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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Tech giant Apple doubles down on Houston with new production facility

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Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time.

The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple.

Last year, the Cupertino, California-based company announced it would open a 250,000-square-foot factory to produce servers for its data centers in the Houston area. The facility was originally slated to open in 2026, but Apple reports it began production ahead of schedule in 2025.

The addition of the Mac mini operations at the site will bring the footprint to about 500,000 square feet, the Houston Chronicle reports. The New York Times previously reported that Taiwanese electronics manufacturer Foxconn would be involved in the Houston factory.

Apple also announced plans to open a 20,000-square-foot Advanced Manufacturing Center in Houston later this year. The project is currently under construction and will "provide hands-on training in advanced manufacturing techniques to students, supplier employees, and American businesses of all sizes," according to the announcement. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

Apple doubles down on Houston with new production facility, training center Photo courtesy Apple.

“Apple is deeply committed to the future of American manufacturing, and we’re proud to significantly expand our footprint in Houston with the production of Mac mini starting later this year,” Tim Cook, Apple’s CEO, said in the news release. “We began shipping advanced AI servers from Houston ahead of schedule, and we’re excited to accelerate that work even further.”

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

Houston energy trailblazer Fervo taps into hottest reservoir to date

Heating Up

Things are heating up at Houston-based geothermal power company Fervo Energy.

Fervo recently drilled its hottest well so far at a new geothermal site in western Utah. Fewer than 11 days of drilling more than 11,000 feet deep at Project Blanford showed temperatures above 555 degrees Fahrenheit, which exceeds requirements for commercial viability. Fervo used proprietary AI-driven analytics for the test.

Hotter geothermal reservoirs produce more energy and improve what’s known as energy conversion efficiency, which is the ratio of useful energy output to total energy input.

“Fervo’s exploration strategy has always been underpinned by the seamless integration of cutting-edge data acquisition and advanced analytics,” Jack Norbeck, Fervo’s co-founder and chief technology officer, said in a news release. “This latest ultra-high temperature discovery highlights our team’s ability to detect and develop EGS sweet spots using AI-enhanced geophysical techniques.”

Fervo says an independent review confirms the site’s multigigawatt potential.

The company has increasingly tapped into hotter and hotter geothermal reservoirs, going from 365 degrees at Project Red to 400 degrees at Cape Station and now more than 555 degrees at Blanford.

The new site expands Fervo’s geologic footprint. The Blanford reservoir consists of sedimentary formations such as sandstones, claystones and carbonates, which can be drilled more easily and cost-effectively than more commonly targeted granite formations.

Fervo ranks among the top-funded startups in the Houston area. Since its founding in 2017, the company has raised about $1.5 billion. In January, Fervo filed for an IPO that would value the company at $2 billion to $3 billion, according to

Axios Pro.

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This article originally appeared on EnergyCapitalHTX.com.

11 Houston researchers named to Rice innovation cohort

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The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”