million

A cornerstone of Texas A&M’s entrepreneurship offerings is the Center for Applied Entrepreneurship and Innovation at the Mays School of Business. The business school says the center “helps students explore, test, build, buy, and transform businesses in real markets.”

“Grounded in Texas as a living laboratory and guided by the Aggie core values, the center advances applied learning through industry engagement, AI-enabled experimentation, and collaboration across Mays and Texas A&M,” the business school says.

The most “exceptional” schools on PitchBook’s list

In announcing its rankings, PitchBook said: “Great entrepreneurs can come from anywhere, but some universities have a truly exceptional track record of attracting and producing future founders.”

The most exceptional universities, based on PitchBook’s criteria, are:

  • No. 1 University of California, Berkeley
  • No. 2 Stanford University
  • No. 3 Harvard University
  • No. 4 Cornell University
  • No. 5 Massachusetts Institute of Technology (MIT)

Planned KBR spinoff scores $1B NOAA deal for extreme weather forecasting

weather watch

Amid a major spinoff, Houston-based KBR's Mission Technology Solutions business has been awarded a five-year contract for up to $1.1 billion from NOAA’s National Weather Service to help predict and combat extreme weather conditions.

Under the follow-on Commercial Data Program National Mesonet Program (CDP NMP) contract, KBR will provide weather and observational data from commercial stations, university and research campuses, and other non-federal providers nationwide. The information collected will assist in predicting severe temperatures and high-impact weather conditions like extreme storms.

"This award underscores KBR's proven track record of delivering vital data that strengthens national forecasting capabilities," Todd May, KBR’s senior vice president of Mission Technology Solutions, said in a news release.

According to a separate release from NOAA, the contract expands upon KBR's existing relationship with the agency. KBR will work with about 70 private industry partners on services such as data recording, collection, aggregation and processing, and will lead the CDP NMP's "network of networks."

“NOAA gathers environmental information from a wide variety of sources, and a growing list of private industry partners have joined our agency to collect this vital data,” Ken Graham, director of NOAA’s National Weather Service, said in the release. “This agreement streamlines the process that turns raw data into the gold-standard forecasts that Americans depend on.”

KBR will utilize its Speed to Mission ImpactSM technology for the project to supply data from across regions, measurement types, and system configurations. Both KBR and NOAA say the expanded data collection contract will help the agency create more accurate and timely forecasts, particularly for severe weather and extreme events, while also creating a path for new weather-observation technologies.

KBR has supported the CDP NMP for more than 9 years. The program will be managed in Greenbelt, Maryland.

"We're driving expanded integration of commercial sensor and data sources into this platform and are honored to know our work helps forecasters give their communities earlier warnings and more time to prepare for dangerous weather,” May added in a release.

KBR’s Mission Technology Solutions business will be rebranded as Trinzic after its planned spin-off, the company announced last month. The spin-off is expected to close in January 2027.

Trinzic will work as an independent, publicly traded company focused on technology and engineering services for the space and national security sector. KBR will remain a separate publicly traded company that will focus on sustainable technology and services to support the energy transition.

This is the salary required to live comfortably in Texas in 2026

Money Matters

A new national report looking at the income it takes to live comfortably in each of the 50 states has revealed Texans need to earn slightly less now than a year ago.

SmartAsset analyzed what a single individual, as well as family of four, must earn to cover minimum basic needs adjusted using the 50/30/20 budgeting rule. The resulting estimate represents the annual, pre-tax income needed to live comfortably in every U.S. state.

A single, full-time worker needs to make $90,563 to live comfortably in the Lone Star State, the report found, which is down a meager 0.2 percent from last year ($90,771).

Under the 50/30/20 budgeting strategy, that means a single Texas earner would have $45,282 to spend on necessities like housing and utilities, $27,169 for discretionary spending, and $18,113 for emergencies or retirement savings.

Texas ranked 34th nationally in SmartAsset's list of states with the highest income needed for a single adult to live "in sustainable comfort" in 2026. Only five other states — Tennessee, Maryland, Louisiana, North Carolina, and Mississippi — saw a decline in the income needed to live comfortably this year.

For a family of four to live comfortably in Texas, income requirements change significantly, according to the findings. To support a two-child household, a family needs $203,424 in combined total household income to be considered financially stable. This is down slightly from 2025, when SmartAsset reported a family of four in needed $204,922 to live comfortably in Texas.

This is a comfortable lifestyle for a family of four in Texas, according to the report:

  • $101,712 dedicated to necessities and living expenses
  • $61,027 dedicated to discretionary spending
  • $40,685 dedicated to emergencies, savings, or debt repaymen

According to the report, a family of four now needs to make at least $200,000 to live comfortably in 40 U.S. states, a figure that is far out of reach for many American families.

"As housing, grocery, transportation and other essential costs pressure household budgets, earning a six-figure salary no longer guarantees financial comfort in much of the U.S.," the report said. "A single adult now needs at least $80,000 a year to live comfortably in every state, while the threshold exceeds $100,000 in nearly half of states. For a family of four, the income needed to live comfortably is as much as $329,000."

Still, earning the minimum income to live comfortably in Texas doesn't guarantee financial stability in the Lone Star State's major cities. Earlier this year, SmartAsset determined single residents in Houston need to make about $90,000 to qualify as financially stable, while families of four need around $205,000.

---

This article originally appeared on CultureMap.com.