University of Houston, Intel team up to prepare workforce for AI revolution

back to school

UH's business school has a new program focused on artificial intelligence thanks to a partnership with Intel. Photo via uh.edu

The University of Houston’s C.T. Bauer College of Business has teamed up with semiconductor chip manufacturer Intel Corp. to provide training in artificial intelligence.

The new artificial intelligence program features a standalone business certificate with two specialized courses; the first course launched in January. Bauer also plans to offer non-degree certificate programs in AI, such as the AI Certificate for Entrepreneurship and AI Certificate for Executive Education.

In a news release, Elizabeth McGee, chief strategy and innovation adviser at Santa Clara, California-based Intel, says the UH initiative will help bridge the AI knowledge gap. An online search indicates hundreds of AI-related jobs are open in the Houston area.

“Digital upskilling, or digital readiness, needs to be a catapult for economic prosperity for everyone and not a dividing point,” McGee says. “I commend the University of Houston for being the first higher education institution to take our award-winning curriculum and lend your expertise in entrepreneurship, your access to the broader Houston community, and supporting this digital upskilling for everyone.”

AI education has taken on a greater sense of urgency as the healthcare and energy sectors, among others, incorporate AI into their operations.

Paul Pavlou, dean of the Bauer College and Cullen Distinguished Chair Professor, says the collaboration between UH and Intel will help propel growth and innovation in Houston’s tech sector. Intel, whose only Texas location is in Austin, is a key player in the expanding AI market.

“Intel has been very generous with their resources, and with our expertise in analytics and faculty research and students’ initiative in bringing new products to life, the opportunities for this collaboration to be transformative are endless,” Pavlou says.

AI is growing at an incredibly rapid pace. According to Precedence Research, the size of the global AI market was estimated at $119.78 billion in 2022 and is expected to reach nearly $1.6 trillion by 2030.

“While some markets, sectors and individual businesses are more advanced than others, AI is still at a very early stage of development overall,” says professional services firm PwC. “From a macroeconomic point of view, there are … opportunities for emerging markets to leapfrog more developed counterparts.”

AI is viewed as both positive and negative in terms of today’s workforce.

“AI is a fast-evolving technology with great potential to make workers more productive, to make firms more efficient, and to spur innovations in new products and services. At the same time, AI can also be used to automate existing jobs and exacerbate inequality, and it can lead to discrimination against workers,” says a report published by the White House in 2022.

Houston Mayor Sylvester Turner and Houston City Council celebrated “AI Innovation and Entrepreneurship Day” at City Hall on Feb. 7. Photo via Facebook

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Asif and Julie Lynn Dakri, Khaleda and Musa Dakri, and Faizel Dakri have gifted $4M to UH. Photo courtesy of the Dakri family/University of Houston

Prominent Houston banking family gifts $4M to UH's innovative new center for minority entrepreneurship

a helping hand

A prominent Houston family has just made a sizable investment in the University of Houston’s in the C. T. Bauer College of Business. The Dakri family has pledged $4 million in support of the Bauer College’s new Center for Economic Inclusion, which which aims to develop minority entrepreneurship and business development.

With the donation, the CEI will now be known as the Musa and Khaleda Dakri Center for Economic Inclusion, according to a press release.

Specifically, this $4 million gift will establish an endowed chair to support the center’s chair/director position and an endowed professorship to expand the institute’s research priorities, which includes research on small business entrepreneurship. Monies also will also support research costs and graduate research fellowships for students, per UH.

“The Dakri family is passionate about the betterment of Houston, generously offering their time and resources to truly make an impact in the community,” said Renu Khator, University of Houston president, in a statement. “With this support for our new Center for Economic Inclusion, entrepreneurs from all communities, including those in most need of investment, will get access to education, expertise and training needed to build businesses and transform lives.”

Musa and Khaleda Dakri, who hail from India, are longtime Houston residents and have been married for 54 years. Musa has been the chairman of Wallis Bank for more than 30 years. His sons Asif and Faizel serve as Wallis Bank’s chief executive officer and chief information officer, respectively.

Besides being longtime UH supporters, the Dakri family has long worked for the betterment of the African American, Mexican American, and South Asian communities. Of note, an endowment in UH’s Center for Mexican American, and Latino/a Studies named for Musa and Khaleda provides support for student scholarships, research, and more.

As the only higher education center of its kind in the US, the Center for Economic Inclusion aims to combine experiential education, academic research, and real-world expertise to train students in human-centered skills, while economically empowering under-resourced entrepreneurs.

At the center’s launch, keynote speaker Henry Cisneros, former secretary of the U.S. Department of Housing and Urban Development (HUD), called UH’s model for training entrepr“eneurs and upskilling students the best he has ever seen.

Our newly established Center for Economic Inclusion will empower aspiring entrepreneurs, who are mostly women and people of color, to chase their dreams of founding a successful new business, just as the Dakri family has done successfully for decades,” said Paul A. Pavlou, dean of the C. T. Bauer College of Business, in a statement. “Our gratitude to the Dakri family is only matched by our eagerness to get to work and train the next generation of diverse entrepreneurs.”

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This article originally ran on CultureMap.

Beyoncé's dad is teaching a must-attend music business class. Photo courtesy of Mathew Knowles

University of Houston music business course to be taught by Mathew Knowles

DESTINY'S DAD WILL SCHOOL YOU

Ever notice how Beyoncé's hair magically flows as if a fan follows her around everywhere she goes? That's not an accident. That attention to image micro-detail is preached by her father, Mathew Knowles, who created Destiny's Child and Music World Entertainment, the label and production company that boasts two of the top-selling superstars of the previous decade.

Now, music mogul Knowles is sharing his considerable knowledge in a new, 15-week virtual master class at the University of Houston's C.T. Bauer College of Business, running from January 25, 2021 to May 10, 2021. Knowles teases that there will be star-caliber guest instructors and appearances. The $3,000 virtual class is limited to 35 students but open to all who are able to register. (UH students and recent alumni can pay a discounted rate of $1,000.)

"I want to change the way we do things in the music business," Knowles says on a Zoom call. "Unfortunately, we have a very high failure rate [in the music industry]. Part of the reason we have this much failure is the business acumen of the team around the artists. It's not their talent. It's their team."

He hopes to change that with the class, dubbed "The Music Industry and the Digital Age." The class isn't specifically for aspiring artists, but aimed at those "behind the microphone," says Knowles. "Some people will be managers. Others will be independent record labels. Others will be in marketing. Artists will be part of this that would like to know business side of this."

Knowles is one of Houston's great success stories. Once a successful executive at Xerox, he recognized that his daughter, Beyoncé, had extraordinary music talent. He created Destiny's Child, held what he called "music bootcamps" at his home, and took night classes in entertainment management at Houston Community College.

From there, he founded his Music World Entertainment empire in 1992 in a Third Ward house, which mirrored his faraway mentor, Quincy Jones, who ensured every aspect of Motown's operation was all under one roof. Knowles would then become one of the most respected business minds in the music industry; he's taught at Texas Southern University; scored a PhD, and crafted management degrees for other schools. His empire boasts more than 100 award-winning albums and an MTV Video Music Award.

But that success, knowledge, and experience came with trial, error, and considerable money lost. "I wish someone had told me, 'Look, you need to really focus on getting the business acumens of the music industry down,'" he says.

That said, even with Destiny's dad's name attached, students shouldn't expect a get-famous-quick lottery ticket path to success with this class. "They think they can go from zero to a hero," Knowles says of that mindset. "This is not a microwave industry. I always say there is a price of admission to the music industry."

Sign us up. Memo to Professor Knowles: May we request guest lectures by Houston royalty Queen Bey and Lizzo?

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This article originally ran on CultureMap.

UH's business school just received its second largest gift ever. Photo courtesy of University of Houston

University of Houston receives historic $13M gift for its entrepreneurship program

Money moves

University of Houston's C.T. Bauer College of Business has received its second largest donation to benefit its entrepreneurship program.

The Cyvia and Melvyn Wolff Center for Entrepreneurship, which was recently ranked the top undergraduate entrepreneurship program in the country, received the $13 million gift from its namesake foundation — The Cyvia and Melvyn Wolff Family Foundation — and the state of Texas is expected to match an additional $2 million, bringing the total impact to $15 million.

"Our family is deeply committed to the ideals of entrepreneurship," says Cyvia Wolff in a news release. "Our business personified everything that it means to be an entrepreneur. The skills, the thinking, the mindset are fundamental to success for business leaders today and in the future. On behalf of my late husband, we are truly honored to ensure the entrepreneurial legacy not only endures but remains accessible for students. We are truly honored to be part of this program and university."

The money will be used to create three endowments for the program. The Dave Cook Leadership Endowment, named for the center's director, Dave Cook, will be created and funded with $7 million of the donation to support leadership within the organization. For $4 million, the center will create the Wolff Legacy Endowment, which aims to increase students involved in the center, as well as the companies coming out of the program. The last $2 million will be used to create the Cyvia and Melvyn Wolff Endowed Chair(s)/Professorship(s) in Entrepreneurship. This initiative will support research and community outreach.

"We are passionate about entrepreneurship and how it can forever change students' lives," says Bauer Dean Paul A. Pavlou in the release. "We seek to further promote entrepreneurship as a university-wide, even citywide effort, by collaborating within and across the university in a multitude of areas, such as technology, health care, arts and sports."

The program was created in the mid '90s and was later renamed after Cyvia and Melvyn Wolff in 2007, and has seen great success over the past decade. In that time, Wolff students have created 1,270 businesses, with identified funding of just over $268 million. According to the release, the program has been ranked in the top two spots of the Princeton Review's top undergraduate entrepreneurship programs for nine of the past 12 years.

"Entrepreneurship is crucial for the future of our country, as well as our city and state," says UH President Renu Khator in the release. "We are proud to be at the forefront of work around entrepreneurial training and research. The uniqueness of our program has and continues to make it the model program. This extraordinary gift ensures our leadership in this space will continue and will support the creation of businesses, change communities and impact our students' lives."

At UH, 2,500 students take at least one entrepreneurship course a year, and more than 700 students complete certificate programs.

"What we are doing is transformative in the lives of students, mentors and stakeholders in a way that elevates everyone towards excellence," Cook, who was named the director of the program in 2017, says in the release. "The impact of this gift allows us to remain the leader and to move forward with confidence, purpose and permanence."

Ody De La Paz's company, Sensytec, started as a class project and turned into a growing startup. Courtesy of Sensytec

Houston entrepreneur plans to revolutionize the construction industry using a tech-enabled material

HOUSTON INNOVATORS PODCAST EPISODE 8

Ody De La Paz wasn't sure if his class project could be turned into a company, but he decided to test the waters through a series of pitch competitions. He and his cofounder, Anudeep Maddi, competed in eight across the world, and took hope first place prizes in five.

"That kind of gave us the hint that this should be a company, and we need to make it happen as quick as possible," De La Paz, CEO of Sensytec says on this week's Houston Innovators Podcast.

De La Paz shares on the podcast how he got the idea for Sensytec through the University of Houston's Cyvia and Melvyn Wolff Center for Entrepreneurship within the C. T. Bauer College of Business. The program, which was just ranked No. 1 on the 2020 Princeton Review's top 15 programs for undergraduate entrepreneurship studies, allows students access to emerging technologies.

"You have the opportunity to work with intellectual property from the University of Houston," De La Paz says. "This technology came about and I had the opportunity to see if there was a market potential for this technology we're working on called Smart Cement."

De La Paz shares his experience with pitch competitions and accelerator programs, including the most recent in the Ion Smart Cities Accelerator, and discusses where Sensytec is headed in the podcast. Listen to the episode below and subscribe wherever you get your podcasts.


Rice University and the University of Houston top lists for best graduate and undergraduate entrepreneurship programs. Photo by skynesher/Getty Images

2 Houston universities top list for best graduate, undergraduate entrepreneurship programs

Best of the rest

In Houston, a little bit of friendly competition between two universities goes a long way, but each gets a win according to a recent ranking.

The University of Houston's Cyvia and Melvyn Wolff Center for Entrepreneurship within the C. T. Bauer College of Business claimed the top spot on the 2020 Princeton Review's top 15 programs for undergraduate entrepreneurship studies. Meanwhile, Rice University's Jones Graduate School of Business claimed the top spot on the graduate schools list.

Both schools have appeared on the list before, but it's the first time either has topped their categories.

"Entrepreneurship and the creation of new businesses and industries are critical to Houston and Texas' future prosperity and quality of life," says Rice Business Dean Peter Rodriguez, in a news release. "Today's ranking and our decades-long leadership in entrepreneurship education and outreach is a testament to our visionary and world-class faculty, the enormous success of the Rice Business Plan Competition and of our commitment to our students and the community we serve."

The Rice program, which in 1978, has appeared on the top-10 list for 11 years in a row, and it's the fourth time for the program to make it into the top three. According to the Princeton Review release, Rice grads have started 537 companies that went on to raise over $7 billion in funding.

A UH news release also calls out the fact that UH has seen more than 1,200 alumni-founded businesses, which have amassed over $268 million in funding over the past decade. UH's program, which began in 1991, has appeared in the top 10 list since 2007, and rose from the No. 2 position last year.

"The Wolff Center is the catalyst, but entrepreneurship goes beyond that to the entire Bauer College, including RED Labs, social entrepreneurship, energy, health care, arts and sports entrepreneurship, among many other programs," says Bauer Dean Paul Pavlou. "We're an entrepreneurial university, and innovation and the startup ecosystem we want to promote for the city of Houston starts with the Wolff Center and Bauer."

The ranking considered more than 300 schools with entrepreneurship studies programs and factored in over 40 data points. Some of the factors considered include: the percentage of students enrolled in entrepreneurship courses, mentorship programs, the number of startups founded and investments received by alumni, and the cash prizes at university-backed business plan competitions. The rankings will be published in the December issue of Entrepreneur magazine.

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Houston claims 19% of Texas’ new live-work-play growth

by the numbers

In Texas, Houston is a big player in the live-work-play real estate movement.

A new 21-city analysis from coworking marketplace CoworkingCafe shows the Houston area added five live-work-play projects—mixed-use developments with residential, office and recreational components—over the past decade.

From 2016 to 2025, Houston accounted for 19 percent of Texas’ new live-work-play inventory, the analysis shows. Among the new local developments were Arrive Upper Kirby, St. Andrie, and The Laura:

  • Arrive Upper Kirby, which was sold in 2021 for $182 million, offers more than 61,000 square feet of retail and restaurant space adjacent to apartments and offices. The 13-story, 265,000-square-foot project was completed in 2017.
  • St. Andrie, a 32-acre, mixed-use community, was completed in 2019. The apartment-anchored development includes an H-E-B grocery store and 37,000 square feet of office space.
  • The Laura, spanning 110,000 square feet, was completed in 2023. Among the apartment complex’s amenities is a coworking space.

According to Northspyre, a software provider for real estate developers, live-work-play projects enable people to meet their needs, such as housing, workplaces, stores, restaurants, and recreation facilities, in a single place.

A total of 542 live-work-play developments opened between 2016 and 2025 in the 21 cities, with another 69 in the pipeline for 2026, CoworkingCafe says. Among major markets, New York City made up the largest share (119) of new live-work-play developments from 2016 to 2025.

The Houston area’s five projects were built in 2018, 2019, 2020, 2024, and 2025, CoworkingCafe data indicates, with another project scheduled for completion next year. The Greater Houston Partnership recently highlighted four mixed-use projects taking shape in the region, but only one of them is scheduled to be finished in 2027. It can take two to five years or more to complete a mixed-use development.

Of the five Houston developments finished in the past decade, 56 percent of the space went toward multifamily units, 29 percent toward offices, and 16 percent toward retail, CoworkingCafe says.

As noted by the Houston-Galveston Area Council, economic development in the 21st century “is about cultivating quality live-work-play environments that attract, retain, and grow a diverse and skilled population. Employers and businesses are increasingly choosing to make long-term investments in places that connect and engage people to strengthen economic competitiveness and promote innovation.”

With eight completed projects, Austin led construction of live-work-play developments in Texas from 2016 to 2025, according to CoworkingCafe. Dallas, which welcomed five live-work-play developments during that period, tied with Houston. San Antonio data wasn’t available.

Rice Business Plan Competition awards $1.4M to 2026 student teams

winner, winners

Editor's note: This article has been updated to correct the total amount of investment and cash prizes awarded at the RBPC and with additional information from Rice.

Another team from the Great Lakes State took home top honors and investments at this year's Rice Business Plan Competition.

BRCĒ, a material-tech startup from Michigan State University, took home the top-place finish and the largest investment total at the annual Houston event. It has developed Lattice-Grip technology to create utility-based polymers that can replace traditional fabric. The materials are stronger, fire-resistant and more stable than traditional textiles, according to the company. Last year, the University of Michigan's Intero Biosystems won first-place finish and the largest investment total of $902,000.

In total, the RBPC doled out more than $1.4 million in investment and cash prizes, according to Rice. Over the three-day event, held April 9-11, the 42 competing startups presented their business plans to 300 angel, venture capital and corporate investors. Seven finalists were selected.

Three Texas teams, including one from Houston, were named among the finalists. Here's who won big this year, with their investment totals and some of their awards listed below.

BRCĒ, Michigan State University — $611,500

The recent Shark Tank alum finished in first place for its utility-based polymers technology.

  • $200,000 Goose Capital Investment Grand Prize
  • $100,000 The OWL Investment Prize
  • $100,000 Houston Angel Network Investment Prize
  • $75,000 The Indus Entrepreneurs (TiE) Texas Angels Investment Prize
  • $50,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
  • $25,000 New Climate Ventures Sustainable Investment Prize
  • $20,000 Aramco Innovator Cash Prize
  • $1,000 Anbarci Family Company Showcase Prize
  • $500 Mercury Fund Elevator Pitch Competition Prize – Consumer Hard Tech

Legion Platforms, Arizona State University — $535,500

The startup won second place for its multiplayer gaming platform that can be accessed with slow internet speeds.

  • $100,000 Anderson Family Fund & Finger Interests Second Place Investment Prize
  • $200,000 Goose Capital Investment Prize
  • $100,000 The OWL Investment Prize
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $500 Mercury Fund Elevator Pitch Competition Prize – Consumer

Imagine Devices, University of Texas at Austin — $111,000

The pediatric medical device company won third place for its multifunction neonatal feeding tube, known as Trinity Tube

  • $50,000 Anderson Family Fund & Finger Interests Third Place Investment Prize
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $25,000 The Eagle Investors Investment Prize
  • $1,000 Anbarci Family Company Showcase Prize

Altaris MedTech, University of Arkansas – $16,000

The startup won fourth place for its pain-free strep test.

  • $5,000 Norton Rose Fulbright Fourth Place Prize
  • $1,000 Mercury Fund Elevator Pitch Competition Prize — Overall Winner

Routora, University of Notre Dame & University of Texas at Austin – $15,500

The team won fifth place for its route optimization app that works to reduce fuel costs, travel time and carbon emissions

  • $5,000 Chevron Fifth Place Prize
  • $500 Mercury Fund Elevator Pitch Competition Prizes — Digital

DialySafe, Rice University — $15,500

The startup won sixth place for its technology that aims to make at-home peritoneal dialysis simpler and safer.

  • $5,000 ExxonMobil Sixth Place Prize
  • $500 Mercury Fund Elevator Pitch Competition Prizes — Life Science

Arrow Analytics, Texas A&M University – $16,000

The startup won seventh place for its AI-powered sizing system for carry-on baggage.

  • $5,000 Shell Ventures Seventh Place Prize
  • $1,000 Anbarci Family Company Showcase Prizes


Other significant prizes included:

BiliRoo, University of Michigan – $26,000

  • $25,000 Southwest National Pediatric Device Consortium Pediatric Device Cash Prize
  • $1,000 Anbarci Family Company Showcase Prizes

BeamFeed, City University of New York – $25,000

  • $25,000 Amentum and WRX Companies Rising Stars Space Technology and Commercial Aerospace Cash Prize

Grapheon, University of Pittsburgh — $20,000

  • $20,000 Aramco Innovator Cash Prize

A total of $75,000 in in-kind legal services was awarded to all finalists. The grand prize winner, BRCĒ, also received a chief financial officer consulting prize worth $40,000. Each competing startup received at least $950 in prizes for placement in the competition.

“The Rice Business Plan Competition has grown into far more than a competition—it’s a proving ground for founders and a catalyst for real company formation, as well as a catalyst for building the Houston entrepreneurial ecosystem,” Brad Burke, associate vice president of Rice Innovation and executive director of Rice Alliance, said in a news release. This year's event was Burke’s final RBPC after nearly 25 years of leadership.

Last year, the Rice Business Plan Competition facilitated over $2 million in investment and cash prizes. According to Rice, more than 910 startups have raised more than $6.9 billion in capital through the competition over the last 25 years.

See a full list of this year's winners and stream rounds from the competition here.

Here's the income it takes to live comfortably in Houston in 2026

Money Talk

2026 report analyzing how much it costs to live "in sustainable comfort" in the biggest U.S. cities has found Houston residents have the 11th lowest salary requirement to live a comfortable life in 2026.

SmartAsset's annual report found single adult residents in Houston need to make $89,981 a year to qualify as "financially stable." Compared to last year, single Houstonians needed to make $83 more to live comfortably in the city.

Families with two working parents and two children need to make a household income of $204,672 to have a financially stable life in Houston, the report found. That's almost $2,000 less than what families needed to make last year.

To determine the rankings, SmartAsset's analysts examined 100 of the largest U.S. cities and used the latest cost of living data – such as the costs for housing, food, transportation, and income taxes where applicable – from the MIT Living Wage Calculator for childless individuals and for two working adults with two children.

For the purpose of the study, the 50/30/20 budgeting strategy was used to determine "comfortable lifestyle" costs for both individuals and families: 50 percent of income to cover needs and living expenses, 30 percent for "wants," and 20 percent for savings or paying down debt.

Here's breakdown of a Houston resident's comfortable lifestyle based on SmartAsset's findings:

  • $44,991 dedicated to needs and living expenses
  • $26,994 dedicated to wants
  • $17,996 dedicated to savings or debt repayment

This is SmartAsset's interpretation of a comfortable lifestyle for families of four:

  • $102,336 dedicated to needs and living expenses
  • $61,402 dedicated to wants
  • $40,934 dedicated to savings or debt repayment
SmartAsset said single individuals and families should compare the fluctuating local cost of living and their long-term goals to fully "understand the context" of their respective household incomes. But it's worth pointing out that a financially stable life in Houston isn't quite attainable for many residents: The city had a median household income of $64,361 in 2024, according to the U.S. Census Bureau.

Comfortable salaries in other Texas cities

Elsewhere in Texas, the report found that families in the Dallas-Fort Worth suburbs Frisco and McKinney "are closest to a comfortable salary."

"In Frisco, the median household earns $145,444 – substantially higher than the national median of $83,730," the report's author wrote. "This figure also accounts for 63.1 percent of the $230,464 income a family of four in Frisco needs to live comfortably. In McKinney, TX, the $124,177 median household income accounts for 53.9 percent of the $230,464 needed."

Both cities also tied with Plano for the 29th highest salary needed nationally to live comfortably in 2026. Single adults living in these cities need to make $109,242 a year to live a financially stable life this year.


On the opposite end, San Antonio has the lowest salaries needed to live comfortably in the U.S. Single adults only need to make $83,242 a year, and $192,608 for families of four.

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