The Houston Angel Network's investors heard from growing startups in their portfolio — along with a few prospects. Getty Images

The Houston Angel Network checked in with their investors and portfolio companies at their biannual Houston Angel Summit that gathered HAN members, local investors, and startup founders for a day full of educational opportunities, pitches, and fireside chats.

The event, which took place last week at Rice University's Liu Idea Lab for Innovation and Entrepreneurship, featured 11 startups – both new and more familiar to HAN members – pitching their growing companies in hopes of catching the interest of potential investors.

BioMedical Music Solutions

Austin-based BioMedical Music Solutions has a SaaS platform that uses artificial intelligence and music to accelerate rehabilitation at a lower cost. Founder Hope Young explained her years-proven therapy can work its magic in one-third of the time and one-tenth of the cost of traditional physical therapy sessions.

Optelos

Houston-based Optelos has a patented SaaS solution that can transform physical asset images, videos, and documents into what's known as a "Digital Inspection Twin" that can enabling knowledge workers utilizing our unified data management, reality modeling, and in-process artificial intelligence solution, to digitally visualize, analyze and manage their entire asset base.

Pocket Naloxone

Maryland-based Pocket Naloxone is attempting to solve the opioid crisis. The company has a portfolio of over-the-counter drug overdose reversal agents, including a naloxone OTC product.

AI Driller

Houston-based AI Driller is using mathematic algorithms to apply automation on rigs for drilling. The startup can also offer its clients real-time data and cuts out the opportunity for human error.

Cavu Biotherapies

Houston pet immunotherapy company, Cavu Biotherapies, has seen a tremendous amount of growth and is now a treatment partner at 43 clinic providers in 18 states and Canada. Founder Colleen O'Connor says she's seen a near 600 percent growth in revenue over the past year and treated 38 dog cancer patients in that timeframe.

CorInnova

Another Houston company, CorInnova, has created a device from a soft, flexible material that can be easily inserted through a 1-inch incision, and then be used for increase blood pumping in the heart by 50 percent.

Hive Genie

Houston-based Hive Genie is using technology to help beekeepers optimize their pollination operations and monitor hive operations remotely. Gone are the days, Hive Genie hopes, that beekeepers need to suit up to track and maintain their colonies physically.

Siera AI

Austin-based Siera AI is using its AI-enabled cloud IoT platform for logistics solutions and safety improvements in warehouse settings. A goal of the company's, according to its website, is to free humans from these types of dull, dangerous, dirty tasks.

Skycom

The sky's not even the limit for Austin-based Skycom and its airship technology that supplies low-cost cell towers in orbit. The technology can bring down the cost of mobile service providers and allow for growth into new markets.

Tevido

Another Austin company, Tevido uses a pigment cell graft process to use patients' own skin cells to restore normal skin color for patients with vitiligo and pale scars.

Tot Squad

Los Angeles-based Tot Squad emerged as a service-focused company for baby-related tasks and now has emerged as a digital marketplace connecting service providers online to parents and to-be parents for needs like stroller cleaning or carseat installation.

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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.