This week's innovators to know in Houston includes Tim Neal of GoExpedi, Shay Curran of UH, and Arun Gir of iEducate. Photos courtesy

Editor's note: In today's Monday roundup of Houston innovators, I'm introducing you to three gentlemen representing a diverse set of industries — from nanotech and higher education to industrial e-commerce and education.

Tim Neal, CEO of GoExpedi

Tim Neal, CEO of Houston-based GoExpedi, shares how his company plans to scale following its recent series C closing. Photo by Colt Melrose for GoExpedi

Timing is everything, and Tim Neal says it's been a key factor in his company's success. GoExpedi acts as an Amazon of industrial business, basically. Just as the e-commerce platform has made online ordering easy, trackable, and fast, so has GoExpedi for industrial parts. And, thanks to companies like Amazon and on-demand ordering in general, this type of fast and reliable service is what everyone expects now.

"The labor pool in the oil and gas space in particular — 50 percent of it turn it over. Now you're no longer having these tradesmen who are 60-plus years old and walking encyclopedias. You have a younger workforce that's used to buying on eCommerce and their daily life. So, it's helping them by technical parts in a not technical way," Neal says in a Q&A with InnovationMap. "We just had a pool of clients who were more tech native and who had more familiarity with transacting online." Click here to read more.

Seamus Curran, CEO and founder of Integricote

University of Houston professor and entrepreneur, Seamus Curran, has pivoted amid the pandemic to use his nanotechnology expertise to help reduce the spread of COVID-19. Photo courtesy of Integricote

Seamus Curran's life went from juggling teaching, research, and running his startup from early morning to late at night every day to working and teaching from home when the pandemic hit. He started looking into the virus and realized his nanotechnology actually has a real application in protecting people. First, he started coating masks. Lately he's been working on a new line of protection.

"The big thing for me when we were shut down was that people couldn't go to work or school. The country can't live that way — but you can't send people back to work in a world that's not safe," Curran says in this week's episode of the Houston Innovators Podcast. "How do you create a safer environment? That's the thing that really got me going in the beginning in the summer. We looked at filters." Click here to read more and stream the episode.

Arun Gir, CEO of iEducate

Houston-based iEducate is connecting local tutors and mentors to students. Photo courtesy of iEducate

Now more than ever, young students need hands-on instruction to keep up in their studies, which for so many still are being conducted virtually. iEducate engages student mentors from the nearby University of Houston education program and graduating Alief ISD high school students to work alongside teachers to ensure that every child has the academic support needed to achieve their full potential.

"We are building on our unique range of educational support services that we have provided over the past to help schools advance student learning in these uncertain times," says Arun Gir, CEO of iEducate.

Gir says the coronavirus pandemic and the subsequent school closings have forced iEducate to adapt, just like many other teachers and educators. For the first time, they are offering a needs assessment to any school that is interested in working with them. Click here to read more.

Houston-based iEducate is connecting local tutors and mentors to students. Photo by Julia M Cameron from Pexels

Houston-area education platform looking for new schools to help teachers with online tools

online education

A Houston-based nonprofit mentorship program that matches underperforming second to fifth graders with college student tutors to provide them targeted support has adapted to the online schooling era, by introducing hybrid learning services in partnership with Texas Region 4 Education Service Center.

iEducate engages student mentors from the nearby University of Houston education program and graduating Alief ISD high school students to work alongside teachers to ensure that every child has the academic support needed to achieve their full potential.

"Before the pandemic closed schools, our vision was to have an in-person system mixing public institutions with our local community," says Arun Gir, CEO of iEducate. "Mentors could provide their math, science, and literacy skills to prove targeted support to students, encouraging teachers to differentiate learning by identifying groups that could benefit the most from our help."

Gir says the coronavirus pandemic and the subsequent school closings have forced iEducate to adapt, just like many other teachers and educators. For the first time, they are offering a needs assessment to any school that is interested in working with them.

"We are building on our unique range of educational support services that we have provided over the past to help schools advance student learning in these uncertain times," says Gir.

With their recently announced partnership with the Texas Region 4 Education Service Center, they will be able to train mentors on instructional tools and strategies to support any type of instruction including in-person, remote, and hybrid instruction.

"We are excited to collaborate with iEducate," says Pam Wells, executive director of Region 4 Education Service Center. "Their transformational work confirms the value that iEducate brings along with their ability to adapt and respond to our evolving educational needs."

The nonprofit, which was founded in 2013, started off as a hobby with Gir and volunteers working directly with individual schools, but after a few years, he left his job to work on building iEducate.

"Our focus is definitely on closing that achievement gap," says Gir. "One of our biggest issues is the literacy gap because that's a precursor to any type of student achievement beyond the early years. Personalized instruction focused on getting the portion of the class that is behind has led to growth for the students."

This summer, they conducted a needs assessment and revamped their mentorship program for a virtual classroom's needs, including calling out for more mentors. More than 600 applicants answered the call, ready to support over 7,000 students during the 2020-2021 school year.

"There was an overwhelming need for new types of assistance," says Gir. "From helping parents learn how to use online digital learning platforms to one-on-one tutoring and group tutoring sessions in the evening for students and parents, our mentors are willing and able and they have risen to the challenge."

To learn more about working with iEducate, email contact@iEducateUSA.org.

"We are navigating unexplored waters," says Gir. "We thought about opening up any school in the Houston area because we know that COVID-19 response measures are very decentralized which means we have to go directly to the source."

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

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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.

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This article originally appeared on CultureMap.com.