From credit to crowdfunding, startups have more cash flow options now than ever before. Getty Images

When it comes to raising money for your startup, there's plenty of fish in the sea, however, navigating the rough waters can be difficult.

Houston Community College put on a Small Business Summit on June 13 and gathered a group of financial professionals to represent several types of funding options, from venture capital to microlending.

Crowdfunding

The crowdfunding game has changed, says Rhian Davies, business development manager for LetsLaunch, an equity-based crowdfunding tool.

While most people think that donation-based crowdfunding — like GoFundMe or Kickstarter that give you the product or thank-you gift when you give — are the only options, that's not the case. And, investing using these platforms doesn't mean anything to you if the company sees success.

"If it makes it big, you're not going to get anything back," says Davies of these types of platforms.

But the JOBS Act in 2012 changed everything. Now, companies fundraising on crowdfunding sites can trade in equity for funds.

"Previously, investments were reserved for wealthy individuals — accredited individuals — who had a certain amount of money could invest in businesses," says Davies. "Equity crowdfunding opened that up."

With crowdfunding, you can also run other types of fundraising efforts at the same time, spreading out your options.

"It allows (the community) to invest in your business and it allows you to pass the hat and have people come on board," Davies says.

The other benefit to using the LetsLaunch platform is the team assists the startups every step of the way, from uploading a digital pitch deck onto the LetsLaunch platform and preparing paperwork to filing with the SEC.

However, one of the major challenges for startups is deciding what their funding goal is. Davies says you do have to hit a certain funding goal to be able to take that cash home, and for LetsLaunch, they look for that figure to be $10,000 minimum. Anything less than that isn't worth it — from both the LetsLaunch and the startup's perspective. The maximum value for equity crowdfunding is capped at just over $1 million — per the SEC.

Venture capital

VC funding is where most people's minds go when it comes to startup funding. And this type of funding is in an evolution phase too, says Remington Tonar, managing director at The Cannon Houston. While traditional VCs want a three-times return in five to seven years, some firms have more on their minds then just the money.

"There's a new phenomenon in venture where a lot of early stage investors and angel investors are looking at social impact investing," Tonar says. "They want to invest in women- or minority-owned businesses or companies that have a sustainability or social impact component to them. For those investors, the return demands are much more flexible."

Not only are they more flexible on returns, but VCs want more hands-on roles at the companies they invest in. Tonar says venture capitalists don't want to give passive capital.

Another way VCs differ from other types of funding is they are looking for something different in the companies they invest in — they want the next big thing.

"What venture capitalists really look for is disruptive business that are creating value in news ways," Tonar says.

And investments can be industry agnostic — VCs aren't reserved to just tech and computing industries.

"Most people would not have thought the hotel industry was a great industry for venture capital until Airbnb came along," says Tonar. "Most people would not have thought that taxis were a great industry for venture capital until Uber came along."

Fundraising through VC firms is a very personal process — they are investing in you, the founder, just as much as they are investing in the company or idea, Tonar says. You can have a horrible credit history or have declared bankrupt in the past, and while they will find that out, it's not a dealbreaker like it would be for a bank or traditional loan process.

"But if the investor feels that the idea has value and can create value and meets their risk profile, they will look at your startup and go through their due diligence process."

Microlending

A new trend in funding options is microlending — a type of loan process that caps out at $50,000. Lisa Riley is Houston market president for LiftFund, one of the largest microlenders in the United States.

Since the amount is smaller, the risk is smaller too. The type of customer LiftFund looks for is the person or company that's been denied by other banks.

"It's not always because of something negative with the customer," Riley says. "There are certain industries where it's very difficult to get finance right now."

Just like the trend in VCs, these types of lenders want to be hands on too to help secure success and a return.

"The last thing we want to be is another monthly obligation or a debt — the noose around someone's neck suffocating their small business," Riley says. "We want to make sure and walk with you and hold your hand as long as you'll hold mine so that when we give you your loan it's the right amount for your business and the right time."

Traditional loans and factoring

Of course, conventional loans is still an option, as is factoring — the process in which a business sells its accounts receivables to a third-party entity, called a factor.

Peter Ellen, senior vice president at Amegy Bank, explains the process as being pretty traditional. His bank wants to see a secure and profitable business on trach for growth.

"Typically, we look for a business that's been established for two years, that has generated a profit, and can show a clear path of repayment," Ellen says.

Again, like other funding options, Ellen says a relationship with the company is important.

"That's really what we look to do, is to form a relationship at an early stage with a company, really understand what they do, and help assist in the growth and success of their company," he says.

SBA loans

SBA loans are another lending option for startups to consider, Aziz Rahim, senior vice president at Wallis Bank, explains.

Different from a traditional loan process, SBA loans are guaranteed by the Small Business Association up to 85 percent, which lowers the risk for then lending partner.

Other benefits to SBA loans are lower down payments, generous term lengths, and caps on interest rates.

"The good thing about SBA loans compared to conventional loans is SBA loans do not balloon," Rahim says.

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Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.

UH lands $1.2M NIH grant to fight superbugs using AI, quantum sensing

drug defense

The fight against antibiotic-resistant bacteria like MRSA is getting science fiction-like upgrades at the University of Houston thanks to a new four-year, $1.26 million grant from the National Institutes of Health.

The university says the recent funding brings total federal support up to $3.5 million for 11 years for the project, which uses AI and quantum-sensing technology to better understand how bacterial proteins develop resistance to drugs.

Any medical professional will tell you that one of the worst things that can happen is almost killing an infection. Bacteria that survive attacks from conventional antibiotic treatments emerge tougher, more resistant and more aggressive than before–making them much harder to treat. A good example is the superbug methicillin-resistant Staphylococcus aureus (MRSA).

UH chemistry professors Yuhong Wang and Shoujun Xu are working on this issue. They know full well that fighting superbugs requires new technology and new approaches, which is what they aim to pioneer with their new grant.

“Drug-resistant bacterial infections such as MRSA are becoming harder to treat, creating an urgent need for faster ways to understand how antibiotics and other small molecules interact with bacterial proteins,” Wang said in a news release.

Wang and Xu’s work centers around GTP, a cellular fuel that can cause tiny changes to a cell's structure when it mutates. Sometimes, those shape changes make it easier for drugs to breach the wall and attack the cells.

The UH scientists are employing AlphaFold, an AI-powered tool that can scan large molecular libraries in seconds. From these models, they can see promising drug combinations for future testing.

Once identified, the team uses their invention, super-resolution force spectroscopy, to monitor the cells. Tiny magnetic beads are attached to genetic material, then magnified to see how strong that material is when pulled. They can measure this incredible microscopic process through an atomic magnetometer, typically used in quantum physics. Combined, all these tools allow a high-definition look at how each molecule might respond to new chemical approaches.

“We're the only chemists in the world that use an atomic magnetometer for biological research,” Xu said. “It's a technique developed by physicists, and there is usually a gap between techniques developed by physicists and biological applications. Yuhong and I have been bridging that gap together for the past 10 years.”

Eventually, Wang and Xu hope to develop powerful software that can be used by drug manufacturers to model cellular responses. With enough predictive data, the software could even get ahead of superbugs’ own mutation, allowing drugs to be developed before new strains arrive.

"We want an algorithm where you input a protein sequence, score the mutation hotspots, and develop new inhibitors before a drug-resistant species even emerges," Wang added.