As a part of its Texas Startup Manifesto, Austin-based Capital Factory came into town to talk about the Houston's ecosystem and advice for tech startups looking to do business in town. Natalie Harms/InnovationMap

Throughout the year, Austin-based Capital Factory loads up a bus and takes startup founders and tech entrepreneurs around the Lone Star State in order to better connect the dots of innovation within Texas' major metros. The Texas Startup Manifesto bus recently put it in park outside Station Houston and hosted a tech-focused panel at Accenture's innovation hub.

The panel, which was hosted by two deep tech startup founders, asked some important questions about Houston's ecosystem and startup needs to three experts. Trevor Best of Syzygy Plasmontics and Diana Liu of Arix Technologies represented the startups, while Allison Sawyer of League of Worthwhile Ventures, Mark Volchec of Las Olas VC, and Brian Richards of Accenture fielded their questions.

The panel started out with the state of Houston's innovation ecosystem — which, of course, was the whole point of the one-day field trip to the Bayou City. The panelists seemed to agree that Houston has things it needs to improve on, but the point is not to try to copy any other market.

"We can't try to be Silicon Valley. We're just simply not," Richards says. "What we have to focus on is what our strengths are."

For instance, Houston has a lot of money within the city, but that hasn't yet translated to a large amount of investments in startups. Even if the city found $1 billion to start investing in companies, Richards says that wouldn't solve everything instantly. Houston has to be able work on the ecosystem as a whole, not just one thing in particular.

"We have so many problems to solve, and we have to solve them in parallel," Richards says. "We have to fix them all at once."

The city's ecosystem aside, the panel weighed in on some of their own advice for tech startups making waves in Houston.

Hire a business-minded leader, like, yesterday.

One of the most crucial aspect for any startup is the team behind the product, and having a diversity of expertise on that team is especially in tech startups, which are usually instigated by a tech-focused founder.

"I think it's really important to have a balanced founding team," Volchec says. "If everyone is tech, I think it's really difficult."

As a venture capitalist and former founder himself, Volchec's biggest critique is that, startups and founders don't start sales early enough. Volchec says he once signed a deal with a company before they even had a product let alone revenue. The key distinguisher for him was that the company already had contracts in place from customers.

Having that person to sell the company is so important, and you need a business-focused person at the helm to do so. For most companies, that's not the tech-minded founder.

"If you're the scientist, why do you even want to be the CEO?" Volchec asks. "The CEO's job is to be out there and selling — to investors, to clients, to employees."

According to the panelists, sooner is better for making that hire.

"if you don't hire a CEO, and you raise enough money, someone will hire a CEO for you, and you might not like that CEO," Volchec says.

Have a free discovery.

In particular, B-to-B companies should have a free trial, so to speak, for their product. It's Sawyer's pet peeve, she says, when startups charge for the discover process. It's strategic to give access to some people within the company your startup is trying to sell to, that way they get hooked and want to get more access for their whole team.

It does make the process a little more challenging, Sawyer says, since it requires a little more upfront funds.

"You do have to raise a little bit more money, but you do get to scale a lot faster," she says.

Corporate venture groups can be more than just investment. 

When looking to scale your product into bigger corporations, a way in is through corporate venturing groups, according to the panelists, even if money isn't the right fit. You're more likely to get a meeting with a venture arm than with the company itself.

"I never took corporate venture money, because they were a little too slow and it was a lot of extra accounting work, Sawyer says. "But I loved working with corporate venture when it comes to pilots. I think they are an underused resource for startups."

It also helps that more and more companies are devoting resources to these groups.

"I'm seeing corporate venture groups all over the place," Sawyer says. "Even if you're not taking their money, they will get you in the door for a pilot."

Overall, big companies are more keen to work with startups of late, says Richards, who hosts C-level execs from big companies on a daily basis in Accenture's Innovation Hub.

"I've never seen [corporations] more motivated than they are right now to be able to think differently on how they are able to engage Houston," he says.

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Houston-based HPE wins $931M contract to upgrade military data centers

defense data centers

Hewlett Packard Enterprise (HPE), based in Spring, Texas, which provides AI, cloud, and networking products and services, has received a $931 million contract to modernize data centers run by the federal Defense Information Systems Agency.

HPE says it will supply distributed hybrid multicloud technology to the federal agency, which provides combat support for U.S. troops. The project will feature HPE’s Private Cloud Enterprise and GreenLake offerings. It will allow DISA to scale and accelerate communications, improve AI and data analytics, boost IT efficiencies, reduce costs and more, according to a news release from HPE.

The contract comes after the completion of HPE’s test of distributed hybrid multicloud technology at Defense Information Systems Agency (DISA) data centers in Mechanicsburg, Pennsylvania, and Ogden, Utah. This technology is aimed at managing DISA’s IT infrastructure and resources across public and private clouds through one hybrid multicloud platform, according to Data Center Dynamics.

Fidelma Russo, executive vice president and general manager of hybrid cloud at HPE, said in a news release that the project will enable DISA to “deliver innovative, future-ready managed services to the agencies it supports that are operating across the globe.”

The platform being developed for DISA “is designed to mirror the look and feel of a public cloud, replicating many of the key features” offered by cloud computing businesses such as Amazon Web Services (AWS), Microsoft Azure and Google Cloud Platform, according to The Register.

In the 1990s, DISA consolidated 194 data centers into 16. According to The Register, these are the U.S. military’s most sensitive data centers.

More recently, in 2024, the Fort Meade, Maryland-based agency laid out a five-year strategy to “simplify the network globally with large-scale adoption of command IT environments,” according to Data Center Dynamics.

Astros and Rockets launch new streaming service for Houston sports fans

Sports Talk

Houston sports fans now have a way to watch their favorite teams without a cable or satellite subscription. Launched December 3, the Space City Home Network’s SCHN+ service allows consumers to watch the Houston Astros and Houston Rockets via iOS, Apple TV, Android, Amazon Fire TV, or web browser.

A subscription to SCHN+ allows sports fans to watch all Astros and Rockets games, as well as behind-the-scenes features and other on-demand content. It’s priced at $19.99 per month or $199.99 annually (plus tax). People who watch Space City Network Network via their existing cable or satellite service will be able to access SCHN+ at no additional charge.

As the Houston Chronicle notes, the Astros and Rockets were the only MLB and NBA teams not to offer a direct-to-consumer streaming option.

“We’re thrilled to offer another great option to ensure fans have access to watch games, and the SCHN+ streaming app makes it easier than ever to cheer on the Rockets,” Rockets alternate governor Patrick Fertitta said in a statement.

“Providing fans with a convenient way to watch their favorite teams, along with our network’s award-winning programming, was an essential addition. This season feels special, and we’re committed to exploring new ways to elevate our broadcasts for Rockets fans to enjoy.”

Astros owner Jim Crane echoed Feritta’s comments, adding, “Providing fans options on how they view our games is important as we continue to grow the game – we want to make it accessible to as large an audience as possible. We are looking forward to the 2026 season and more Astros fans watching our players compete for another championship.”

SCHN+ is available to customers in Texas; Louisiana; Arkansas; Oklahoma; and the following counties in New Mexico: Dona Ana, Eddy, Lea, Chaves, Roosevelt, Curry, Quay, Union, and Debaca. Fans outside these areas will need to subscribe to the NBA and MLB out-of-market services.

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This article originally appeared on CultureMap.com.

Rice University researchers unveil new model that could sharpen MRI scans

MRI innovation

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI.

In a study recently published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Previous models only approximated how water molecules relaxed around contrasting agents. However, through this new model, known as the NMR eigenmodes framework, the research team has uncovered the “full physical equations” to explain the process.

“The concept is similar to how a musical chord consists of many notes,” Thiago Pinheiro, the study’s first author, a Rice doctoral graduate in chemical and biomolecular engineering and postdoctoral researcher in the chemical sciences division at Oak Ridge National Laboratory, said in a news release. “Previous models only captured one or two notes, while ours picks up the full harmony.”

According to Rice, the findings could lead to the development and application of new contrast agents for clearer MRIs in medicine and materials science. Beyond MRIs, the NMR relaxation method could also be applied to other areas like battery design and subsurface fluid flow.

“In the present paper, we developed a comprehensive theory to interpret those previous molecular dynamics simulations and experimental findings,” Dilipkumar Asthagiri, a senior computational biomedical scientist in the National Center for Computational Sciences at Oak Ridge National Laboratory, said in the release. ”The theory, however, is general and can be used to understand NMR relaxation in liquids broadly.”

The team has also made its code available as open source to encourage its adoption and further development by the broader scientific community.

“By better modeling the physics of nuclear magnetic resonance relaxation in liquids, we gain a tool that doesn’t just predict but also explains the phenomenon,” Walter Chapman, a professor of chemical and biomolecular engineering at Rice, added in the release. “That is crucial when lives and technologies depend on accurate scientific understanding.”

The study was backed by The Ken Kennedy Institute, Rice Creative Ventures Fund, Robert A. Welch Foundation and Oak Ridge Leadership Computing Facility at Oak Ridge National Laboratory.