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

Ten young professionals have been named to the Offshore Technology Conference's 2025 Emerging Leaders class. Photo via Linkedin.

Four Houston professionals have been named to the Offshore Technology Conference's 2025 Emerging Leaders class.

The group of 10 represents individuals with less than 10 years of experience who have "demonstrated exceptional talent, commitment, and promise as future leaders in the offshore energy sector," according to a release from OTC. They were recognized at the annual conference, which was held May 5-8 at NRG Center.

Each year, Emerging Leaders are selected by the previous year’s group and are members of an OTC sponsoring, endorsing or supporting organization. While a number hail from the Houston area, this year's group is comprised of energy professionals from all over the world.

“This year’s leaders have a clear passion for the industry, are eager to play a role in its future, and serve as inspiration to others through their exemplary commitment to excellence and pursuit of new horizons.” Alex Martinez, chair of the OTC Board, said in a news release.

The 2025 Houston-area Emerging Leaders include:

  • Ellen Reat Wersan, an exploration geoscientist at Chevron
  • Brooke Polk, vice president-accreditation operations at the International Association of Drilling Contractors
  • Zheng Fan, assistant professor in the mechanical engineering technology department at the University of Houston
  • Scott Pisarik, lead materials and corrosion engineer at Chevron

Other recipients included:

  • Yingda Lu, assistant professor in the petroleum and geosystems engineering department at The University of Texas at Austin
  • Olusola Komolafe, project engineer at Geosyntec Consultants Inc.
  • Gabriel Correa Perocco, project manager at MODEC do Brasil
  • Sridhar Krishnamoorthy, senior research fellow and PhD research scholar at the Indian Institute of Technology Madras Chennai India
  • Daniel Toerner, technical sales engineer at Bardex Corp.
  • Olawale Ajayi, reservoir engineer at NNPC Limited

OTC concluded last week and brought together energy professionals, policymakers and scholars from more than 100 countries while showcasing more than 1,000 companies. Sessions featured prominent energy execs, including Oxy president and CEO Vicki Hollub from Houston and Brazil-based Petrobras' president Magda Chambriard. According to OTC, the event has generated $1.6 billion in income for Houston’s economy since 2010.

"From the latest technology to generation-changing policy discussions, this year’s success reflects the industry’s commitment to shaping the future of energy, advancing innovations and fostering global collaboration," Martinez added in a statement.

OTC 2026 will take place May 4-7, 2026, at NRG Center in Houston.

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