Across industries, these three founders found a new way of doing things. Images courtesy

This week's innovators to know truly represent the spirit of innovation. All three looked at a traditional way of doing something, and reimagined it — from design to smart technology.

Andre Norman, founder of Jellifin

Andre Norman founded Jellifin, an options trading platform, flipping the script on the traditional investment process. Courtesy Jellfin

When it comes to investing in stock options, you might go the traditional route and seek out a brokerage that focuses on options trading. There's a major catch, though: most brokerages tack on a fee of anywhere between $7 and $20 per trade, says Andre Norman, founder of Jellifin, an online options trading platform, is disrupting that norm.

The company works with individuals and brokers to provide an options trading platform at a flat monthly fee. This allows investors to trade as frequently or infrequently as they please, and to not factor in the cost of a trade fee when considering what's best for their portfolio.

"A lot of people don't invest because of the high costs associated with trading," Norman said. "We allow them to get into investing without having to pay huge amounts of money."

Read more about Jellifin and its founder here.

Lisa Pope Westerman, founder and CEO of LUCID

Lisa Pope Westerman has created LUCID, a network of architects that's flipping the script on how architecture projects go. Courtesy of LUCID

When it comes to the traditional method of design integration, Lisa Pope Westerman saw a disconnect. She created LUCID, a collective of architects and boutique architecture firms, to help connect the dots within the industry. When clients retain LUCID as their designer or architect, they're given access to the firms and individual architects who are best suited for the job.

"People have referred to us as 'the WeWork of architecture,' or 'the Uber of design,'" Pope Westerman says. "We think that in 10 years, this is how the world will just be working."

Read more about LUCID and its founder here.

Marci Corry, owner of SAFE 2 SAVE

Marci Corry had the idea for SAFE 2 SAVE in 2016 when she 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. Now, the Houston-based app has blown up to include a fan base of more than 148,000 users, 20 employees, and a partnership with Memorial Hermann.

"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.

Read more about SAFE 2 SAVE and its founder here.

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

Houston safe driving app backed by Memorial Hermann plans Texas expansion

Put the phones down

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 create AI model to tap into how brain activity relates to illness

brainiac

Houston researchers are part of a team that has created an AI model intended to understand how brain activity relates to behavior and illness.

Scientists from Baylor College of Medicine worked with peers from Yale University, University of Southern California and Idaho State University to make Brain Language Model, or BrainLM. Their research was published as a conference paper at ICLR 2024, a meeting of some of deep learning’s greatest minds.

“For a long time we’ve known that brain activity is related to a person’s behavior and to a lot of illnesses like seizures or Parkinson’s,” Dr. Chadi Abdallah, associate professor in the Menninger Department of Psychiatry and Behavioral Sciences at Baylor and co-corresponding author of the paper, says in a press release. “Functional brain imaging or functional MRIs allow us to look at brain activity throughout the brain, but we previously couldn’t fully capture the dynamic of these activities in time and space using traditional data analytical tools.

"More recently, people started using machine learning to capture the brain complexity and how it relates it to specific illnesses, but that turned out to require enrolling and fully examining thousands of patients with a particular behavior or illness, a very expensive process,” Abdallah continues.

Using 80,000 brain scans, the team was able to train their model to figure out how brain activities related to one another. Over time, this created the BrainLM brain activity foundational model. BrainLM is now well-trained enough to use to fine-tune a specific task and to ask questions in other studies.

Abdallah said that using BrainLM will cut costs significantly for scientists developing treatments for brain disorders. In clinical trials, it can cost “hundreds of millions of dollars,” he said, to enroll numerous patients and treat them over a significant time period. By using BrainLM, researchers can enroll half the subjects because the AI can select the individuals most likely to benefit.

The team found that BrainLM performed successfully in many different samples. That included predicting depression, anxiety and PTSD severity better than other machine learning tools that do not use generative AI.

“We found that BrainLM is performing very well. It is predicting brain activity in a new sample that was hidden from it during the training as well as doing well with data from new scanners and new population,” Abdallah says. “These impressive results were achieved with scans from 40,000 subjects. We are now working on considerably increasing the training dataset. The stronger the model we can build, the more we can do to assist with patient care, such as developing new treatment for mental illnesses or guiding neurosurgery for seizures or DBS.”

For those suffering from neurological and mental health disorders, BrainLM could be a key to unlocking treatments that will make a life-changing difference.

Houston-based cleantech unicorn named among annual top disruptors

on the rise

Houston-based biotech startup Solugen is making waves among innovative companies.

Solugen appears at No. 36 on CNBC’s annual Disruptor 50 list, which highlights private companies that are “upending the classic definition of disruption.” Privately owned startups founded after January 1, 2009, were eligible for the Disruptor 50 list.

Founded in 2016, Solugen replaces petroleum-based products with plant-derived substitutes through its Bioforge manufacturing platform. For example, it uses engineered enzymes and metal catalysts to convert feedstocks like sugar into chemicals that have traditionally been made from fossil fuels, such as petroleum and natural gas.

Solugen has raised $643 million in funding and now boasts a valuation of $2.2 billion.

“Sparked by a chance medical school poker game conversation in 2016, Solugen evolved from prototype to physical asset in five years, and production hit commercial scale shortly thereafter,” says CNBC.

Solugen co-founders Gaurab Chakrabarti and Sean Hunt received the Entrepreneur of The Year 2023 National Award, presented by professional services giant EY.

“Solugen is a textbook startup launched by two partners with $10,000 in seed money that is revolutionizing the chemical refining industry. The innovation-driven company is tackling impactful, life-changing issues important to the planet,” Entrepreneur of The Year judges wrote.

In April 2024, Solugen broke ground on a Bioforge biomanufacturing plant in Marshall, Minnesota. The 500,000-square-foot, 34-acre facility arose through a Solugen partnership with ADM. Chicago-based ADM produces agricultural products, commodities, and ingredients. The plant is expected to open in the fall of 2025.

“Solugen’s … technology is a transformative force in sustainable chemical manufacturing,” says Hunt. “The new facility will significantly increase our existing capabilities, enabling us to expand the market share of low-carbon chemistries.”

Houston cleantech company tests ​all-electric CO2-to-fuel production technology

RESULTS ARE IN

Houston-based clean energy company Syzygy Plasmonics has successfully tested all-electric CO2-to-fuel production technology at RTI International’s facility at North Carolina’s Research Triangle Park.

Syzygy says the technology can significantly decarbonize transportation by converting two potent greenhouse gases, carbon dioxide and methane, into low-carbon jet fuel, diesel, and gasoline.

Equinor Ventures and Sumitomo Corp. of Americas sponsored the pilot project.

“This project showcases our ability to fight climate change by converting harmful greenhouse gases into fuel,” Trevor Best, CEO of Syzygy, says in a news release.

“At scale,” he adds, “we’re talking about significantly reducing and potentially eliminating the carbon intensity of shipping, trucking, and aviation. This is a major step toward quickly and cost effectively cutting emissions from the heavy-duty transport sector.”

At commercial scale, a typical Syzygy plant will consume nearly 200,000 tons of CO2 per year, the equivalent of taking 45,000 cars off the road.

“The results of this demonstration are encouraging and represent an important milestone in our collaboration with Syzygy,” says Sameer Parvathikar, director of renewable energy and energy storage at RTI.

In addition to the CO2-to-fuel demonstration, Syzygy's Ammonia e-Cracking™ technology has completed over 2,000 hours of performance and optimization testing at its plant in Houston. Syzygy is finalizing a site and partners for a commercial CO2-to-fuel plant.

Syzygy is working to decarbonize the chemical industry, responsible for almost 20 percent of industrial CO2 emissions, by using light instead of combustion to drive chemical reactions.

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This article originally ran on EnergyCapital.