This week's innovators to know are focused on using artificial intelligence in data management, banking for startups, and 5G awareness in Houston. Courtesy photos

This year, Houston's innovation ecosystem is set to change tenfold — from the rise of 5G to burgeoning startup and entrepreneurial hubs emerging across town.

Today's featured innovators know a bit about these movements — from an entrepreneur using artificial intelligence in data management for his clients to a banking exec who went all-in on startups.

Tony Nash, founder and CEO of Complete Intelligence

tony nash

Courtesy of Complete Intelligence

Every company wishes they have a crystal ball when it comes to making business decisions, and while a physical iteration of that wish isn't possible, Tony Nash has developed the next best thing for his clients at his startup, Complete Intelligence.

Founded in 2015, Complete Intelligence is an AI platform that forecasts assets and allows evaluation of currencies, commodities, equity indices and economics. The Woodlands-based company also does advanced procurement and revenue for corporate clients.

"We've spent a couple years building this," says Nash in a recent InnovationMap interview. "We have a platform that is helping clients with planning, finance, procurement and sales and a host of other things. ... We built a model of the global economy and transactions across the global economy, so it's a very large, very detailed artificial intelligence platform." Read more.

Brian Richards, Houston innovation hub director at Accenture and board member at Houston Exponential

brian richards

Courtesy of Accenture

The rise of 5G in Houston feels familiar to Brian Richards. He writes in a recent guest column that the development of the technology is similar to the moment in Houston's history when NASA landed a man on the moon.

There are a few similarities Richards expresses in his article, as well as providing more information about 5G itself, but the undeniable fact is 5G will create a lasting impact in Houston.

"Above all, as Houston continues to race toward building a world-class innovation ecosystem and a sustainable, thriving economy, we simply can't take our foot off the gas in the 5G race — much like the moon race," he writes. "It's an imperative that the region continue to lead in 5G network adoption and that our local industries and businesses envision, plan and develop new ways of working." Read more.

Jimmy Allen, executive vice president and chief operating officer of Texas Citizens Bank

jimmy allen

Courtesy of Texas Citizens Bank

It's become a bit of a trend to see banks taking a bet on startups — Capital One, for instance, has even entered the coworking industry itself. And one Houston-area bank has become an early adopter of this trend locally.

Jimmy Allen, executive vice president and chief operating officer of Texas Citizens Bank, says the bank's new 3,900-square-foot location — its seventh branch in the Houston area — fits perfectly within The Cannon's 120,000-square-foot building in West Houston, which Texas Citizens helped build. The branch opened in December 2019; the grand opening is planned for January 2020.

"Owner-operated businesses are both the genesis of our business model and [a] key customer segment served," says Allen, who was named to his position in November. "A subset of that group certainly includes young, relatively new companies, which favor the current trend in coworking or live-work-play communities." Read more.

As a part of a national trend, a Houston bank has moved into a space in Houston's largest coworking hub. Texas Citizens Bank/Facebook

Local bank commits to Houston startup scene by setting up shop in The Cannon

Moving in

Pasadena-based Texas Citizens Bank is getting cozy with current and potential customers at its new branch within The Cannon coworking campus.

Jimmy Allen, executive vice president and chief operating officer of Texas Citizens Bank, says the bank's new 3,900-square-foot location — its seventh branch in the Houston area — fits perfectly within The Cannon's 120,000-square-foot building, which Texas Citizens helped build. The branch opened in December 2019; the grand opening is planned for February 2020.

"Owner-operated businesses are both the genesis of our business model and [a] key customer segment served," says Allen, who was named to his position in September. "A subset of that group certainly includes young, relatively new companies, which favor the current trend in coworking or live-work-play communities."

Aside from offering traditional banking products like loans and checking accounts, Texas Citizens serves as a financial consultant to startups that are occupants of The Cannon, according to Allen. Texas Citizens is now the official bank for The Cannon and Cannon Ventures, an angel investment network housed at the coworking space.

The Cannon is at 1334 Brittmoore Rd. in the Energy Corridor. It operates two other entrepreneurial hubs in Houston — one downtown and the other in the Post Oak area. Allen says branches could pop up in other locations of The Cannon.

"When we first opened the bank in 2006, our goal was to advise and assist owner-operated businesses … in the greater Houston area," Duncan Stewart, chairman and CEO of Texas Citizens, says in a release. "Our new location helps further that goal. This unique placement allows us to tap into new markets and assist more entrepreneurs in their financial and operational development."

Stewart plans to spend time at his bank's new branch at The Cannon, according to Texas Citizens. Irene Duque, senior vice president, manages the branch.

Texas Citizens' other branches are in the West University area of Houston as well as Pasadena, Baytown, Clear Lake, Nassau Bay, and Rosenberg. Its assets exceeded $540 million as of June 30, 2019.

Texas Citizens' outpost at The Cannon is part of a growing relationship between coworking spaces and banks. In some cases, banks are leasing vacant space to coworking tenants or are creating flexible office space within empty square footage, according to American Banker. In other cases, banks are tenants in coworking spaces, as is the situation with Texas Citizens at The Cannon.

One banking giant, Capital One, has entered the coworking sector in a significant way. The bank has established free-to-use coworking cafés that offer traditional financial services but also furnish access to Wi-Fi, charging stations, workspaces, community rooms, coffee, and pastries.

Across the country, Capital One operates roughly 40 cafés. None of the them are in the Houston area.

"The space feels WeWork-y, with marble tables, brand new chairs, spotless concrete floors, and private study rooms. The aesthetic is 'venture capital,'" a writer for Los Angeles magazine observed in November 2019 after visiting a Capital One Café.

The first Capital One Café opened in 2015 in Boston.

"In modeling the cafés, Capital One responded to what it heard from consumers: Bank branches were intimidating and stressful," the Wall Street Journal reported in November 2019. "At the cafés and branches, the employee dress code is relaxed, and customers can open accounts on iPads. The cafés also host community groups and hold workshops such as 'Talking Money With Your Honey,' which focuses on finances in relationships."
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With boost from Houston, Texas is the No. 1 state for economic development

governor's cup

Texas is on a 14-year winning streak as the top state for attracting job-creating business location and expansion projects.

Once again, Texas has claimed Site Selection magazine’s Governor’s Cup. This year’s honor recognizes the state with the highest number of economic development projects in 2025. Texas landed more than 1,400 projects last year.

Ron Starner, executive vice president of Site Selection, calls Texas “a dynasty in economic development.”

Among metro areas, Houston lands at No. 2 for the most economic development projects secured last year (590), behind No. 1 Chicago and ahead of No. 3 Dallas-Fort Worth.

In praising Houston as a project magnet, Gov. Greg Abbott cites the November announcement by pharmaceutical giant Lilly that it’s building a $6.5 billion manufacturing plant at Houston’s Generation Park.

“Growth in the Greater Houston region is a great benefit to our state’s economy, a major location for foreign direct investment and key industry sectors like energy, aerospace, advanced manufacturing, and life sciences,” Abbott tells Site Selection. “Houston is also home to one of the largest concentrations of U.S. headquarters for companies from around the world.”

In 2025, Fortune ranked Houston as the U.S. city with the third-highest number of Fortune 500 headquarters (26).

Texas retained the Governor’s Cup by gaining over 1,400 business location and expansion projects last year, representing more than $75 billion in capital investments and producing more than 42,000 new jobs.

Site Selection says Texas’ project count for 2025 handily beat second-place Illinois (680 projects) and third-place Ohio (467 projects). Texas’ number for 2025 represented 18% of all qualifying U.S. projects tracked by Site Selection.

“You can see that we are on a trajectory to ensure our economic diversification is going to inoculate us in good times, as well as bad times, to ensure our economy is still going to grow, still create new jobs, prosperity, and opportunities for Texans going forward,” Abbott says.

Houston e-commerce giant Cart.com raises $180M, surpasses $1B in funding

fresh funding

Editor's note: This article has been updated to clarify information about Cart.com's investors.

Houston-based commerce and logistics platform Cart.com has raised $180 million in growth capital from private equity firm Springcoast Partners, pushing the startup past the $1 billion funding mark since its founding in 2020.

Cart.com says it will use the capital to scale its logistics network, expand AI capabilities and develop workflow automation tools.

“This investment will strengthen our balance sheet and provide us with the flexibility to accelerate our strategic priorities,” Omair Tariq, CEO of Cart.com, said in a news release. “We’ve built a platform that combines commerce software with a scaled logistics network, and we’re just getting started.”

In conjunction with the funding, Springcoast executive-in-residence Russell Klein has been appointed to Cart.com’s board of directors. Before joining Springcoast, he was chief commercial officer at Austin-based Commerce.com (Nasdaq: CMRC). Klein co-led Commerce.com’s IPO, led the company’s mergers-and-acquisitions strategy and played a key role in several funding rounds.

“The team at Cart.com has demonstrated excellence in their ability to scale efficiently while continuing to innovate,” Klein said. “I’m excited to join the board and support the company as it expands its AI-driven capabilities, deepens enterprise relationships, and further strengthens its position as a category-defining commerce and fulfillment platform.”

Before this funding round, Cart.com had raised $872 million in venture capital and reached a valuation of about $1.6 billion, according to CB Insights. With the new funding, the startup has collected over $1 billion in just six years.

This is the income required to be a middle class earner in Houston in 2026

Cashing In

A new study tracking the upper and lower thresholds for middle class households across the nation's largest cities has revealed Houstonians need to make at least a grand more than last year to maintain their middle class status this year.

According to SmartAsset's just-released annual report, "What It Takes to Be Middle Class in America – 2026 Study," Houston households need to make anywhere from $42,907 to $128,722 to qualify as middle class earners this year.

Compared to 2025, Houstonians need to make $1,153 more per year to meet the minimum threshold for a middle class status, whereas the upper bound has stretched $3,448 higher. The median income for a Houston household in 2024 was $64,361, the study added.

SmartAsset's experts used 2024 Census Bureau median household income data for the 100 biggest U.S. cities and all 50 states and determined middle class income ranges by using a variation of Pew Research's definition of a middle class household, stating the salary range is "two-thirds to double the median U.S. salary."

In the report's ranking of the U.S. cities with the highest household incomes needed to maintain a middle class status, Houston ranked No. 80.

In the report's state-by-state comparison, Texas has the 24th highest middle class income range. Overall, Texas households need to make between $53,147 and $159,442 to be labeled "middle class" in 2026. For additional context, the median income for a Texas household in 2024 came out to $79,721.

"Often, the expectations that come with the term 'middle class' include reaching home ownership, raising kids, the comfort of modest emergency funds and retirement savings, and the occasional splurge or vacation," the report said. "And as the median household income varies widely across the U.S. depending on the local job market, housing market, infrastructure and other factors, so does swing the bounds on what constitutes a middle class income in America."

What it takes to be middle class elsewhere around Texas

Two Dallas-Fort Worth suburbs – Frisco and Plano – have some of the highest middle class income ranges in the country for 2026, SmartAsset found.

Frisco households need to make between $96,963 and $290,888 to qualify as middle class this year, which is the third-highest middle class income range nationwide.

Plano's middle class income range is the eighth highest nationally, with households needing to make between $77,267 and $231,802 for the designation.

Salary range needed to be a middle class earner in other Texas cities:

  • No. 28 – Austin: between $60,287 and $180,860
  • No. 40 – Irving: between $56,566 and $169,698
  • No. 44 – Fort Worth: between $55,002 and $165,006
  • No. 57 – Garland: between $50,531 and $151,594
  • No. 60 – Arlington: between $49,592 and $148,77
  • No. 61 – Dallas: between $49,549 and $148,646
  • No. 73 – Corpus Christi: between $44,645 and $133,934
  • No. 77 – San Antonio: between $44,117 and $132,352
  • No. 83 – Lubbock: between $41,573 and $124,720
  • No. 84 – Laredo: between $41,013 and $123,038
  • No. 89 – El Paso: between $39,955 and $119,864
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This article originally appeared on CultureMap.com.