One in two Houstonians say they have a great business idea — and two-thirds have gotten the ball rolling on making their idea a reality. Getty Images

If you're sitting on a game-changing business idea, you're not alone. According to data from Northwestern Mutual, over half of Houstonians surveyed said they they've got something up their sleeves for a startup — and a third of that group said their idea has the capability to change the industry.

Of the respondents who said they had a business idea, almost 60 percent have already taken first steps to making their idea a reality. But for those yet to take a plunge, the factors holding these aspiring entrepreneurs back were primarily financial. More than 60 percent said not having enough finances were what's stopped them from taking the next step, while over a third indicated that they weren't sure what their next step would be. About 30 percent identified the fear of failure as what's held them back.

Similarly, when asked what the biggest hurdle in starting a company for their business idea, almost half of those surveyed said financial support, followed by "making money" with 17 percent. Of course, that's what Carrie Neumann, director of Multicultural Market Strategy at Northwestern Mutual, expected. Enter: Northwestern Mutual's financial advising services.

"A personalized, holistic plan sets business owners on track to achieve their goals, and it also puts protections — for the business, the owner and current or future employees — in place for the expected and unexpected," says Neumann in a release.

"For entrepreneurs, a trusted financial adviser is not only a great resource for the many questions that come up when starting a business, but an adviser can also help plan for the longterm."

Northwestern Mutual conducted a survey in partnership with OnePoll with a sample of 8,000 individuals in the United States. Houston was one of the 12 major metros included in the survey — and the lone Texas city. The other cities included in the survey were Chicago; Cincinnati; Denver; Miami; New York; Los Angeles; Omaha, Nebraska; Raleigh, North Carolina; Richmond, Virginia; San Francisco, and Washington D.C.

Houston skewed a tad more ambitious than the other metros surveyed. Across the sample, 41 percent of survey respondents said they have an idea for a business compared to Houston's 51.4 percent. Miami, New York City, and Los Angeles all had a higher percentage of respondents that said they had a great business idea. Los Angeles had over 60 percent of its surveyed participants respond affirmatively to that question.

The city of Houston has its advantages for entrepreneurs. A recent study shows that salaries stretch further in Houston, with the Bayou City ranking as No. 7 nationally. The study conducted by BusinessStudent.com factored in average pay of common jobs and the cost of living.

Every penny counts when you're starting a company. Getty Images

4 financial concerns to keep in mind when launching a startup

Must be the money

You have been working on a new creative technology idea for months, an idea that will solve a problem or make a current process even better. Your innovative idea is ready for the next step, and you, in turn, are prepared to begin your tech startup. Building a company can be stressful and exhausting, but also exhilarating and rewarding. As you begin your product launch, keep these financial tips in mind when starting out.

Consider your funding
Determine how much funding you can use from your personal accounts to jumpstart your business. By investing some of your own money into your company, you show good faith in your business plan and product. This method is appealing to investors because it shows you have a long-term commitment to the company. Next, determine how much you will need from other sources and what those other sources should be. Potential options of funding in addition to traditional bank loans are venture capitalists, angel investors, government grants, and support from business incubators.

Determine your budget
An essential step of starting up is concluding how much funding you need to get started. Establishing a realistic budget is crucial. It can make the difference between having a successful business or joining the 50 percent of small businesses that fail in the first four years. The hiring of employees, leasing office space or lab space, purchasing office equipment, paying for insurance (health and liability) and providing yourself a salary are all items that need to be included in your budget.

Unanticipated extra costs occur from time to time, so overestimate your expenses. Underestimating expenses can sink your startup. Ensure your business is solvent by preparing your budget for more. Additionally, keep in mind different types of expenses, and budget accordingly. For example, you may have one-time costs and on-going costs or fixed costs and variable costs.

Cash flow
According to a U.S. Bank Study, 82 percent of businesses that fail do so because of cash flow problems. Managing your cash flow is crucial to success. Without positive cash flow, you are not able to pay your employees, rent, or taxes. Having profits does not necessarily mean you have positive cash flow. Keep ongoing cash flow work sheets to ensure you have the cash you need to continue on a successful path.

Managing for life
As mentioned earlier, make sure you pay yourself something. It does not have to be a big salary in the beginning, but you need to eat. Additionally, you need to save for emergencies. An old rule of thumb states that an emergency fund should consist of three to six months' worth of expenses. As a result, an emergency fund can make the months where business is slow, or between projects, more sustainable.

Meanwhile, it is a good idea to separate your personal and business banking accounts. Doing so will allow you to stay more organized and help tracking and managing expenses easier. Additionally, separate accounts may be beneficial when paying taxes. Consult a tax professional for additional guidance on taxes. Finally, do not forget to save for your retirement. While it is important to focus on your new business, do not neglect to take care of your personal financial health.

With proper planning and continued financial monitoring, starting your own tech business can be done well and bring years of career satisfaction.

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Joseph Radzwill is senior vice president and a financial adviser with the wealth management division of Morgan Stanley in Houston.

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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.