crystal ball

Houston startup uses AI and data to predict energy usage across sectors

Houston-based Adapt2 Solutions has created AI-backed technology to help energy companies make strategic predictions in these unprecedented times. Getty Images

Among the many complications presented by the coronavirus pandemic is coping with power needs. Movie theaters, malls, schools, and stadiums are among the places where energy use has been uneven at best. And the unevenness promises to continue as a lot of locations turn the lights back on but their operating hours remain in flux.

Houston-based Adapt2 Solutions Inc. believes its software can help energy companies power their way through the pandemic-driven haziness of power demand from commercial and residential customers.

"Today's energy companies need the speed and flexibility that cloud-native technology provides to fully leverage the massive amounts of data available to them," Jason Kram, executive vice president of Adapt2 Solutions, said in a December 2019 release.

Kram says that by capitalizing on artificial intelligence, machine learning, and cloud computing, his company's predictive analytics models forecast unexpected fluctuations in power capacity. Amid the pandemic, this technology enables energy companies to map out demand at a time when they're balancing strained revenue and squeezed spending is paramount, according to Kram.

Armed with this forecast data, Adapt2 Solutions' customers — including utility companies, energy traders, and power generators — can more easily plot power production, sales, and purchases, Kram tells InnovationMap. This data can be applied to conventional power, renewable energy, and battery-stored power.

"In times of disruption, big data can inform decision-making for energy companies to optimize energy-market operations with timely and reliable data," Kram says.

Adapt2 Solutions' load forecasting feature generates the predictive analytics models. This feature is embedded within the company's Adapt2 Bid-to-Bill flagship product, which helps energy companies manage front-office and back-office operations. Its other products are Adapt2 Green, designed for the renewable energy market, and Adapt2 Trade-to-Tag, aimed at improving management of energy trades.

"With Adapt2's AI-enabled solutions, we strive to help more customers focus on their core operations and bring business units together on a single platform to create an integrated approach," Kram says.

The company's customers include Consolidated Edison Inc. (ConEd), Duke Energy Corp., the East Kentucky Electric Cooperative, Exelon Corp., Invenergy LLC, Sempra Energy, the Tri-State Generation and Transmission Association, Tyr Energy LLC, and Vistra Energy Corp.

Adapt2 Solutions employs about 40 people, Kram says, and plans to grow its revenue and headcount by 25 percent to 40 percent this year. He says Adapt2 Solutions has managed to turn a profit even though it hasn't taken any outside funding since Francisco Diaz founded the company in 2008.

In March, Inc. magazine placed Adapt2 Solutions at No. 222 on its inaugural list of the fastest-growing private companies in Texas. The company's revenue shot up 72 percent from 2016 to 2018.

"The growth in our business reflects a growth in our customers' business, further validating that we have taken the right steps to help energy enterprises better respond to market and technology changes," Diaz said in a March release.


Jason Kram is the executive vice president of Adapt2 Solutions. Photo courtesy of Adapt2 Solutions

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Building Houston

 
 

Data Gumbo, founded and led by Andrew Bruce, has announced its latest funding. Photo courtesy of Data Gumbo

A Houston-based tech company has announced another round of funding to support its blockchain network growth as well as to establish a presence in the Middle East.

Data Gumbo has closed its series B funding round totaling $7.7 million with follow-on investments led by Equinor Ventures. The round includes participation from Saudi Aramco Energy Ventures and Bay Area and Houston-based venture firm L37. The round's first close was announced in September 2020 at $4 million. The additional funds to close the Series B will be used to scale Data Gumbo to serve demand for GumboNet™ and GumboNet™ ESG. Additionally, Data Gumbo plans to establish a presence in the Middle East to cover expected demand growth in the region.

"The successful close of our series B is continued proof of the efficacy and booming interest in our ability to capture critical cost savings, deliver trust and provide transparency across commercial relationships," says Andrew Bruce, founder and CEO of Data Gumbo, in a news release. "Compounded by the growing demand for transparent, accurate sustainability data and the launch of our automated ESG measurement solution, GumboNet™ ESG, Data Gumbo's trajectory is well-positioned to serve our growing customer base by ensuring economic productivity and value. This infusion of capital will support our expansion efforts as we bring more international users to our network."

With this latest raise, Data Gumbo's total funding raised to date is $18.4 million.

"Data Gumbo's success is marked by a wide variety of business use cases and opportunities for expansion," says Bruce Niven, chief investment officer at Aramco Ventures, in the release. "Our continued investment is a testament to our continued support as the company attracts new customers, experiences further demand for its network and gains traction in new markets."

The company's technology features smart contract automation and execution, which reduces contract leakage, frees up working capital, enables real-time cash and financial management, and delivers provenance with unprecedented speed, accuracy, visibility and transparency, per the release.

"Data Gumbo is the market leader for smart contracts backed by blockchain, and the coming year will be a period of exponential growth for the company as they penetrate new industrial markets," says Kemal Farid, partner at L37, in the release. "We believe strongly that GumboNet will become the de facto network for smart contracts across industries for capturing value and solving enormous pain points in contractual relations. Additionally, as companies move to meet increasing sustainability measurement demands and ESG improvements, there is a huge growth path available for Data Gumbo with the launch of GumboNet ESG."

Earlier this year, the company announced its environmental, social and corporate governance tracking and reporting tool.

"Equinor's recent pilot at the Johan Sverdrup field has demonstrated that GumboNet can create strong value for the partnership," says Gareth Burns, head of Equinor Ventures, in the release. "Our follow-on investment confirms Equinor Ventures' confidence in Data Gumbo's solution for our company and the broader energy industry."

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