Tim Neal is the new CEO of AmPd Labs, a unique additive manufacturing startup in Houston. Photo via LinkedIn

As of last week, Tim Neal has a new job.

The Houston entrepreneur joined next-generation additive manufacturing company AmPd Labs founded by Sean Harkins and Brien Beach. Neal now serves as CEO of the company. He formerly served as co-founder and CEO of GoExpedi, a Houston-based industrial procurement solutions company.

Neal tells InnovationMap that he'd always been interested in the additive manufacturing sector, and sees a lot of potential for AmPd Labs in the industrial world in Houston — now more than ever.

“Within additive manufacturing, a lot of people focus on the medical and the aerospace sectors, but the industrial sector has been largely overlooked. Being in Houston, that really resonates,” Neal says. “The technology is now at a place that it can be at this production scale.”

The AmPd Labs facility, located in the Heights, works with its industrial clients through the entire life cycle — from initial design, fit and function, and onward. Neal says that what AmPd Labs provides for its customers is this comprehensive support at a rapid pace and in a nearshore capacity.

“We see a vision of ourselves as a digital manufacturing firm for manufacturers," he says. “The ability to very rapidly hard-to-make products and save that time, but also removing obsolete parts."

Additionally, AmPd Labs has a zero-waste process and can help its industrial clients with their ESG goals. The materials the company uses can be recycled and used again, Neal says.

"A lot of large industrial firms in Houston are focused on this new energy revolution, and that requires new technologies," he explains. "Many of these parts are hard to make."

Neal says he's sat on every side of the arena at this point, and he's bringing his background, including his experience with scaling a startup, to the table.

“We are big believers in the Houston economy," he says. "While the market might disagree at times, the green economy starts in Houston — the infrastructure is here, the companies wanting and needing to make that change are here.”

This week's roundup of Houston innovators includes Aleece Hobson of HX Venture Fund, Denis Akhiyarov of AiKYNETIX, and Sean Harkins and Brien Beach of AMPD Labs. Photos courtesy

4 Houston innovators to know this week

who's who

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

Aleece Hobson, venture partner for the HX Venture Fund

Aleece Hobson of HX Venture Fund shares what people can expect from Venture Houston on this week's episode of the Houston Innovators Podcast. Photo courtesy of HXVF

Today is a big day for Aleece Hobson — venture partner for the HX Venture Fund, a fund of funds investing in venture capital firms across the country that have interest in investing in Houston companies. She joined the Houston Innovators Podcast last week to discuss Venture Houston, which takes place today, and why it is so important to HXVF to showcase Houston.

"Houston is a destination for innovation — we are not a flyover city," she says on the show. Click here to read more and stream the podcast.

Denis Akhiyarov, CEO and co-founder of AiKYNETIX

Houston-based AiKYNETIX is equipping runners with high-tech tracking tools. Image courtesy of AiKYNETIX

Houstonain Denis Akhiyarov wanted to design a way to easily improve running performance. He founded AiKYNETIX uses real-time technology to provide a new option for runners on treadmills.

“Runners spend a lot of time, energy and money to run better,” says Akhiyarov, CEO and co-founder of the company. “In my personal life with training for nine marathons, I’ve seen limitations with wearables, they don’t actually track running form while running. Overall, our technology tracks not only your basic parameters but it can also analyze the human running form while in motion.”

AiKYNETIX, which was founded in January 2021, is positioned to replace power meters and can make a treadmill smarter. It has ability to plug into interactive video platforms for sports and serves as a much cheaper and more widely available analysis tool outside of motion capture labs, he says. Click here to read more.

Sean Harkins and Brien Beach, co-founders of AMPD Labs

Sean Harkins and Brien Beach opened AmPd Labs' space in the Heights last month. Images via ampdlabs.llc

Last year, Sean Harkins introduced his friend Brien Beach to the world of additive manufacturing, and together the duo saw a business opportunity not only for themselves — but also for all of Houston.

Harkins had been working in 3D printing and additive manufacturing — the process of creating an object by building it one layer at a time — for the last decade and studied industrial design at the University of Houston. Working together, Harkins and Beach launched AmPd Labs, Houston’s next-generation additive manufacturing facility for industrial design and production.

“There is a hill to climb with market acceptance, but we want to be the champions of that and Houston is just a great place to start this because it's the largest industrial city in America and there's so much industry here and there's tons of engineers in this community,” says Beach. “Houston is such a business-forward place. A ‘how can I help you’ type of business place.” Click here to read more.

Two innovators are bringing additive manufacturing opportunities to Houston. Image via Getty Images

New venture brings next-generation additive manufacturing to Houston

new to hou

Last year, Sean Harkins introduced his friend Brien Beach to the world of additive manufacturing, and together the duo saw a business opportunity not only for themselves — but also for all of Houston.

Harkins had been working in 3D printing and additive manufacturing — the process of creating an object by building it one layer at a time — for the last decade and studied industrial design at the University of Houston. Working together, Harkins and Beach launched AmPd Labs, Houston’s next-generation additive manufacturing facility for industrial design and production.

“I met Brien through a mutual friend and we started discussing this idea of an additive manufacturing center in Houston,” says Harkins, president of AmPd Labs.

AmPD Lab’s focus is to break down traditional engineering design constraints, forcing the question “can this be additively manufactured?” The facility uniquely enables the printing of metals through metal binder jetting technology.

Last week, the company opened its first dedicated space near the Heights that was built to be the production studio as well as a place to bring in potential partners interested in additive manufacturing.

“There is a hill to climb with market acceptance, but we want to be the champions of that and Houston is just a great place to start this because it's the largest industrial city in America and there's so much industry here and there's tons of engineers in this community,” says Beach. “Houston is such a business-forward place. A ‘how can I help you’ type of business place.”

In addition to the launch of the new facility, Beach and Harkins visualize they will soon create a trade-school-type concept of “Digital Craftsmen” for additive manufacturing and offer an educational platform to help build a skilled workforce in this space.

“AM is not a fit for everything, but by working together, we can find those parts and products in which an AM solution can give you an operational or competitive advantage,” says Beach. “We will work with you through the design process, provide samples for testing, work through parts quality and qualification, and eventually find some products that you can permanently implement into your business.”

AmPd Labs will focus its business on these dedicated areas of impact:

  • Manufacturing technology choice
  • Part design
  • Material selection
  • Material performance
  • Assembly and workflow assessment
  • Business model impact
  • Supply chain impact
  • Increased data generation
  • Sales and marketing approach

Sean Harkins and Brien Beach opened AmPd Labs' space in the Heights last week. Images via ampdlabs.llc

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Houston scientist wins prestigious Pew Scholar award for brain cancer research

standout scholar

Christina Tringides, an assistant professor of materials science and nanoengineering at Rice University, is one of 21 scientists to win a prestigious Pew Biomedical Scholar award.

She is the first faculty member from Rice to win the distinction, which provides $300,000 over four years for advances in biomedicine, according to the university. The awards are granted to researchers who are in the first few years at the assistant professor level.

In Tringides’ case, the funding will support her innovative new method of modeling glioblastoma, a common and extremely aggressive form of brain cancer. Thanks to producing its own blood supply, glioblastoma spreads quickly, weaving tendrils of blighted tissue throughout the brain. Because of this, surgery is difficult and conventional therapies ineffective.

Understanding the way glioblastoma spreads is crucial to the search for a cure. Tringides is using hydrogels that mimic the brain’s extracellular matrix. Using cultures and a microscopic labyrinth, her team can see how the cancer spreads, bonds with neurons and changes cell wall activity. Essentially, Tringides has devised an intelligence test for tumors in hopes of learning how to outsmart them.

“As cancer crawls through the maze, we can look at how it is interacting with the neurons more and more, and measure how electrical activity is changing as a result,” she said in a news release from Rice.

Examining how cancer cells grow can reveal which conditional changes slow them down. Finding ways to alter the structure of brain matter in a way that makes it inhospitable to the cancer could lead to therapies that would impede growth or even reverse it. Using her custom-made ersatz brain maze makes it easier to observe changes than it would be in a patient’s brain.

“Imaging synapses is time-intensive ⎯ it can involve large data files that are hard to visualize, but if we know that the only place where we might have a synapse is this tiny 1-by-4-by-10 micron channel, it makes it much faster and reliable to image them,” Tringides said.

Born in Ames, Iowa, Tringides received her doctorate in biophysics from Harvard before joining Rice in 2024 through a Cancer Prevention and Research Institute of Texas (CPRIT) recruitment award.

Her research was also one of the first four projects to receive research awards through the Rice Brain Institute and TMC Neuro Collaboration Seed Grant Program.

Texas residents earn 11th highest income in U.S., says 2026 study

Money Matters

A new WalletHub study comparing income disparities across America has ranked Texas residents No. 11 on the list of states with the highest earning residents in the nation.

The report, "States Where People Have the Highest Income (2026)," analyzed U.S. Census Bureau income data in all 50 states and the District of Columbia. The report evaluated the average annual income of the top five percent, the median annual household income, and the average annual income of the bottom 20 percent of residents in every state, all adjusted for the cost of living.

The report's data revealed the top five percent of Texans, the highest earners, make $520,378 on average yearly after adjusting for the cost of living. That's the seventh-highest income among the top five percent of earners nationwide.

Meanwhile, the median annual income of a Texas household is just under $76,000. The bottom 20 percent of Texas residents make $17,651 a year, the report found.

For additional context, the latest data from the Federal Reserve shows an American household's median yearly income is about $83,700. WalletHub analyst Chip Lupo also found that the highest earning 10 percent of individuals in the U.S. earn over 12 times more than those in the lowest-earning 10 percent, based on the latest Census data.

"By measuring the income of various percentiles against a state's median income, we can better identify where income disparities are more prevalent, which could help us better understand why residents of certain states struggle more to make ends meet," said Lupo.

Virginia is the state where residents earn the highest income in the U.S., WalletHub said. Based on the report's findings, the top five percent of Virginians make $545,097 on average per year after adjusting for the cost of living. The median annual income of a Virginia household comes out to $95,339, and the bottom 20 percent of residents make $19,671 annually on average.

Conversely, West Virginia is the state where people have the lowest income in the U.S. A West Virginia household makes a median annual income of $56,610, the third-lowest nationally, and the bottom 20 percent of residents make $13,260 on average per year, which is the fifth-lowest in the nation. The top five percent of West Virginians make $372,218 on average per year.

The top 10 states where residents have the highest income are:

  • No. 1 – Virginia
  • No. 2 – New York
  • No. 3 – New Jersey
  • No. 4 – Washington
  • No. 5 – Connecticut
  • No. 6 – Utah
  • No. 7 – Colorado
  • No. 8 – Minnesota
  • No. 9 – Illinois
  • No. 10 – Massachusetts

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This article originally appeared on CultureMap.com.

23 Houston companies rank among America’s most future-ready businesses

future focused

By one measure, Spring-based tech giant Hewlett Packard Enterprises reigns as the most future-ready Houston-area company on the S&P 500 stock index.

HPE sits at No. 72 in a first-time ranking of the best S&P 500 companies for the future. Including HPE, 23 Houston-area companies appear on the list.

Published by The Wall Street Journal, the ranking was created by Bendable Labs for the WSJ Leadership Institute. It evaluates how S&P 500 companies stack up in six areas: AI readiness, innovation, talent readiness, financial fitness, resilience and agility. To be ranked, a company had to be part of the S&P 500 as of Dec. 31.

Among the six categories, HPE ranked highest for innovation (No. 30) among local companies. The WSJ didn’t say why HPE scored so well for innovation. However, the company stands out in this category thanks to:

  • Creation of the El Capitan and Frontier supercomputing systems
  • Research into photonic computing and quantum networking
  • Last year’s $14 billion acquisition of Juniper Networks, giving HPE an edge in AI-native networking
  • Establishment of the everything-as-a-service GreenLake hybrid cloud platform for data centers, colocation facilities and edge computing environments

In an interview with the Six Five podcast at HPE Discover 2025 in Las Vegas, CEO Antonio Neri said the company’s strategy is “basically founded on innovation, and that innovation drives shareholder value over the long term.”

While HPE fared well in the innovation category, it ranked toward the bottom for financial fitness. What’s behind the No. 430 ranking in the financial category? HPE’s low score likely reflects a debt-heavy acquisition strategy coupled with a historically low-margin hardware business.

Here’s the full list of the 23 Houston-area companies included in the ranking of the best companies for the future:

  • No. 72 Hewlett Packard Enterprise
  • No. 105 SLB
  • No. 120 Baker Hughes
  • No. 125 ConocoPhillips
  • No. 158 NRG Energy
  • No. 176 Targa Resources
  • No. 185 Chevron
  • No. 195 Halliburton
  • No. 223 Coterra Energy
  • No. 229 Waste Management
  • No. 235 Exxon Mobil
  • No. 250 Kinder Morgan
  • No. 257 Quanta Services
  • No. 276 CenterPoint Energy
  • No. 285 Sysco
  • No. 313 Occidental Petroleum
  • No. 318 Camden Property Trust
  • No. 333 EOG Resources
  • No. 365 LyondellBasell Industries
  • No. 373 Comfort Systems USA
  • No. 401 Crown Castle
  • No. 408 Phillips 66
  • No. 500 APA