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.”

———

This article originally ran on InnovationMap.

Trending News

A View From HETI

Devon Energy will buy Houston-based Coterra Energy. Photo via Coterra Energy

Oklahoma City, Oklahoma-based Devon Energy has agreed to buy Houston-based Coterra Energy in a $21.5 billion all-stock deal, forming an energy powerhouse that will be headquartered in Houston. The combined company, boasting an enterprise value of $58 billion, will adopt the Devon brand name.

Revenue for the two publicly traded companies totaled nearly $18.8 billion in the first nine months of 2025. Devon is a Fortune 500 company, but Coterra doesn’t appear in the most recent ranking.

The deal, already approved by the boards of both companies, is expected to close in the second quarter of 2026. Once the transaction is completed, Devon shareholders will own about 54 percent of the combined company and Coterra shareholders will own 46 percent.

“This transformative merger combines two companies with proud histories and cultures of operational excellence, creating a premier shale operator,” says Clay Gaspar, Devon’s president and CEO.

The combined company will be one of the world’s largest shale producers, with third-quarter 2025 production exceeding 550 thousand barrels of oil per day and 4.3 billion cubic feet of gas per day. A significant presence in the Delaware Basin, encompassing hundreds of thousands of acres, will anchor the company’s operations. The 10,000-square-mile Delaware Basin is in West Texas and southeastern New Mexico.

The new Devon also will operate in the Permian Basin, located in West Texas and New Mexico; Marcellus Shale, located in five states in the East; and Anadarko Basin, located in the Texas Panhandle, Colorado, Kansas, and Oklahoma.

Gaspar will be president and CEO of the combined company, and Tom Jorden, chairman, president, and CEO of Coterra, will be non-executive chairman.

Trending News