Houston energy tech startup Molecule closes series B funding round

Big Bang

Sameer Soleja is the founder and CEO of Molecule, which just closed its series B round. Photo courtesy of Molecule Software

Houston-based energy trading risk management (ETRM) software company Molecule has completed a successful series B round for an undisclosed amount, according to a July 16 release from the company.

The raise was led by Sundance Growth, a California-based software growth equity firm.

Sameer Soleja, founder and CEO of Molecule, said in the release that the funding will allow the company to "double down on product innovation, grow our team, and reach even more markets."

Molecule closed a $12 million Series A round in 2021, led by Houston-based Mercury Fund, and has since seen significant growth. The company, which was founded in 2012, has expanded its customer base across the U.S., U.K., Europe, Canada and South America, according to the release.

Additionally, it has launched two new modules of its software platform. Its Hive module, which debuted in 2022, enables clients to manage their energy portfolio and renewable credits together in one scalable platform. It also introduced Elektra, an add-on for the power market to its platform, which allows for complex power market trading.

"Four years ago, we committed to becoming the leading platform for energy trading," Soleja said in the release. "Today, our customers are managing complex power and renewable portfolios across multiple jurisdictions, all within Molecule.”

Molecule is also known for its data-as-a-lake platform, Bigbang, which enables energy ETRM and commodities trading and risk management (CTRM) customers to automatically import trade data from Molecule and then merge it with various sources to conduct queries and analysis.

“Molecule is doing something very few companies in energy tech have done: combining mission-critical depth with cloud-native, scalable technology,” Christian Stewart, Sundance Growth managing director, added in the statement.

“Sameer and his team have built a platform that’s not only powerful, but user-friendly—a rare combination in enterprise software. We’re thrilled to partner with Molecule as they continue to grow and transform the energy trading and risk management market.”

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This article originally appeared on EnergyCapitalHTX.com.

This week's roundup of Houston innovators includes Brianna Brazle of CultureLancer, Sameer Soleja of Molecule, and Emerson Perin of Texas Heart Institute. Photos courtesy

3 Houston innovators to know this week

hou to know

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from health care to energy tech — recently making headlines in Houston innovation.

Brianna Brazle, founder of CultureLancer

Houston founder joins DivInc's newest accelerator that supports Web3 companies with a social impact. Photo courtesy

DivInc, aTexas-based accelerator focused on helping BIPOC and female founders on their entrepreneurial journeys, announced the inaugural class for its newest accelerator. DWeb for Social Impact Accelerator, a 12-week intensive hybrid program sponsored by Filecoin Foundation for the Decentralized Web, will mentor nine companies, all of whom integrate Web3 technologies into their impact entrepreneurship.

One Houston-based startup, CultureLancer, will be participating in the program. Founded by Brianna Brazle, the career-focused platform matches students from HBCU with companies looking to hire in the fields of business development, data analysis, marketing, and operations.

“That’s a problem that has been existing and then after doing more research I learned historically about 56%, year over year, of college graduates find themselves unemployed or underemployed,” Brazle explains. “My first solution to this problem was a hybrid marketplace.” Read more.

Sameer Soleja, founder and CEO of Molecule

Sameer Soleja has expanded his company's platform. Photo courtesy of Molecule Software

Houston startup Molecule Software hopes to get a big bang out of its new platform for the energy and commodities markets. The data-as-a-lake platform, Bigbang, is available as an add-on for current Molecule customers. It enables energy trading and risk management (ETRM) and commodities trading and risk management customers to automatically import trade data from Molecule, and then merge it with various sources to conduct queries and analysis.

Molecule sells Bigbang at a monthly rate through either a yearly or multiyear contract.

“We’re seeing a growing need in the energy and commodities trading space for a turnkey data lake, as indicated by our own customers. They need real-time and automated data streaming from key systems, the ability to query the data quickly and easily, and access to the data using the analytics tools they know well,” says Sameer Soleja, founder and CEO of Molecule. Read more.

Emerson Perin, medical director of The Texas Heart Institute

Emerson Perin of the Texas Heart Institute, recently published the largest clinical trial of cell therapy for patients with chronic heart failure to-date included 580 patients at 52 sites throughout North America. Photo via texasheart.org

Emerson Perin’s end goal isn’t to treat heart failure. The medical director of The Texas Heart Institute says that he has his sights set firmly on curing the malady altogether. And, with the power of innovation and a strong team, the Houston-based cardiologist has a good chance of meeting his objective.

Perin first came to THI for fellowship training in 1988, following his residency in Miami and medical school in his birthplace of Brazil.

“This is a very special place,” the physician and researcher, whose titles also include director for THI’s Center for Clinical Research and vice president for medical affairs, tells InnovationMap. “It has a worldwide-reaching reputation. I’ve always liked research and this is a great place in terms of innovation and practicing high-level cardiology.” Read more.

Sameer Soleja, founder and CEO of Molecule, has expanded his company's platform. Photo courtesy of Molecule Software

Houston energy tech startup expands platform with new data tools

growing gains

Houston startup Molecule Software hopes to get a big bang out of its new platform for the energy and commodities markets.

The data-as-a-lake platform, Bigbang, is available as an add-on for current Molecule customers. It enables energy trading and risk management (ETRM) and commodities trading and risk management (CTRM) customers to automatically import trade data from Molecule, and then merge it with various sources to conduct queries and analysis.

Molecule sells Bigbang at a monthly rate through either a yearly or multiyear contract.

“We’re seeing a growing need in the energy and commodities trading space for a turnkey data lake, as indicated by our own customers. They need real-time and automated data streaming from key systems, the ability to query the data quickly and easily, and access to the data using the analytics tools they know well,” says Sameer Soleja, founder and CEO of Molecule.

Founded in 2012, Molecule specializes in cloud-based trading and risk management software for the energy and commodities sectors. Among the business segments that use Molecule’s software are electricity, natural gas, crude and refined products, chemicals, agricultural commodities, metals, and cryptocurrency.

“Energy and commodities markets have been undergoing a seismic shift, driven by two key factors: increasing price volatility across all commodities and a global energy transition stemming from the challenges of climate change,” Molecule says in a news release. “Given these market trends, near real-time data access and advanced trading analytics are essential for effective portfolio risk management.”

In 2021, Molecule closed a $12 million series A funding round led by Houston-based VC firm Mercury Fund. Seven years earlier, Molecule received a $1.1 million seed round from Mercury and the Houston Angel Network.

In a 2021 interview with the Houston Innovators Podcast, Soleja described how Molecule helps its customers assemble scattered data.

“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 said.

“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.”

The four finalists in the BIPOC-Founded Business category for the inaugural InnovationMap Awards share their best advice for their fellow founders. Photos courtesy

Overheard: 4 Houston BIPOC startup founders share their advice ahead of InnovationMap Awards

eavesdropping in Houston

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This week's roundup of Houston innovators includes Sameer Soleja of Molecule, Gabriela Gerhart of The Motherhood center, and 50 Cent. Courtesy photos

3 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 — software, education, and more — recently making headlines in Houston innovation.

Sameer Soleja, CEO of Molecule

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

A 9-year-old software startup has been reinvigorated by fresh funds and a new opportunity to emerge as a leader in enterprise software for commodities — especially for electricity traders. Sameer Soleja, CEO of Molecule, joins the Houston Innovators Podcast to discuss the company's latest funding round — a $12 million series A.

"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."

Click here to listen to the podcast and read more.

Gabriela Gerhart, founder of The Motherhood Center

Houston entrepreneur recounts journey from communism to U.S. success in new book

Gabriela Gerhart recounts her journey from communism to American success in her new book. Photo courtesy of Gabriela Gerhart

Gabriela Gerhart remembers that day, back in 1989, when her teacher walked into her classroom in Czechoslovakia and announced that communism was over. Further, she told the group that everything she'd been teaching them was a lie.

Gerhart was stunned.

"It was confusing," she tells CultureMap. "You think to yourself, 'was I fooled? Was I indoctrinated? 'You have to understand, I had no idea there was another world out there."

Gerhart, founder of The Motherhood Center on West Alabama Street unpacks those feelings and others in her new autobiography, After The Fall, a story of growing up in Central Europe under communism and following her own wanderlust to the States, where she fell in love, got married, and built a successful business.

Click here to read more.

Rapper 50 Cent really means business. 50 Cent/Twitter

Rap star and Newstonian 50 Cent is giving back to area schools in need of help. The recently relocated rapper/producer/entrepreneur/rodeo wine bidder is teaming up with the Houston Independent School District and Horizon United Group to bolster entrepreneurship programs at Kashmere, Worthing, and Wheatley high schools.

He has funded the project with a $600,000 donation, Mayor Sylvester Turner announced on May 17.

Dubbed the G-Unity Business Lab, the new program will encourage students to engage in MBA-level lessons that represent the full lifecycle of a product or concept, from idea creation, to market branding, to even running a company, a press release notes.

Click here to read more.

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

Houston software startup to use fresh funds to become 'unquestionably the best' for the electricity industry

HOUSTON INNOVATORS PODCAST EPISODE 84

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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Artemis II makes historic call to space station with help from Houston Mission Control

History in the making

Still aglow from their triumphant lunar flyby, the Artemis II astronauts made more history Tuesday, April 7: calling their friends aboard the International Space Station hundreds of thousands of miles away as they headed home from the moon.

It was the first moonship-to-spaceship radio linkup ever. NASA's Apollo crews had no off-the-planet company back in the 1960s and 1970s, the last time humanity set sail for deep space.

"We have been waiting for this like you can’t imagine,” Artemis II commander Reid Wiseman called out.

For Christina Koch on Artemis II and Jessica Meir aboard the space station, it marked a joyous space reunion despite being 230,000 miles (370,000 kilometers) apart. The two teamed up for the world's first all-female spacewalk in 2019 outside the orbiting lab.

Koch told her “astro-sister” that she'd hoped to meet up with her again in space “but I never thought it would be like this — it's amazing.”

“I'm so happy that we are back in space together,” Meir replied, “even if we are a few miles apart.”

Houston's Mission Control arranged the cosmic chitchat between the four lunar travelers and the space station's three NASA and one French residents.

Koch described being awe-struck by not just the beauty of Earth, “but how much blackness there was around it.”

“It just made it even more special. It truly emphasized how alike we are, how the same thing keeps every single person on planet Earth alive,” she told the space station crew. “The specialness and preciousness of that really is emphasized” when viewing the home planet from the moon.

By late Tuesday afternoon, the Artemis II astronauts had beamed back more than 50 gigabytes' worth of pictures and other data from the previous day's lunar rendezvous, which set a new distance record for humanity. The highlight: an Earthset photo reminiscent of Apollo 8's Earthrise shot from 1968.

"While they are inspirational and, I think, allow all of us to really feel a little bit of what they were feeling, there's also a lot of science hidden inside of those images," said Mission Control's lead lunar scientist Kelsey Young. “The conversations and the science lessons learned are just beginning."

During a debriefing with Young, the astronauts recounted how they spotted a cascade of pinpricks of light on the lunar surface from impacting cosmic debris. The flashes lasted mere milliseconds and coincided by chance with Monday evening's total solar eclipse.

Young said it was too soon to know whether the crew witnessed an actual meteor shower or more random, run-of-the-mill micrometeoroid hits. Either way, there were “audible screams of delight” in the science operations center, she said.

Koch described being awe-struck by not just the beauty of Earth, “but how much blackness there was around it.”

“It just made it even more special. It truly emphasized how alike we are, how the same thing keeps every single person on planet Earth alive,” she told the space station crew. “The specialness and preciousness of that really is emphasized” when viewing the home planet from the moon.

The first lunar explorers since Apollo 17 in 1972, Wiseman and his crew are aiming for a splashdown off the San Diego coast on Friday to wrap up the nearly 10-day test flight. The recovery ship USS John P. Murtha left port Tuesday for the target zone.

It sets the stage for next year's Artemis III, a lunar lander docking demo in orbit around Earth. Artemis IV will follow in 2028 with two astronauts attempting to land near the lunar south pole.

As for the Orion capsule’s pesky potty, Mission Control assured the astronauts that no maintenance was required Tuesday. The toilet has been on-and-off limits to the crew ever since last week’s launch, prompting them to rely on a backup bag-and-funnel system for urinating.

NASA Administrator Jared Isaacman told the crew following the lunar flyby Monday night: “We definitely have to fix some of the plumbing” ahead of the next Artemis mission. Engineers suspect a clogged filter in the overboard flushing system.

Aside from the toilet and other relatively minor matters, the mission has gone well, Isaacman noted at a news conference Tuesday, “but I'll breathe easier when we get through reentry and everybody's under chutes and in the water.”

AI-powered Houston startup helps restaurants boost customer loyalty

order up

It’s no secret that restaurant trends move fast and margins run thin. And with the proliferation of platforms like Uber Eats, DoorDash and Easy Cater, customer loyalty is fleeting.

The solution?

How about an AI-powered restaurant technology platform that helps restaurant brands cut back on third-party platforms in favor of driving direct discovery, conversion and loyalty?

Enter Saivory. Founded in 2025 by Stephen Klein, a software investor, and Fajita Pete’s restaurateur Hugh Guill, the Houston-based startup aims to help eateries better understand and activate guest behavior across digital channels as AI increasingly reshapes how consumers discover and engage with brands.

In less than a year, Saivory has partnered with Shipley Do-Nuts and Fajita Pete’s to bring AI-powered ordering to life.

“With Saivory, we were able to answer the question of, ‘what if the ordering process could be reduced to a single step, where customers simply tell us what they want and AI takes care of the rest?’” Klein tells InnovationMap.

The Houston-based startup made such an immediate impact that it was selected as a semi-finalist during Start-Up Alley at MURTEC, the restaurant industry’s leading technology conference, which took place last month in Las Vegas.

“Houston is a great hub for technology innovation, and we were proud to represent the city at MURTEC this year,” says Klein. “We didn’t win, but we were able to talk about some of the work that we have existing in the market for clients right now and a little bit about what we’re working on in the future.”

In the current restaurant technology ecosystem, the third-party aggregators own the customer attention that brings volume to restaurants, while also taking big commissions and having control over the end relationships with the customer.

That can often make it difficult for restaurants to grow loyalty and repeat business from customers. Saivory aims to level the playing field for restaurants, helping them stay more connected to their customers.

Take Saivory’s recent application with Shipley’s Do-Nuts, for example.

Saivory powered the donut giant’s AI-ordering and launched Shipley's website and mobile app to support its over 300 locations in Texas alone.

Shipley’s new AI-powered assistant helps users create personalized order recommendations based on individual or group preferences. And unlike standard chatbox features, the new assistant makes custom recommendations based on multiple customer factors, including budgetary habits, individual flavor preferences and order size. It can also be used for large catering orders.

“They're seeing more traffic to the site and they're seeing when customers use our AI-enabled flows,” Klein says. “And they're seeing higher basket sizes, bigger tickets, by about 25 percent.”

Klein says Saivory’s technology helps strengthen first-party digital relationships, reduce friction and cart abandonment, improve average order value, and delivers personalized, efficient experiences.

“It’s a win-win: the customer gets the right order quickly, while the restaurant gets a bigger margin,” he adds.

Additionally, the technology makes it easier for restaurants to share rewards, loyalty and discounts, ultimately growing more direct traffic and making restaurants less reliant on third-party delivery apps.

Next up for Saivory is adding new components to its platform to enhance the relationship between restaurant and customer, as well as technology around making it easier for restaurants to get found on Google.

“A lot of people are still searching for the best donuts near me,” Klein says. “Or what’s the best Mexican food near me? Customers will increasingly move to AI, where they’re going to ask where they should eat dinner and expect it to just order them dinner. They will eventually expect the technology to know how to do that. So that’s what we’re driving at.”

Houston leads U.S. in population growth for 2025, Census says

Boomtown

Imagine that the Houston metro area swallowed a city the size of Pearland in just one year. That’s essentially what happened from 2024 to 2025, with the Houston metro ranking first in the U.S. for population growth based on the number of people.

New estimates from the U.S. Census Bureau show the 10-county Houston metro added 126,720 residents from July 1, 2024, to July 1, 2025. That’s just shy of Pearland’s roughly 133,000-resident tally.

To calculate population, the Census Bureau counts births, deaths, new residents, and moved-away residents.

Region’s population approaches 8 million

On July 1, 2025, the Houston metro’s population hovered slightly above 7.9 million, up 1.6 percent from the same time in 2024. In the very near future, the region’s population should break the eight million mark.

This follows massive growth in the past 20 years. From 2005 to 2025, the region’s population soared by 39 percent. By comparison, the growth rate from 2021 to 2025 sat at nine percent.

A forecast from the Texas Demographics Center indicates that under a middle-of-the-road scenario, the Houston metro’s population will reach nearly 8.5 million in mid-2030 and more than 9.5 million in mid-2040.

Dan Potter, director of Rice University’s Houston Population Research Center, attributes much of the region’s population surge to people moving to the area from outside the U.S. In Harris County, this means a combination of military personnel returning home, people living or working overseas coming back to the U.S., and immigrants relocating to the U.S., he tells CultureMap.

But Harris County fell short from 2024 to 2025 when it comes to people moving here from elsewhere in the U.S., according to Potter. Counties surrounding Harris County benefited from that trend, drawing new residents who preferred to settle in the suburbs.

“The incredible pull and attraction of the Houston area is its economy, its people, and its affordability, and the significant growth that was observed in 2024 and again in 2025 speaks to the magnetism of the region,” Potter says. “That pull to Houston is too strong to be turned off overnight.”

Cooling economy and immigration shifts slow down growth

Whether looking at urban or suburban places, population growth in the Houston area slowed in 2025 and appears to be slowing even more this year, Potter says.

“A cooling economy and changes to immigration policy are a one-two combination that could knock out the region’s population growth,” says Potter, citing the region’s addition of a less-than-expected 14,800 jobs in 2025 as an example.

Weaker population growth may not be felt evenly across the metro area, according to Potter.

A continuing influx of people from Houston to outlying counties such as Brazoria, Fort Bend, Liberty, Montgomery, and Waller could curb growth in Harris County, Potter said. Why? If the number of people arriving from other other countries flattens or even drops, then there could be “doughnut-style population growth for the next few years, where Harris County and Houston see declines while the suburban counties see an increase.”

Harris County represents 40 percent of region’s population lift

Houston-anchored Harris County accounted for almost 40 percent of the region’s population spike from 2024 to 2025. In one year, Harris County grew by 48,695 residents, or 1 percent, pushing its population past five million. That increase put Harris County in first place for numeric growth (rather than percentage growth) among all U.S. counties.

From 2020 to 2025, Harris County’s growth rate was 6.6 percent. It remains the country’s third largest county based on population, behind Southern California’s Los Angeles County and Illinois’ Chicago-anchored Cook County.

Harris County is on track to surpass Cook County in size in the near future. As of July 1, 2025, a nearly 150,000-resident gap separated population-losing Cook County and fast-growing Harris County.

The Texas Demographics Center predicts Harris County’s population will be 5.37 million in mid-2030 and just short of six million in mid-2040.

Suburban counties see significant population gains

Harris County isn’t the only county in the area that experienced a growth spurt from 2024 to 2025:

  • Waller County’s population climbed 5.69 percent, winding up at 69,858. Its growth rate ranked second among U.S. counties.
  • Liberty County’s population rose 4.4 percent to 121,364, putting its growth rate in eighth place among U.S. counties.
  • Montgomery County gained 30,011 residents, with its population landing at 781,194. That placed it at No. 4 among U.S. counties for numeric growth.
  • Fort Bend County picked up 24,163 residents, arriving at a total of 975,191 and positioning it at No. 8 among U.S. counties for numeric growth. Fort Bend County, the region’s second largest county based on population, is projected to break the one million-resident mark by July 2030, according to the Texas Demographics Center.

“Lower mortgage rates from 2009 to 2022 and the rise of remote work have made suburban housing more attractive, especially for families seeking affordability,” Pramod Sambidi, the Houston-Galveston Area Council’s assistant director of data analytics and research, said last year. “Additionally, suburban areas are seeing more multifamily developments than before the pandemic.”

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This article originally appeared on CultureMap.com.

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