Sameer Soleja, CEO of Molecule, joins the Houston Innovators Podcast to discuss his startup's recent fundraise — and how he's planning on being at the forefront of the evolving electricity commodities industry. Photo courtesy of Molecule

Sameer Soleja went to business school and came back into the workforce with a bit of a revelation about software for the commodities industry.

"I realized, 'wait a second, we've been making terrible software and selling it for tens of millions of dollars," Soleja, CEO of Molecule, says on this week's episode of the Houston Innovators Podcast. "We had to be able to do something better than this — technology is better than this."

Soleja founded Molecule in 2012 to address the problem. The technology isn't unfamiliar to what ardent stock traders have at their fingertips, but before these types of platforms came into the picture, commodities companies didn't have a central platform.

"The way to think about the product is if you have a brokerage account — like Robinhood, or something like that — you see how much stock you have and how much you've made or lost," Soleja says. "For companies that are trading electricity, crude oil, natural gas, and other commodities and agricultural products, they also want to see how much of each thing they have and how much they've made or lost. But they don't just get to log into their brokerage account and figure it out. That's in a lot of different places."

Lately, a couple companies have bought up some of the businesses in this sector, leaving a lot of room open up at the top. Soleja says he saw this as an opportunity and started the arduous fundraising process. Molecule closed its series A round led by Houston-based Mercury Fund this month.

The other opportunity Soleja says he saw was a new market focus on electricity — a subsector Molecule is very good at working with. About half of Molecule's clients are in this field and electricity — as opposed to oil and gas products — is full of data. Where data comes in weekly or even monthly for O&G, fresh data comes in every 15 minutes for Molecule's electrical clients.

"The commodities industry is looking really hard at electricity as the growth commodity of the 2020s — renewables and conventionally generated electricity," Soleja says. "Everybody in our client base and in the market is looking at electricity. Well, we happen to have more than have of our customer base be in electricity."

Therein lies the opportunity for Molecule, which is also interested in deploying its capital is into engineering to both meet the feature gap and exceed in places where the company is already better, Soleja explains.

"We realized, well that's the place we double down because that's where the economy is going and that's what we're good at. Let's become unquestionably the best at it," he says.

The funds will go toward company expansion. Soleja says he plans to add 50 percent to his team within the next 6 to 12 months and potentially be at 30 to 40 people in a year or two from now. Over the past nine years, Molecule has been growing organically without a centralized focus on sales and marketing.

"We are way below the benchmark for what everyone else spends on sales and marketing. So, we're going to fix that," he says.

Soleja shares more about his raise process and shares advice for his fellow startup founders on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.

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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.