bigbang's big splash

Houston energy tech platform expands with new data tools

Molecule Software has some fresh tech for its clients across the energy industry from renewables to O&G and more. Photo via Getty Images

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.

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

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.”

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This article originally ran on InnovationMap.

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A View From HETI

Chevron will power the forthcoming Project Kilby using natural gas. Photo via Getty Images

Chevron and Microsoft have signed a 20-year deal in which Chevron will provide natural-gas-fired power for a future West Texas data center, known as Project Kilby.

The proposed Microsoft data center could be one of the biggest in the U.S. and is expected to deliver 2.67 gigawatts of capacity. It will be built through a “phased, modular approach that enables incremental expansion over time,” according to Chevron.

Chevron expects the facility to be up and running by 2028, though the company won’t make a final investment decision on the project until later this year. The company is collaborating on Project Kilby with investment fund Engine No.1.

Project Kilby is projected to bring in $10 billion in state and local tax revenue and support 2,000 jobs, according to Chevron. The plant will use non-potable, brackish groundwater for power plant operations and aims to find new ways to reuse water produced by oil and gas operations.

The site will use selective catalytic reduction systems to reduce nitrogen oxide emissions and minimize noise and light impacts and will utilize other advanced air emissions control technologies. A majority of the generation will come from large turbines developed by Chevron partner GE Verona with additional capacity from Caterpillar’s solar turbines. The plant will be fed by natural gas from the Permian Basin.

“Chevron is uniquely positioned to deliver power to customers with certainty, speed and at a competitive cost, leveraging Permian natural gas and our proven execution capabilities,” Jeff Gustavson, Chevron president of new energies, said in a news release. “This project links Chevron’s traditional strengths to emerging demand, creating differentiated value for our shareholders and the communities where we operate.”

According to BloombergNEF, the U.S. is expected to increase its data center capacity to 77 gigawatts by 2030. Another report from Bloom Energy predicts Texas will see a 142 percent increase in its market share for data centers from 2025 to 2028.

“The rapid growth we’re experiencing in AI and cloud, driven by customer demand, requires energy infrastructure that can scale quickly and reliably,” Noelle Walsh, Microsoft president of cloud operations and innovation, added in the news release. “Our agreement with Chevron helps ensure we’ll have dedicated, large-scale power to support the evolution and reliability of advanced computers. Through this partnership, we’re delighted to grow with and become a deeper part of the West Texas community.”

Chevron was named No. 21 on the 2026 Fortune 500 list earlier this month.

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