Mark Cuban calls AI ‘the greater democratizer’ for young entrepreneurs

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Mark Cuban described AI as "the great democratizer" for low-income, young people at the Clover x Shark Tank Summit this month. Photo courtesy Clover.

Texas billionaire Mark Cuban—whose investment portfolio includes Houston-based Holliball, a startup that makes and sells large inflatable holiday ornaments—believes AI is leveling the playing field for budding low-income entrepreneurs.

At the recent Clover x Shark Tank Summit in Las Vegas, the Shark Tank alum called AI “the greater democratizer.”

Cuban told Axios that free and low-cost AI tools enable disadvantaged teenagers to compete with seasoned professionals.

“Right now, if you’re a 14- to 18-year-old and you’re in not-so-good circumstances, you have access to the best professors and the best consultants,” Cuban said. “It allows people who otherwise would not have access to any resources to have access to the best resources in real time. You can compete with anybody.”

While Cuban believes AI is “the great democratizer” for low-income young people, low-income workers still face hurdles in navigating the AI landscape, according to Public Works Partners, an urban planning and consulting firm. The firm says access to AI among low-income workers may be limited due to cost, insufficient digital literacy and infrastructure gaps.

“Without adequate resources and training, these workers may struggle to adapt to AI-driven workplaces or access the educational opportunities necessary to acquire new skills,” Public Works Partners said.

Texas 2036, a public policy organization focused on the state’s future, reported in January AI jobs in Texas are projected to grow 27 percent over the next decade. The number 2036 refers to the year when Texas will celebrate its bicentennial.

As for the current state of AI, Cuban said he doesn’t think the economy is witnessing an AI bubble comparable to the dot-com bubble, which lasted from 1998 to 2000.

“The difference is, the improvement in technology basically slowed to a trickle,” Cuban said of the dot-com era. “We’re nowhere near the improvement in technology slowing to a trickle in AI.”

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Berkley Luck and Pedro Silva, co-founders of Milkify, join the Houston Innovators Podcast to discuss the impact of their successful Shark Tank experience. Photo courtesy of Milkify

Houston startup founders prepare to scale globally following Shark Tank success

HOUSTON INNOVATORS PODCAST EPISODE 205

While Milkify's founders — husband and wife team Pedro Silva and Berkley Luck — secured partners on a popular business pitch and investment show, the entire experience almost didn't happen.

Silva and Luck, who got her PhD in molecular and biomedical s at Baylor College of Medicine, founded the company to provide breast milk freeze drying as a service to Houston-area families. Now, Milkify has customers across the country, but the duo didn't know if going through the process would be worth the investment and publicity, or if it would just be a distraction.

"The competitor in me wanted to be the first breast milk company to go on the show and to tell our story to the world — to show the world what my wife came up with that we thought was so great," Silva says on the Houston Innovators Podcast. "It was probably the scariest 45 minutes of my life."

But the sharks bit. Milkify's episode aired in April, and two investors — Gwyneth Paltrow and Lori Greiner — agreed to a $400,000 convertible note for 20 percent equity in the company. Paltrow even said on the show that she would have used the service when she was breastfeeding.

"It was empowering," Luck says of getting to wear her white coat on TV and share the story of how she came up with the idea of Milkify. "It was important to me when we went on the show to express that this had a scientific basis, that we didn't start this lightly, and that we've made huge strides in doing this in the absolute safest way possible."

Silva says they can't talk about some of the details of the show or the deal, but since then, Milkify has reached new customers, received additional investment interest, grown its team, and built out its plan to scale, the founders shared on the podcast. The team also shares its big-picture scale plans, which include tapping international partners to potentially take Milkify's tech global.

"Our vision is for every family to have access to breast milk formula, but instead of re-creating breast milk in a lab, we're doing it with mom's own milk," Silva says, mentioning a partnership with a breast milk bank that will convert its operation from freezing to freeze drying donated milk. "We're also working with groups in the UK and Australia to launch similar services using our patented technology."

"By the end of the year, we hope to see some announcements with those partnerships across the globe."

From the beginning, the importance of Milkify's team has been on supporting working parents to give them the best way to care for their families, Silva says. And for Luck — who says she's proud of the integrity Milkify has at its core despite competitors offering lower-quality and, in some cases, dangerous alternatives — she sees a lot of research benefits for the company.

"It's amazing to be at this leading edge, not just of innovation but of research, and to be able to still put out meaningful advances as an industry partner, not just as an academic," Luck says, adding that she hopes to be able to continue to contribute to the ongoing research into breast milk.

Luck and Silva share more about their Shark Tank experience, their co-founder strengths, and the future of Milkify on the podcast. Listen to the interview here — or wherever you stream your podcasts — and subscribe for weekly episodes.

Houston-based Milkify will pitch their freeze-drying breast milk concept on Shark Tank this Friday. Photo courtesy of Milkify

Houston startup with breast milk freeze-drying tech heads to Shark Tank

coming to a TV near you

A Houston startup is competing in the "Super Bowl of Business," as founder Pedro Silva calls it, and you can watch the action later this week.

Milkify will appear on ABC’s “Shark Tank” this Friday, April 7. Silva, co-founder and CEO, created Milkify along with his wife, Berkley Luck, PhD, in 2019. Today, Luck is a mom, COO, and a molecular biologist, but she had the idea for the company back in grad school. A coworker was struggling with pumping breast milk “lugging the pump back to work,” as Luck puts it.

Luck was studying probiotics at the time and was using a freeze-dryer in her work. The problem inspired her to create a process of freeze-drying breast milk that is now patent pending. The trademarked process is centered around SafeDry, special freeze-drying pouches.

“The breast milk never makes contact with our equipment,” Luck explains. The powdered milk is transferred directly from the bag in which it’s freeze-dried to the final packaging under sterile conditions. The result is not only shelf-stable, but keeps for at least three years, exponentially longer than frozen milk.

Silva admits that when Luck first pitched Milkify to him, he thought it was a crazy idea. “But Berkley is way smarter than I am. There must be something to it,” he realized. At the time, he was working in energy private equity. But he vowed that if they could find a viable path to making Milkify a business, he would join Luck full-time.

Early in the company’s life, the couple purchased a blue van that said “We will freeze-dry your breast milk,” recalls Silva. This grassroots marketing introduced them to a neighbor whose baby refused to drink her frozen milk. “He spat it out, he hated the taste,” Silva says. The pair freeze-dried her milk for the baby and their neighbor soon sent a video of the little one chugging six ounces of her rehydrated milk.

“That was the lightbulb moment,” says Silva. “How often do you get to work on something really meaningful?”

Since its founding, Milkify has freeze-dried and powdered more than half a million ounces of breast milk, all carefully preserved and packaged individually. Last October, Milkify opened what Luck claims is, “The only GMP-certified processing facility in the world right now specifically designed for freeze-drying breast milk.”

The 6,400-square-foot Houston space is a vast improvement from the previous 200-square-foot facility. That was thanks to raising $1.2 million in funds, which has also allowed them to build a larger staff.

“Our entire workforce at this point other than Pedro is moms,” says Luck. Including the couple, they are a team of 10, and just hired two additional members. They are currently looking to hire, says Silva, with roles including both operations and logistics associates. Experience, he says, is less important than conscientiousness and a good attitude, as they will train their new hires in-house.

And Milkify is about to receive more attention than ever with its appearance on “Shark Tank.” “Getting on a national stage to share our story was the main motivation for it,” says Luck. That translates to both education about the potential for freeze-drying breast milk, and about Milkify’s unique model.

“We started this business as a labor of love. It wasn’t just a financial reason,” says Silva. “This can actually help a lot of people. This is a way to spread the word.” And in the process, help countless moms and babies.

Berkley Luck and Pedro Silva — the wife and husband team behind Milkify — appear on Shark Tank this Friday. Photo courtesy of Milkify

Sugar Land-based Fish Fixe floated their seafood delivery service on Shark Tank last year. Photo via Shark Tank

After catching a deal on Shark Tank, these Houston-area fish foodies swim toward more funding

reeling in cash

The benefits of working more fish into your diet are as endless as the vast ocean itself, but going about buying and cooking fish is an expensive and daunting process.

Houstonians Melissa Harrington and Emily Castro thought they could help and launched Fish Fixe in 2017 to tackle these challenges and bring high quality seafood direct to consumers. Fish Fixe delivers seafood with easy-to-access instructions on storage and thawing — plus cooking recipes that take around 20 minutes.

The duo launched the company in 2017 and appeared on the 13th season of Shark Tank last year. In 2020, with more people avoiding grocery stores and restaurants, they saw a 400-percent increase in sales. They pitched asking for $200,000 in investment. Lori Greiner, the "queen of QVC," took the bait — and 25 percent equity.

“COVID-19, which forced more people to eat at home and adopt direct-to-consumer services, and Shark Tank were both spring boards for our sales, and through these events we've been able to retain many customers,” says Harrington.

In order to sustain this growth and provide more opportunities to scale, Harrington and Castro put the Shark Tank investment into their distribution line and moved everything into a centralized distribution center which replenishes distribution centers in other parts of the country.

“By late Q2, we will have four distribution centers that can hit 99 percent of the US in less than two days,” says Harrington.

Up next, Harrington and Castro have their sights set on the customer experience and the content space, which they hope to support with some outside funding.

“We are going to go raise some money because we truly feel that with the right resources we can scale and serve more people and spread the message,” says Harrington. “The hard work, we kind of feel like, has already been done in the setup and now it’s time to go have fun and go market, which is really fun.”

Prior to Fish Fixe, Harrington and Castro both worked in food and beverage. Harrington worked in the live lobster business and sold lobsters to high-end Houston restaurants and HEB. Castro worked in wine and spirits and managed a team of 50 sales professionals. Leveraging that depth of experience, they were able to bring Fish Fixe from concept to market in 90 days.

Breathe easy. HiccAway relieves hiccups instantly. HiccAway/Instagram

Texas doctor dives into Shark Tank with invention that stops hiccups

shark bait

Humans are weird. Take, as a perfect example, the phenomenon of hiccups — the sudden and involuntary spasm of the diaphragm muscle between regular breaths. All humans experience them, and so do other mammals and even amphibians. But we’re guessing other animals don’t approach treating hiccups in the wacky ways humans do.

For instance, some less-than-successful hiccup remedies of lore include sipping water upside down (and subsequently trying to not drown), holding one’s breath for a long time (and often hiccupping throughout the hold anyway), sucking on a peppermint, gagging oneself or pulling on the tongue, and even gobbling up a spoonful of peanut butter to help change the breathing and swallowing pattern.

The truth is those ideas are mostly a waste of breath. Luckily, one San Antonio doctor has invented a device that supposedly instantly relieves hiccups — and his invention is getting so much attention that he’s even hooked a chance to pitch the product on a new episode of ABC’s entrepreneurial-focused reality show, Shark Tank.

Dr. Ali Seifi, a neurointensivist at UT Health San Antonio and the inventor of the aptly named HiccAway, will appear on an episode of Shark Tank that airs tonight, January 21 at 7 pm.

HiccAway, a straw-like device that a hiccup sufferer uses to sip water through, is likely to wow the sharks — maybe even take their breath away? — as it is the world’s first scientifically proven medical product that safely relieves hiccups.

In fact, HiccAway was recently the subject of an article in JAMA Network Open, a publication of the Journal of the American Medical Association Network. The article addresses a four-month cross-sectional study of 249 participants from multiple countries that found that HiccAway stopped hiccups in almost 92 percent of cases and was rated a heck of a lot more favorably than home remedies.

“I believe that the science behind our product is what makes our product trustworthy and reliable. There are many hiccup remedies that are all hit and miss with no exact science to them,” Seifi says. “Some healthcare products claim they can cure a medical condition, but they don’t have scientific backup to support the product. I can confidently state that HiccAway is one of the few products on Shark Tank so far with a strong published research study as a backup.”

While hiccups are simply an annoyance for most of us, they can also be chronic for patients with cancer, meningitis, multiple sclerosis, stroke, traumatic brain or thoracic injury, and even for patients who have had surgery that requires anesthesia.

“After I witnessed my own neurology patients suffering from hiccups without an effective treatment, I was inspired to develop a safe and effective device that would be simple to use and easily available to all people,” Seifi says. “When you forcefully sip water through the device, it keeps the phrenic and vagus nerves occupied, so they don’t have enough time to cause unwanted spasms in the diaphragm. This interruption stops the hiccups.”

While the HiccAway device is already available to purchase through hiccaway.com and on Amazon, as well as at walmart.com and even in H-E-B stores throughout South Texas and at heb.com, Shark Tank (which boasts a viewing audience of about 7 million) could propel HiccAway and Seifi into a new realm of entrepreneurial success.

“For me, the experience was surreal,” says Victor Fehlberg, president and CEO of Higher Innovations Inc., which manufactures and distributes HiccAway from the Denver area. “It took so long to prepare, so much time was spent waiting, that when the pitch and appearance were finally recorded, it went too fast. It was like I was dreaming because it had been so long in the making.”

The Shark Tank appearance is likely a dream come true for Seifi and the HiccAway team — and a total breath of fresh air for the hiccup-suffering public.

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This article originally ran on CultureMap.

Tyla-Simone Crayton got a big boost from Kendra Scott on Shark Tank. Photo courtesy of Shark Tank

Houston-area teen scores golden investment from Kendra Scott on Shark Tank

teen-trepreneur

A17-year-old entrepreneur from Missouri City has struck gold with her business, thanks to a Texas-based jewelry superstar.

Tyla-Simone Crayton, who is CEO of her wing-style sauce company Sienna Sauce, scored a $100,000 investment for her business on a recent episode of Shark Tank.

Austin-based jewelry and design maven, Kendra Scott, a guest on the show, took a chance on the Houston-area teen. In return, Scott, who boasts a billion-dollar brand, nets 20 percent of Crayton's company.

"I was so impressed with Tyla-Simone's creativity and drive during her pitch in the tank," Scott tells CultureMap. "As a fellow female entrepreneur and Texan, I'm excited to see our partnership grow."

Crayton first created her own wing-style sauce when she was a mere 8 years old. She and her family, who originally hail from Brooklyn, New York, started selling wings out of their Sienna Plantation home (hence the company name) and quickly hatched a plan for a business. She launched Sienna Sauce when she was 14.

"I would wake up Sunday mornings, hand-bottle the sauce, package it, and then sell it to my local community," Crayton told CultureMap news partner ABC13. "Once I got enough money from that, we were able to go to a professional manufacturer and get my sauce manufactured."

In the episode, Crayton credited Shark Tank for inspiring her to start a business and even harked to a time when her family was homeless. The Sharks were visibly moved and impressed; Scott praised the young entrepreneur, calling her "amazing," declaring, "I am the Shark for you," and promising help with distribution, shelf space, and more.

Sienna Sauce is available in three flavors: tangy, lemon pepper, and spicy. Currently, Clayton's products are available on Amazon and in more than 70 independent stores and chains across Texas and the U.S. — including five H-E-B stores in the Houston area.

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This article originally ran on CultureMap.

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Houston booms as No. 2 U.S. metro for new home construction

Construction Boom

Driven by population growth, more residential rooftops are popping up across Houston and the rest of Texas than anywhere else in America.

Using data from the U.S. Census Bureau and Zillow, Construction Coverage found 65,747 new residential units were authorized in greater Houston in 2024. That figure landed Houston in second place among major metro areas for the total number of housing permits, including those for single-family homes, apartments, and condos.

Just ahead of Houston was the Dallas-Fort Worth Metroplex, which took first place with 71,788 residential permits approved in 2024. In third place was the country’s largest metro, New York City (57,929 permits).Elsewhere in Texas, the Austin metro ranked sixth (32,294 permits), and the San Antonio metro ranked 20th (14,857 permits).

Construction Coverage also sorted major metro areas based on the number of new housing units authorized per 1,000 existing homes in 2024. Raleigh, North Carolina, held the No. 1 spot (28.8 permits per 1,000 existing homes), followed by Austin at No. 2 (28.6), DFW at No. 3 (22.2), Houston at No. 4 (21.6), and San Antonio at No. 13 (13.6).

A Newsweek analysis of Census Bureau data shows building permits for 225,756 new residential units were approved in 2024 in Texas — a trend fueled largely by activity in DFW, Houston, Austin, and San Antonio. That put Texas atop the list of states building the most residential units for the year.

Through the first eight months of last year, 145,901 permits for new residential units were approved in Texas, according to Census Bureau data. That’s nearly 80,000 permits shy of the 2024 total.

Among the states, Construction Coverage ranks Texas sixth for the number of residential building permits approved in 2024 per 1,000 existing homes (17.9).

Extra housing is being built in Texas to meet demand spurred by population growth. From April 2020 to July 2024, the state’s population increased 7.3 percent, the Census Bureau says.

While builders are busy constructing new housing in Texas, they’re not necessarily profiting a lot from homebuilding activity.

“Market conditions remain challenging, with two-thirds of builders reporting they are offering incentives to move buyers off the fence,” North Carolina homebuilder Buddy Hughes, chairman of the National Association of Home Builders, said in a December news release. “Meanwhile, builders are contending with rising material and labor prices, as tariffs are having serious repercussions on construction costs.”

5+ must-know application deadlines for Houston innovators

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Editor's note: As 2026 ramps up, the Houston innovation scene is looking for the latest groups of innovative startups that'll make an impact. A number of accelerators and competitions have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

2026 HCC Business Plan Competition

Deadline: Jan. 26

Details: HCC’s annual Business Plan Competition (BPC) is an opportunity for proposed, startup and existing entrepreneurs to develop focused plans to start or grow their businesses. Accepted teams will be announced and training will begin in late February and run through early June, with six free, three-hour training sessions. Advising will be provided to each accepted team. Applicants can apply as a team of up to five persons. Finalists will present to to gudges on May 27, 2026. Last year, $26,000 was awarded in seed money to the top five teams. In-kind prizes were also awarded to all graduating teams including free products, services and memberships, with an estimated in-kind value totaling $147,000. Find more information here.

University of Houston Technology Bridge Innov8 Hub (Spring 2026)

Deadline: Jan . 30

Details: UHTB Innov8 Hub’s immersive, 12-week startup acceleration program designed to help early-stage founders launch and scale their technology startups. Selected participants will gain access to expert mentors and advisors, collaborate with a cohort of peers, and compete for cash prizes during our final pitch event. The cohort begins Feb. 16, 2026. The program culminates in Pitch Day, where participants present their ventures to an audience of investors and partners from across the UH innovation ecosystem. Find more information here.

Rice Business Plan Competition 2026

Deadline: Jan. 31

Details: The Rice Business Plan Competition, hosted by the Rice Alliance for Technology and Entrepreneurship, gives collegiate entrepreneurs real-world experience to pitch their startups, enhance their business strategy and learn what it takes to launch a successful company. Forty-two teams will compete for more than $1 million in cash, investments and prizes on April 9-11, 2026. Find more information here.

Rice Veterans Business Battle 2026

Deadline: Jan. 31

Details: The Rice Veterans Business Battle is one of the nation’s largest pitch competitions for veteran-led startups, providing founders with mentorship, exposure to investors and the opportunity to compete for non-dilutive cash prizes. The event has led to more than $10 million of investments since it began in 2015. Teams will compete April 8-9, 2026. Find more information here.

TEX-E Fellows Application 2026-2027

Deadline: Feb. 10

Details: The TEX‑E Fellowship is a hands-on program designed for students interested in energy, climate, and entrepreneurship across Texas. It connects participants with industry mentors, startup founders, investors and academic leaders while providing practical, "real-world" experience in customer discovery, business modeling, and energy-transition innovation. Fellows gain access to workshops, real-world projects, and a statewide network shaping the future of energy and climate solutions. Participants must be a student at PVAMU, UH, UT Austin, Rice University, MIT or Texas A&M. Find more information here.

Greentown Go Make 2026

Deadline: March 10

Details: Greentown Go Make 2026 is an open-innovation program with Shell and Technip Energies. The six-month program is advancing industrial decarbonization by accelerating catalytic innovations. Selected startups will gain access to a structured platform to engage leadership from Shell and Technip Energies and explore potential partnership outcomes, including pilots and demonstrations. They’ll also receive networking opportunities, partnership-focused programming, and marketing visibility throughout the program. The cohort will be selected in May. Find more information here.

Houston startups closed $1.75 billion in 2025 VC funding, says report

by the numbers

Going against national trends, Houston-area startups raised 7 percent less venture capital last year than they did in 2024, according to the new PitchBook-NVCA Venture Monitor report.

The report shows local startups collected $1.75 billion in venture capital in 2025, down from $1.89 billion the previous year.

Houston-based geothermal energy company Fervo Energy received a big chunk of the region’s VC funding last year. Altogether, the startup snagged $562 million in investments, as well as a $60 million extension of an existing loan and $45.6 million in debt financing. The bulk of the 2025 haul was a $462 million Series E round.

In the fourth quarter of last year, Houston-area VC funding totaled $627.68 million. That was a 22 percent drop from $765.03 million during the same period in 2024. Still, the Q4 total was the biggest quarterly total in 2025.

Across the country, startups picked up $339.4 trillion in VC funding last year, a 59 percent increase from $213.2 trillion in 2024, according to the report. Over the last 10 years, only the VC total in 2021 ($358.2 trillion) surpassed the total from 2025.

Nationwide, startups in the artificial intelligence and machine learning sector accounted for the biggest share of VC funding (65.4 percent) in 2025, followed by software-as-a-service (SaaS), big data, manufacturing, life sciences and healthtech, according to the report.

“Despite an overall lack of new fundraising and a liquidity market that did not shape up as hoped in 2025, deal activity has begun a phase of regrowth, with deal count estimates showing increases at each stage, and deal value, though concentrated in a small number of deals, falling just [8 percent] short of the 2021 figure,” the report reads.

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