Digital duck crossing

Natural disaster relief technology records a successful pilot program just outside of Houston

Sensor-enabled rubber ducks might be the solution to keeping track of major weather events. Courtesy of Project Owl

Nearly two years after Hurricane Harvey battered the Houston area, a flock of electronic "rubber ducks" flew above homes in Katy in a broader endeavor to keep first responders and victims connected during natural disasters.

Developers and backers of Project Owl, an Internet of Things (IoT) hardware and software combination, conducted a pilot test of this innovation June 1 — the first day of this year's hurricane season. In the Katy test, 36 "ducks" took flight.

Bryan Knouse, co-founder and CEO of Project Owl (organization, whereabouts, and logistics), says the initiative marries:

  • A deployable IoT network of DuckLink devices that can quickly provide a basic WiFi setup where communications infrastructure might be down, like a region where a hurricane just hit. A single device can connect through WiFi to smartphones and laptops.
  • A software data visualization platform that speeds up and simplifies data monitoring on the Clusterduck network.

"So, our technology can be deployed to help communities that have been destroyed after natural disasters by providing quickly accessible communications network to coordinate and organize a response," Knouse tells InnovationMap.

The DuckLink network comprises hubs resembling rubber ducks, which can float in flooded areas if needed. It takes only five of these hubs to cover one square mile. This network sends speech-based communications using conversational systems (like Alexa and Facebook Messenger) to a central application. The app, the Owl software incident management system, relies on predictive analytics and various data sources to build a dashboard for first responders.

"Once this network of ducks is deployed and then clustered, civilians are able to basically get on the devices through a really intuitive interface and contact first responders with a list of things that are really essential to them," Project Owl team member Magus Pereira explained in an October 2018 blog post.

Project Owl, which won IBM's Call for Code Global Challenge in 2018, is being developed by Code and Response, an IBM program that puts open source technologies in communities that most need them. Knouse and Houston software engineer Charlie Evans lead Project Owl.

In a June 6 blog post, Evans recalled the widespread damage his hometown suffered during Hurricane Harvey and stressed the importance of efforts like Project Owl.

"The sheer magnitude of storms like this," Evans writes of Hurricane Harvey, "and the fact that extreme weather isn't going anywhere anytime soon, really drive home the point that effective communication and logistics are among the highest [priorities] for organizations that are involved with rescuing people and with cleanup."

Katy was the second pilot site for Project Owl. The first large-scale test was done in March in Puerto Rico.

Members of the Project Owl team were pleased with the Katy test. Knouse says the speed of DuckLink deployment improved versus the Puerto Rico test, and the network error transmission rate fell from more than 30 percent to around 10 percent.

"This test is important for anyone who wants to see how we will support communities during natural disasters," Knouse tells InnovationMap. "The growth and improvement [seen in the Katy test] confirms that we can continue to improve the speed, scale, and performance of the network, elevating confidence that if it's deployed during a real disaster, we can support recovery and critical life saving activities."

Following the Puerto Rico and Katy pilots, Project Owl will test the technology again later this year in Puerto Rico, as well as in Alabama, California, and Washington state, according to Knouse.

"It's one thing to build something in a lab and say, 'It works.' It's another to have complete strangers watch the technology deployment and say, 'It works — we need this as soon as possible.' And we are working at maximum capacity to make that happen," Knouse wrote in May.

Owl deploys duck technology

Courtesy of Project Owl

About five of the "rubber ducks" are needed to track one square mile.

Trending News

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

Trending News