big computing

Houston-based startup makes a splash with cloud technology for E&P in oil sector

This energy tech startup is using tech to change the game within the exploration and production industry. Photo via Getty Images

A Houston area environmental and energy tech company offers a new pay-as-you-go SaaS application that uses chemistry, physics, artificial intelligence, and cloud technology to build simulation platforms for major exploration and production companies.

AquaNRG Consulting's new technology has already been used by major independent E&P companies, helping to increase energy production and optimization. With new products like aiRock™, it uses cloud-based technology to simulate the physical and chemical processes in natural and human-made porous media driven by data.

The company, founded in 2017 by Babak Shafei, a Ph.D. in Earth and Environmental Sciences, uses data chemistry-physics in a new scientific methodology that uses data-driven methods including machine learning to complement and enhance theoretical modeling on reactive transport modeling (RTM) principles.

"We have been working on the product while also thinking of new ways to provide services needed in the energy industry for a number of years," says Shafei.

Babak Shafei founded Houston-based AquaNRG. Photo courtesy of AquaNRG

AquaNRG has been awarded three prestigious Small Business Innovation Research grants totaling $1.4 million from the US Department of Energy and National Science Foundation.

Shafei says that his team of in the research lab continues to develop and improve the set of techniques that can optimize the oil and gas industry. The technology offers a number of solutions in the geology area, including geochemistry or petrophysical calculations, or even in the environmental area for biogeochemistry and remediation calculations.

"Our technology is oriented to big data and big computing," says Shafei. "The platform is armed machine learning and artificial intelligence that uses the chemistry-physics methodology while using a cloud-based application that is very popular and essential for the energy sector."

Shafei says that during the ongoing coronavirus crisis, the digitization of the energy industry has only increased, and helped AquaNRG grow their brand. They plan to use this upward push to their advantage, by expanding their business and thinking well into the future.

"Our team of researchers is focused on our product and our offerings," says Shafei. "There's a lot of exciting things on our mind, including different verticals in terms of new hiring and new facilities, we're looking forward to rolling forward with that."

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Building Houston

 
 

Koda Health, Houston, uses AI to help guide difficult conversations in health care, starting with end-of-life care planning. Image via kodahealthcare.com

A new Houston-based digital advanced care planning company is streamlining some of the most difficult conversations in the health care industry around palliative care.

Founded by Tatiana Fafanova, Dr. Desh Mohan, and Katelin Cherry, Koda Health uses AI to help patients create advance medical care directives and documents—such as a living will—through an easy to use web-based interface.

Koda Health uses a conversational platform where users can enter information about their values, living situations, quality of life wishes, and more while learning about different care options at their own speed. It also uses a proprietary machine learning approach that personalizes audio-video guided dialogue based on the patient's individual and cultural preferences.

The app then autogenerates legal and medical documents, which patients can notarize or electronically witness the forms through the app or on their own.

According to Fafanova, who earned her PhD in in Molecular Medicine at Baylor College of Medicine in Houston and now acts as the company's CEO, what historically has been a time consuming and expensive process, through Koda Health, takes an average of 17 minutes and is completely free of charge to the end user.

"We hope to reduce any outstanding barriers to access that might exist," Fafanova says. "It is very frequently the oldest and the poorest that are the highest utilizers of health care that don't have access to these solutions."

The app is also projected to save health care systems roughly $9,500 per patient per year, as it allows for hospitals and organizations to better plan for what their patient population is seeking in end-of-life-care.

The B2B platform was born out of the TMC's Biodesign Fellowship, which tasked Koda's founding members with finding solutions to issues surrounding geriatric care in the medical center. In March 2020, Koda incorporated. Not long after ICU beds began to fill with COVID-19 patients, "galvanizing" the team's mission, Fafanova says.

"It was no longer this conceptual thing that we needed to address and write a report on. Now it was that people were winding up in the hospital at alarming rates and none of those individuals had advanced care planning in place," she says.

After accelerating the development of the product, Koda Health is now being used by health care systems in Houston, Texas, and Virginia.

The company recently received a Phase I grant of $256,000 from the National Science Foundation, which will allow Koda to deploy the platform at Atrium Health Wake Forest Baptist and test it against phone conversations with 900 patients. Fafanova says the company will also use the funds to continue to develop personalization algorithms to improve Kona's interface for users.

"We want to make this a platform that mimics a high quality conversation," she says.

After Koda completes the Phase I pilot program it will then be eligible to apply for a Phase II award of up to $1 million in about a year.

Koda Health was founded by Tatiana Fafanova, Dr. Desh Mohan, and Katelin Cherry. Photos via kodahealthcare.com

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