Houston safe driving app backed by Memorial Hermann plans Texas expansion

Put the phones down

A Houston-based app, SAFE 2 SAVE, rewards drivers for putting their phones away while driving. Pexels

Between 2016 and 2017, distracted driving accidents in Harris County rose 62 percent, according to the Texas Department of Transportation, and a local hospital system is stepping up to keep drivers and their passengers out of their emergency rooms.

Memorial Hermann's critical care air transport service Life Flight is partnering with app SAFE 2 SAVE to reward drivers who keep their minds focused and their eyes on the road. The app launched in Houston in January of 2016, and wants to expand to other Texas markets this year.

"Part of our role as trusted providers of high-quality trauma care for our community is to educate and empower people across the region to change behaviors that cause preventable traumas," Tom Flanagan, Memorial Hermann's vice president of Trauma Service Line and System Integration, says in a press release. "We are tapping into the technology that has become such a large part of people's lives and coincidentally, a major part of distracted driving."

The idea for SAFE 2 SAVE began when College Station pastor's wife Marci Corry, who previously worked for Merck — a large pharmaceutical company, met with a college student she was mentoring to discuss how to help the student's peers detach from their phones. They agreed that incentives, particularly food, were the key, and not just for college kids. Corry was inspired by the news of a Chick-fil-A franchise that used a "Cell Phone Coop" challenge to get customers to talk to each other and rewarded them for restricting their cell use with free ice cream at the end of the meal. "Let's do an app version of that!" she remembers saying at the time.

That was October 2016. In that time, the app has blown up to include a fan base of more than 148,000 users. The company has 20 employees, including two based full-time in Houston.

"We're so fortunate we have a product that everyone is interested in," says vice president of operations, Christina Rudolph. "We have such a unique place in the market because everyone likes our app. There aren't a lot of products to change behavior and food is such a motivator."

The sales team at SAFE 2 SAVE works hard to make the rewards appealing to a broad swath of users, not just college students, so while there are discounts at Chick-fil-A and Dave & Buster's, it's far from the whole story. In Houston, food options include free dishes at State Fare and discounts at Cacao & Cardamom, but also 20 percent off at Rooftop Cinema Club or discounted classes at Pure Barre.

For every minute of driving over 10 miles per hour without using their phones, users rack up two points. As long as users set navigation apps and music before they start driving, they can use those, too.

They can also earn more by referring friends. With enough friends on board, it's easy to organize a competition, a great incentive for family and friends to keep each other in check about safe driving.

"To get people to live a life that's less distracted, there's a ripple effect for users," Corry says of the human connection the app helps to foster.

SAFE 2 SAVE launched in Houston in January of 2018. Before that, Corry connected with Memorial Hermann at a Lifesavers National Conference on Highway Safety Priorities.

"They said, 'We want this to stop happening. We don't want these people being pushed through our door on a stretcher and this is epidemic in Houston,'" Corry says.

The sponsorship means that whenever users in Houston open the SAFE 2 SAVE app, they are met with the words, "Is it really worth it? Memorial Hermann Life Flight says no." The hospital logo is accompanied by a photo the user downloads of themselves with a loved one to remind themselves why their behavior matters.

"Our first step is to continue to go deep in Houston. If you can win Houston, you can win anywhere — it's the most distracted city in the nation," Corry says.

Already expanded to San Antonio, the company hopes to expand to Austin and Dallas this year. Once they hit 500,000 users, online brands are likely to join, making it easier to go nationwide. But until then, Houston has some serious work to do.


Marci Corry (left) started SAFE 2 SAVE in January of 2018. Christina Rudolph is the company's vice president of operations.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”

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