This week's roundup of Houston innovators includes Adrianne Stone of Bayou City Startups, Sarma Velamuri of Luminare, and Curtis Jackson of G-Unity Foundation. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from health tech to nonprofit — recently making headlines in Houston innovation.

Adrianne Stone, founder of Bayou City Startups

Every month, Adrianne Stone of Bayou City Startups hosts a happy hour for startup founders to create a safe space to network, collaborate, commensurate, and more. Photo courtesy of Adrianne Stone

Adrianne Stone knows firsthand how lonely the startup founder journey is, so she set out to help create a community for founders when she started Bayou City Startups last year. Now, Stone shares on the Houston Innovators Podcast that her monthly happy hours attract over 50 attendees on average.

"Being the venture associate with Capital Factory in Houston, I'd seen what the Houston ecosystem had to offer. There were events — happy hours, coffee meet-ups, all these things," Stone says on the show. "But it was not just a casual networking event usually. I wanted a consistent community where I could show up and say, 'guys, I had the worst week,' to people who got where I was coming from and who could commensurate or lean in and help."

The next opportunity to network with Bayou City Startups is Tuesday, July 18, from 5 to 7 pm at Kirby Ice House. Read more.

Sarma Velamuri, co-founder and CEO of Luminare

Sepsis has been the No. 1 killer hospitals, but this Houston startup has a tech to help mitigate the risk. Photo via Getty Images

When he was an internal medicine physician, Sarma Velamuri watched helplessly as a friend’s 22-year-old daughter lost her life to sepsis. He had to tell his friend that she would not be coming home.

“There are 300,000-plus people a year who die of sepsis,” says Velamuri. “It’s important that people understand it’s not just those who are most susceptible to infections.”

This fact is not only unfortunate, but preventable. And that’s why Velamuri, who describes himself as “a recovering hospitalist,” co-founded Luminare in 2014. A full-time CEO since 2017, Velamuri, who runs the company with co-founder and CTO Marcus Rydberg, is based in the TMC Innovation Factory. Read more.

Curtis Jackson, founder of the G-Unity Foundation

For the second year, Curtis Jackson's program supported Houston student entrepreneurs. Photo courtesy of G-Unity

Chances are, you've heard of 50 Cent — his 2003 album "Get Rich or Die Tryin'" was a soundtrack to many. But Curtis James Jackson III, 50 Cent's real name, has done a lot since gracing your radios. He moved to Houston in 2021 and founded the G-Unity Foundation. In May, he wrapped on the second year of the G-Unity Business Labs, a business development incubator for Houston Independent School District high schoolers.

"I’ve spent years donating my time and energy to communities in need. I started G-Unity to do the same—to give back to kids so they have it a little easier than I did," Jackson writes on the website. "Team building and entrepreneurship are skills I learned along the way, but they are so important to develop early. I look forward to G-Unity supporting programs that are doing the crucial work of teaching kids to excel at life."

Around 150 students participated, and the winners are splitting a $500,000 investment. Read more.

For the second year, Curtis Jackson's program supported Houston student entrepreneurs. Photo courtesy of G-Unity

50 Cent's Houston entrepreneurship program wraps with $500,000 investment into student-founded companies

student hustlers

The 50 Cent-backed high school entrepreneurship program wrapped up its second year of operation after helping over 100 Houston-area students build their small business plans.

G-Unity Business Labs, sponsored by Curtis James Jackson III — better known as 50 Cent — and Horizon International Group, allowed participants to build their own small businesses from the ground up. This year's cohort featured a variety of businesses, from a Caribbean hot dog food truck to a financial literacy course on personal finance.

In its second year, the program encouraged innovation and taught business acumen to entrepreneurial-minded high school students, culminating in an opportunity to create their dream companies. During this 28 week entrepreneurial internship program, around 150 students from Madison, Worthing, Yates, Kashmere, Booker T. Washington, and Wheatley high schools learned how to transform an idea they were passionate about into a full fledged product they can pitch to investors.

The after-school program consists of three stages – the first 20 weeks are about getting familiar with business concepts and building connections with peers and teacher volunteers. The next eight weeks are spent in the incubation phase as students are split up into teams and local entrepreneurs lead lessons, helping them workshop their ideas into a fleshed out corporation, before finally the teams compete in Hustle Tank, where students pitch their ideas to a panel of celebrity and entrepreneurial judges. At the event in May, the panel included 50 Cent and Mattress Mack. The five winning teams are now eligible to split $500,000 in seed money for their companies.

Summer Reeves, VP of design of Umbridge, is in charge of managing the incubation phase and said she has noticed a significant shift in the ideas the student groups have come up with between the two cohorts of the program; the first year saw flashier tech pitches. But during the second year of the program, Reeves said the students sought to address issues they see in their day-to-day lives, including a group who worked to develop support services to aid formerly incarcerated individuals after they are released.

“This year, a lot of students were more on the practical side,” Reeves tells InnovationMap. “We actually had three teams that were focused on mental health apps which I think is a great example of what youth today are really focused on.”

Reeves started off as a mentor to four teams during the incubation phase of the program last year providing students with guidance on how to set up their business plans, create prototypes, and pitch their companies to investors. After three of her teams won the Hustle Tank competition previously, she took over planning the incubation phase and recruiting other local entrepreneurs to act as mentors.

“We give them recommendations on how to pitch and how to frame their pitch but they also have the ability to get creative so we had some students who did short skits — some that did raps and spoken word type things — lots of creativity,” Reeves says.

Patrice Allen, senior manager of G-Unity Business Labs, said they use the students’ individual strengths and creative thought processes to place them into their teams, including asking them in interviews at the beginning of the year to try to sell her a pen to understand their pitching process.

“That’s the question the students always remember,” Allen says. “‘Sell us this pen or pick something out and sell it to us.’ It’s the weirdest thing and they love it.”

In building the teams at each school, Allen worked with educators to make sure every team had students with a variety of communication and planning skills as well as financial awareness. But Allen felt students were most successful when they incorporated their personal interests into their product design. The first place team of Hustle Tank, Caribbean Hot Dog Boyz, was especially emblematic of this mindset as they combined one member's background of selling hotdogs with another’s Caribbean heritage to create a food truck that sells the unexpected combo of oxtail hotdogs.

The first place team of Hustle Tank 2023 was Caribbean Hot Dog Boyz. Photo via @gunitybusinesslab/Instagram

“To actually taste the food that they prepared was phenomenal,” Allen says “I have never ever thought that oxtails on a hotdog would be good but everybody was floored.”

Elizabeth Martin, director of communications and marketing for Horizon who runs the behind the scenes of funding, said students from the winning teams are now working on solidifying their business plans to qualify for the funds from the G-Unity foundation to develop their companies. Martin also said 50 Cent will retain a relationship with these teams, acting with varying levels of involvement depending on his deal with the students as anything from a silent partner to an investor.

“They do not walk home with $500,000 in their back pocket,” Martin explains. “We are investing in (them) — not giving — it’s an investment.”

The future of this program is uncertain as the Texas Education Association’s takeover of HISD is still in its transition phase but Martin advised to keep a lookout for an ABC Nightline interview of 50 Cent discussing G-Unity Business Labs, which is expected to release soon.

"I’ve spent years donating my time and energy to communities in need. I started G-Unity to do the same—to give back to kids so they have it a little easier than I did," Jackson writes on the website. "Team building and entrepreneurship are skills I learned along the way, but they are so important to develop early. I look forward to G-Unity supporting programs that are doing the crucial work of teaching kids to excel at life.

Rob Schapiro of Microsoft joins the Houston Innovators Podcast to discuss DEI initiatives, translating between the tech in the energy sectors, AI, and more. Photo courtesy of Microsoft

Meet the innovator who's leveraging big tech to advance Houston's ecosystem equitably

HOUSTON INNOVATORS PODCAST EPISODE 188

At a glance, Rob Schapiro's resume might not make the most sense. A trained geologist with decades of experience in the energy sector, Schapiro made the move to Microsoft three years ago.

"I saw this disconnect between technology companies and energy companies — they didn't really speak the same language," he says on this week's episode of the Houston Innovators Podcast. "I thought I could help potentially solve this problem and work between the two as a sort of translator."

Now, as Microsoft’s Energy Acceleration Program director and site leader for the company’s Houston office, which is located in the Ion, Schapiro is deeply embedded in Houston's innovation ecosystem and is dedicated to helping advance Houston's role energy transition in a sustainable and equitable way.

Inspired by the murder of George Floyd, Schapiro says he sought out opportunities in his personal life to expand his contribution to the community as an ally, and he became a big brother in Big Brothers Big Sisters. Microsoft, too, is active in supporting the community through partnering with local organizations, including SUPERGirls SHINE Foundation, the G-Unity Foundation Inc., and more.

"This has been one of the most rewarding aspects of my job, that I've had the ability to leverage the might of Microsoft and my own privilege to have an impact on real people," Schapiro says. "Microsoft's mission is to empower every person and every organization on the planet to achieve more, and when you think about how you do that, it's really daunting. We realized that in order to do that, it's going to require a workforce that looks really different than it does today."

Microsoft knows too well the changing workforce, both from a diversity perspective and when it comes to artificial intelligence and other new technology. In its recent Work Trend Index report, the company found that, rather than being afraid of AI replacing jobs, the majority of the workforce is interested in applying AI to mundane tasks.

Schapiro shares more about his view of how AI will affect the workforce, plus what all the energy industry needs to focus on amid the energy transition, on the podcast. He also weighs in on how Houston's innovation ecosystem has evolved and where he hopes it's going. Listen to the interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.

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AI-powered Houston startup helps restaurants boost customer loyalty

order up

It’s no secret that restaurant trends move fast and margins run thin. And with the proliferation of platforms like Uber Eats, DoorDash and Easy Cater, customer loyalty is fleeting.

The solution?

How about an AI-powered restaurant technology platform that helps restaurant brands cut back on third-party platforms in favor of driving direct discovery, conversion and loyalty?

Enter Saivory. Founded in 2025 by Stephen Klein, a software investor, and Fajita Pete’s restaurateur Hugh Guill, the Houston-based startup aims to help eateries better understand and activate guest behavior across digital channels as AI increasingly reshapes how consumers discover and engage with brands.

In less than a year, Saivory has partnered with Shipley Do-Nuts and Fajita Pete’s to bring AI-powered ordering to life.

“With Saivory, we were able to answer the question of, ‘what if the ordering process could be reduced to a single step, where customers simply tell us what they want and AI takes care of the rest?’” Klein tells InnovationMap.

The Houston-based startup made such an immediate impact that it was selected as a semi-finalist during Start-Up Alley at MURTEC, the restaurant industry’s leading technology conference, which took place last month in Las Vegas.

“Houston is a great hub for technology innovation, and we were proud to represent the city at MURTEC this year,” says Klein. “We didn’t win, but we were able to talk about some of the work that we have existing in the market for clients right now and a little bit about what we’re working on in the future.”

In the current restaurant technology ecosystem, the third-party aggregators own the customer attention that brings volume to restaurants, while also taking big commissions and having control over the end relationships with the customer.

That can often make it difficult for restaurants to grow loyalty and repeat business from customers. Saivory aims to level the playing field for restaurants, helping them stay more connected to their customers.

Take Saivory’s recent application with Shipley’s Do-Nuts, for example.

Saivory powered the donut giant’s AI-ordering and launched Shipley's website and mobile app to support its over 300 locations in Texas alone.

Shipley’s new AI-powered assistant helps users create personalized order recommendations based on individual or group preferences. And unlike standard chatbox features, the new assistant makes custom recommendations based on multiple customer factors, including budgetary habits, individual flavor preferences and order size. It can also be used for large catering orders.

“They're seeing more traffic to the site and they're seeing when customers use our AI-enabled flows,” Klein says. “And they're seeing higher basket sizes, bigger tickets, by about 25 percent.”

Klein says Saivory’s technology helps strengthen first-party digital relationships, reduce friction and cart abandonment, improve average order value, and delivers personalized, efficient experiences.

“It’s a win-win: the customer gets the right order quickly, while the restaurant gets a bigger margin,” he adds.

Additionally, the technology makes it easier for restaurants to share rewards, loyalty and discounts, ultimately growing more direct traffic and making restaurants less reliant on third-party delivery apps.

Next up for Saivory is adding new components to its platform to enhance the relationship between restaurant and customer, as well as technology around making it easier for restaurants to get found on Google.

“A lot of people are still searching for the best donuts near me,” Klein says. “Or what’s the best Mexican food near me? Customers will increasingly move to AI, where they’re going to ask where they should eat dinner and expect it to just order them dinner. They will eventually expect the technology to know how to do that. So that’s what we’re driving at.”

Houston leads U.S. in population growth for 2025, Census says

Boomtown

Imagine that the Houston metro area swallowed a city the size of Pearland in just one year. That’s essentially what happened from 2024 to 2025, with the Houston metro ranking first in the U.S. for population growth based on the number of people.

New estimates from the U.S. Census Bureau show the 10-county Houston metro added 126,720 residents from July 1, 2024, to July 1, 2025. That’s just shy of Pearland’s roughly 133,000-resident tally.

To calculate population, the Census Bureau counts births, deaths, new residents, and moved-away residents.

Region’s population approaches 8 million

On July 1, 2025, the Houston metro’s population hovered slightly above 7.9 million, up 1.6 percent from the same time in 2024. In the very near future, the region’s population should break the eight million mark.

This follows massive growth in the past 20 years. From 2005 to 2025, the region’s population soared by 39 percent. By comparison, the growth rate from 2021 to 2025 sat at nine percent.

A forecast from the Texas Demographics Center indicates that under a middle-of-the-road scenario, the Houston metro’s population will reach nearly 8.5 million in mid-2030 and more than 9.5 million in mid-2040.

Dan Potter, director of Rice University’s Houston Population Research Center, attributes much of the region’s population surge to people moving to the area from outside the U.S. In Harris County, this means a combination of military personnel returning home, people living or working overseas coming back to the U.S., and immigrants relocating to the U.S., he tells CultureMap.

But Harris County fell short from 2024 to 2025 when it comes to people moving here from elsewhere in the U.S., according to Potter. Counties surrounding Harris County benefited from that trend, drawing new residents who preferred to settle in the suburbs.

“The incredible pull and attraction of the Houston area is its economy, its people, and its affordability, and the significant growth that was observed in 2024 and again in 2025 speaks to the magnetism of the region,” Potter says. “That pull to Houston is too strong to be turned off overnight.”

Cooling economy and immigration shifts slow down growth

Whether looking at urban or suburban places, population growth in the Houston area slowed in 2025 and appears to be slowing even more this year, Potter says.

“A cooling economy and changes to immigration policy are a one-two combination that could knock out the region’s population growth,” says Potter, citing the region’s addition of a less-than-expected 14,800 jobs in 2025 as an example.

Weaker population growth may not be felt evenly across the metro area, according to Potter.

A continuing influx of people from Houston to outlying counties such as Brazoria, Fort Bend, Liberty, Montgomery, and Waller could curb growth in Harris County, Potter said. Why? If the number of people arriving from other other countries flattens or even drops, then there could be “doughnut-style population growth for the next few years, where Harris County and Houston see declines while the suburban counties see an increase.”

Harris County represents 40 percent of region’s population lift

Houston-anchored Harris County accounted for almost 40 percent of the region’s population spike from 2024 to 2025. In one year, Harris County grew by 48,695 residents, or 1 percent, pushing its population past five million. That increase put Harris County in first place for numeric growth (rather than percentage growth) among all U.S. counties.

From 2020 to 2025, Harris County’s growth rate was 6.6 percent. It remains the country’s third largest county based on population, behind Southern California’s Los Angeles County and Illinois’ Chicago-anchored Cook County.

Harris County is on track to surpass Cook County in size in the near future. As of July 1, 2025, a nearly 150,000-resident gap separated population-losing Cook County and fast-growing Harris County.

The Texas Demographics Center predicts Harris County’s population will be 5.37 million in mid-2030 and just short of six million in mid-2040.

Suburban counties see significant population gains

Harris County isn’t the only county in the area that experienced a growth spurt from 2024 to 2025:

  • Waller County’s population climbed 5.69 percent, winding up at 69,858. Its growth rate ranked second among U.S. counties.
  • Liberty County’s population rose 4.4 percent to 121,364, putting its growth rate in eighth place among U.S. counties.
  • Montgomery County gained 30,011 residents, with its population landing at 781,194. That placed it at No. 4 among U.S. counties for numeric growth.
  • Fort Bend County picked up 24,163 residents, arriving at a total of 975,191 and positioning it at No. 8 among U.S. counties for numeric growth. Fort Bend County, the region’s second largest county based on population, is projected to break the one million-resident mark by July 2030, according to the Texas Demographics Center.

“Lower mortgage rates from 2009 to 2022 and the rise of remote work have made suburban housing more attractive, especially for families seeking affordability,” Pramod Sambidi, the Houston-Galveston Area Council’s assistant director of data analytics and research, said last year. “Additionally, suburban areas are seeing more multifamily developments than before the pandemic.”

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This article originally appeared on CultureMap.com.

5 Houston-area companies named among world's most innovative for 2026

In The Spotlight

Led by Conroe-based Hertha Metals, five organizations in the Houston area earned praise on Fast Company’s list of the World’s Most Innovative Companies of 2026.

Hertha Metals ranked No. 1 in the manufacturing category.

Last year, Hertha unveiled a single-step process for steelmaking that it says is cheaper, more energy-efficient and just as scalable as traditional steel manufacturing. It started testing the process in 2024 at a one-metric-ton-per-day pilot plant.

At the same time, Hertha announced more than $17 million in venture capital funding from investors such as Breakthrough Energy, Clean Energy Ventures, Khosla Ventures, and Pear VC.

“We’re not just reinventing steelmaking; we’re redefining what’s possible in materials, manufacturing, and national resilience,” Laureen Meroueh, founder and CEO of Hertha, said at the time.

Meroueh was also recently named to Inc. Magazine's 2026 Female Founders 500 list.

Hertha, founded in 2022, says traditional steelmaking relies on an outdated, coal-based multistep process that is costly, and contributes up to 9 percent of industrial energy use and 10 percent of global carbon emissions.

By contrast, Hertha’s method converts low-grade iron ore into molten steel or high-purity iron in one step. The company says its process is 30 percent more energy-efficient than traditional steelmaking and costs less than producing steel in China.

Last year, Hertha said it planned to break ground in 2026 on a plant capable of producing more than 9,000 metric tons of steel per year. In its next phase, the company plans to operate at 500,000 metric tons of steel production per year.

Here are Fast Company’s rankings for the four other Houston-area organizations:

  • Houston-based Vaulted Deep, No. 3 in catchall “other” category.
  • XGS Energy, No. 7 in the energy category. XGS’ proprietary solid-state geothermal system uses thermally conductive materials to deliver affordable energy anywhere hot rock is located. While Fast Company lists Houston as XGS’ headquarters, and the company has a major presence in the city, XGS is based in Palo Alto, California.
  • Houston-based residential real estate brokerage Epique Realty, No. 10 in the business services category. Epique, which bills itself as the industry’s first AI brokerage, provides a free AI toolkit for real estate agents to enhance marketing, streamline content creation, and improve engagement with clients and prospects.
  • Texas A&M University’s Nanostructured Materials Lab in College Station. The lab studies nano-structured materials to make materials lighter for the aerospace industry, improve energy storage, and enable the creation of “smart” textiles.
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This article first appeared on our sister site, EnergyCapitalHTX.com.