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

crystal ball

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

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Property Showcase

Houston palliative care startup partners with new platform to expand reach

palliative care partnership

Houston-based Koda Health and Dallas’ Guidehealth, an AI-powered health care services platform, announced a strategic partnership to provide access to tech-enabled solutions to help improve care and reduce costs for patients navigating serious illness.

Health systems and clinically integrated networks working with Guidehealth can now deploy Koda Health’s Advance Care Planning (ACP) platform, which allows patients to document and share their care preferences, goals and advance directives for health systems. Guidehealth’s platform integrates into primary care workflows and allows providers to identify high-risk patients, coordinate care and reduce administrative burden.

Guidehealth also works with a team of virtual caregivers, known as Guidehealth Healthguides, who help patients navigate end-of-life decisions. With this new partnership, the Healthguides will be able to integrate Koda Health’s ACP platform into their workflows.

“Koda Health’s mission is to ensure that every patient’s voice is heard, especially during the most vulnerable times in their lives,” Dr. Desh Mohan, Chief Medical Officer and co-founder of Koda Health, said in a news release. “This partnership with Guidehealth accelerates our ability to reach patients at scale, especially those in value-based arrangements where care alignment and quality of life are top priorities.”

Guidehealth works with more than 500,000 patients and major systems, such as Emory Healthcare, according to the release. The company closed a $14 million seed round last year, which included investment from Memorial Hermann.

“Advance care planning is essential to delivering care that is not just high quality, but also compassionate and aligned with what matters most to each patient,” Dr. Sanjay Doddamani, founder and CEO of Guidehealth, said in a news release. “Koda Health brings a scalable, digital-first approach to a historically complex and emotional process. By embedding Koda into our value-based care ecosystem, we’re equipping providers to have meaningful conversations with patients, reduce unnecessary interventions and ultimately improve the experience for families and clinicians alike.”

Koda Health was born out of the TMC's Biodesign Fellowship and was launched by CEO Tatiana Fofanova, Dr. Desh Mohan, and Katelin Cherry in March 2020. It closed an oversubscribed seed round for an undisclosed amount last year, with investments from AARP, Memorial Hermann Health System and the Texas Medical Center Venture Fund. The company also added Kidney Action Planningto its suite of services in 2024.

4 trailblazing Houston innovators to know right now

Featured Innovators

Editor's note: Houston innovators are blazing new trails with medical breakthroughs and more. Here are four innovators to know, who have been featured on InnovationMap this month.

Dr. Ron Moses, creator of NanoEar

Dr. Ron Moses, an ENT specialist and surgeon at Houston Methodist is the creator of NanoEar, which he calls “the world’s smallest hearing aid.”

NanoEar is an implantable device that combines the invisibility of a micro-sized tympanostomy tube with more power — and a superior hearing experience — than the best behind-the-ear hearing aid.

Moses initially patented a version of the invention in 2000, but says that it took finding the right team to incorporate as NanoEar. Today, NanoEar has nine active patents. The NanoEar concept has done proof-of-concept testing on both cadavers at the University of Antwerp and on chinchillas, which are excellent models for human hearing, at Tulane University.

Thus far, NanoEar has raised about $900,000 to get its nine patents and perform its proof-of-concept experiments. The next step is to build the prototype, but completing it will take $2.75 million of seed funding. Read more.

Dr. Fong Lam, Baylor College of Medicine, and Sergey Shevkoplyas, UH

A team of Houston researchers has developed a new microfluidic device aimed at making treatments safer for children with hyperleukocytosis, a life-threatening hematologic emergency often seen in patients with leukemia.

Dr. Fong Lam, associate professor of pediatrics at Baylor College of Medicine and a pediatric intensive care physician at Texas Children’s Hospital, partnered with Sergey Shevkoplyas, a professor of biomedical engineering at UH, on the device that uses a large number of tiny channels to quickly separate blood cells by size in a process called controlled incremental filtration.

They tested whether performing cell separation with a high-throughput microfluidic device could alleviate the limitations of traditional conventional blood-filtering machines, which pose risks for pediatric patients due to their large extracorporeal volume (ECV), high flow rates and tendency to cause significant platelet loss in the patient.

“Continuously and efficiently separating leukocytes from recirculating undiluted whole blood — without device clogging and cell activation or damage — has long been a major challenge in microfluidic cell separation,” Shevkoplyas said. “Our study is the first to solve this problem.” Read more.

Elizabeth Gore, "The Big Idea with Elizabeth Gore"

Elizabeth Gore, co-founder and president of Houston's Hello Alice, debuted the first episode of her new video podcast series with Yahoo Finance on April 24.

The weekly series, known as "The Big Idea with Elizabeth Gore," will focus on providing information and resources to small business owners and sharing stories of entrepreneurship.

“Entrepreneurs and small business owners drive our country’s economy forward. With a record number of small businesses launching in our communities, my goal is to help every citizen live the American Dream. On the Big Idea, we will break down barriers for entrepreneurs and lift up opportunities for every person wanting to be their own boss,” Gore said. Read more.

Student-led startup runs away with prestigious prize at Rice competition

winner, winner

Rice University student-founded companies took home a total of $100,000 in equity-free funding at the annual Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge.

Known as the NRLC, the venture competition features Rice University's top student-founded startups. The competition is open to undergraduate, graduate, and MBA students at Rice.

Five finalists were named earlier this year to pitch their five-minute pitch before the Rice entrepreneurship community on April 22. Each startup walked away with equity-free investment.

Veloci Running took home the first-place prize and $50,000. The company was founded by Tyler Strothman, a former track and field athlete and senior at Rice majoring in sport management.

Inspired by the foot pain he suffered due to the narrow toe boxes in his running shoes, Strothman decided to create a naturally shaped shoe designed to relieve lower leg tightness and absorb impact.

SteerBio took home second place and $25,000. The startup has a patented single-surgery hydrogel solution for lymphedema. It was founded by Mor Sela Golan, Martha Fowler and Alvaro Moreno Lozano. Lozano was recently named to the 2025 Rice Innovation Fellows cohort and Golan was named a Commercialization Fellow.

Third place, and $15,000, went to Labshare, which is an AI-powered web app that streamlines lab inventory and resource sharing. It was founded by Julian Figueroa Jr, John Tian, Mingyo Kang, Arnan Bawa and Daniel Kuo.

Other winners included:

  • Outstanding Undergraduate Award and $2,500: Kinnections
  • Audience Choice Award and $2,000: Labshare
  • Interdisciplinary Innovation Prize sponsored by OURI and $1,000: Haast Autonomous
  • Frank Liu Jr. Prize for Creative Innovation in Music, Fashion, & the Arts and $1,500: Craftroom
  • Outstanding Achievement in Artificial Intelligence Prize and $1,000: Kaducia
  • Outstanding Achievement in Social Impact Prize and $1,000: Kinnections
  • Outstanding Achievement in Consumer Goods Prize and $1,000 : Actile Technologies
  • Outstanding Achievement in Healthcare Innovations Prize and $1,000: Haast Autonomous

The NRLC, open to Rice students, is Lilie's hallmark event. HEXASpec, which develops inorganic fillers that improve heat management for the semiconductor industry, won the event last year. The team also won this year's Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track.

Lilie also announced its 2025 Rice Innovation Fellows cohort and its first-ever Commercialization Fellows cohort this month. Read more here.

View All Listings