From cancer-fighting companies raising millions to Houston area high school students learning how to start a company, here's some short stories on innovation you may have missed. Photo via inveox.com

Even during the dog days of summer, Houston has innovation news from all industries. In case you missed something, here's a news roundup of some short innovation stories — from raised funds to launched apps, podcasts, and programs.

If you know of innovation-focused news happening, email me at natalie@innovationmap.com with the details andsubscribe to our daily newsletterthat sends fresh stories straight to your inboxes every morning.

TMCx company raises 17€ million 

Photo via inveox.com

Munich-based Inveox, a, AI-enabled cancer-diagnosis technology startup, just set up shop in the Texas Medical Center as a part of TMCx's ninth cohort. The company now has another thing to brag about: 17 million euros worth of investment.

"My founding partner Dominik Sievert and I are very grateful that our investors put such great trust in us and our vision," says managing partner Maria Sievert in a release. "Together we are working towards the goal of using our innovation capacities to develop technologies that can be put to serve people. We want to help lab technicians who give their best every day at labs and we want to ensure the safety of patients as well as the speed and reliability of the entire diagnostic process. That's why we will use this further investment for our forthcoming series production and expansion into new markets."

The funds will go toward production of the company's technology.

Rice's Jones Graduate School of Business launches The Index podcast

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Rice University's Jones Graduate School of Business, has launched, The Index, a podcast that explores thought-provoking topics and business-related ideas.

According to a news release, The podcast grew out of a 2019 South by Southwest partnership between Texas Monthly and Rice Business — the two entities teamed up for a podcast taping about digital wildcatting.

Saul Elbein hosts The Index. He is a contributor to the New York Times Magazine, the NPR radio show "This American Life," and other outlets. Find the latest episode here.

Life science startup organization closes $5.25 million round

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With the close of its $5.25 million round, Fannin Partners LLC — a Houston-based early-stage life science commercialization company — has brought in over $155 million for its portfolio companies.

The funds in part will go toward developing Fannin Innovation Studio. The studio anticipates adding 15 new portfolio companies over the next five years.

"With our portfolio companies Procyrion and Pulmotect advancing in their clinical development and with BreviTest poised for market launch in 2020, our investor group has recognized the tremendous progress we've made," says Fannin founder and chairman Leo Linbeck III in a release. "We are pleased to welcome the additional investment from existing and new investors in this round."

Houston app relaunches following raising $150,000 from local investor

Courtesy of Social Mama

An app that connects moms based on children's ages and common mom problems has relaunched with major upgrades after a year in beta. That's not the only thing Social Mama is celebrating. The startup secured $150,000 funding from local female powerhouse and blogger, Carrie Colbert.

Founder Amanda Ducach says she wanted to create an app that could smartly link moms going through similar struggles — from teething and potty training to single parenting or postpartum depression.

"The social impact of the product is so important," Ducach says in a previous InnovationMap story. "I can't explain to you the isolation and the problem that exists in motherhood. I was completely unaware of it before I started the company."

Austin tech startup lands major Houston-based client

office space

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Houston-based Lionstone Investments has made a deal with Austin-based Bractlet, a smart building software company. The deal translates to Bractlet implementing its technology in Lionstone's 31 office properties across the United States.

"Lionstone is recognized in the industry for its commitment to a data-driven approach to real estate investing," says Lionstone's head of portfolio management and co-head of operations, Tom Paterson, in a news release. "Implementing Bractlet's technology at the portfolio-level allows us to make informed decisions that benefit our investors, conserve energy, and improve tenant comfort and productivity. In this manner, Lionstone is able to provide best-in-class management throughout the entire investment lifecycle."

Houston area high school launches entrepreneurship program

Texas Teacher

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It's never too early to learn the ins and outs of entrepreneurship. Friendswood High School has announced that it will be launching INCubatoredu, a program to help students learn important lessons in the startup world, this fall.

"The Mustang Business INCubator is that authentic experience we were looking for in our business, marketing, and finance program of study," Susan Kirkpatrick, executive director of career technical education at FHS, says in a release. "Students will research a real-world problem that is of interest to them and work to find a product or service solution."

The program will be housed in a newly renovated creative space on the FHS campus. According to the release, the school will host a launch party for the program in the fall.

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

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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.