If you are among those companies looking to go public in the near future, now is the time to get your house in order. Photo via Getty Images

Home to a wealth of world-changing innovations and a highly skilled labor pool, Houston has attracted startups and digital tech firms for years. Today, the city stands at the forefront of a promising era with seven Houston startups beginning the year strong with more than $380 million in venture funding, and the city ranked among the top emerging startup ecosystems in North America

Houston-based startups planning their exit strategies have good reason to be optimistic about an initial public offering, or IPO, market that is expected to grow in 2024. After a two-year slump in startup investing, some market watchers are predicting that the IPO window may reopen as the economy improves and inflation and interest rates cool.

But good timing requires good readiness. The window of opportunity for preparation now appears to be a microwindow. As any company that went public at the peak of the dot-com or post-COVID booms can attest, preparation is essential to quickly take action when the time is right. Hitting that microwindow will require that IPO-bound Houston companies be strategic about their IPO readiness planning. A lack of planning can result in an IPO experience that is not well planned, and potentially a missed opportunity altogether.

It’s unclear when the next IPO window will open, or for how long the window will remain open, but it could happen quicker than expected. This unpredictability suggests that Houston startups seeking to go public should start their legal, financial, and regulatory planning now. The important period for many companies planning an IPO begins six to 18 months prior to listing and lasts until the six months post-IPO.

Readying an IPO

We gained several insights from our discussions with CEOs and CFOs who have effectively navigated IPOs recently to provide insights for companies contemplating going public when the next microwindow opens. A company’s comprehensive readiness plan can be key to performing well in the market, whether it is up or down. Summarized below are common key areas that challenged many C-Suite executives in being a public company and, in hindsight, areas they wished they had addressed earlier in the process.

  1. Internal forecasting. Internal forecasting is paramount. In fact, it’s one of the primary takeaways cited in our conversations with the C-suite execs who went through the IPO process. Houston companies on an IPO track should be prepared to provide accurate forecasting and timely fulfillment of projections. Missing projections can result in significant regulatory repercussions.
  1. Key performance indicators and non-GAAP measures. Take reasonable steps towards performing a comprehensive benchmarking study to determine relevant KPIs and non-GAAP measures and metrics to report upon; be ready with the frameworks in place to report upon during quarterly and annual reporting.
  1. Growth story. The ability to communicate the company’s growth story can be essential to an effective IPO. Company leaders should be able to clearly convey topics such as the company’s growth, vision and strategy, its plans for improving performance metrics, the market opportunity, its competitive edge, and how its product or services will meet market demand. Meetings with analysts and other market influencers are also necessary to gain investor support. The executives we talked to said that when they did not invest time in this awareness-building step, they often found themselves rushing to get the word out as the offering date closed in.
  1. Finance infrastructure and human capital. Understand the infrastructure and operating model required to operate as a public company, along with the human capital necessary to sustain operations. Identifying the necessary skillsets and bandwidth within the team supports a smoother IPO process. Collaborating with experienced, independent advisors is also vital. These advisors assist in organizing the process, outlining SEC reporting requirements, updating SEC-compliant financial reporting, preparing Management Discussion and Analysis (MD&A) and pro forma financial information, and offering guidance throughout the pre-IPO preparation.
  1. Governance. IPO-bound companies need to anticipate new corporate governance requirements as a publicly traded entity, particularly in terms of their board of directors. Proper governance and board oversight can be essential to support the quality of financial statements produced by management. Executives told us that recruiting the right board members is often a significant pre-IPO challenge. Identifying these members early is crucial, as the right resources may not be available later.

Closing thoughts

If you are among those companies looking to go public in the near future, now is the time to get your house in order. Companies are often surprised to discover how much preparation it truly takes to operate as a public company. In fact, we typically recommend starting the preparation journey 18 to 24 months before the anticipated public listing date. Simply stated, if you wait until the IPO window opens before gearing up, you likely will be gearing up for the next window.

Deloitte’s complimentary IPO SelfAssess tool can help you gauge your ability to go public with a tailored assessment. The tool provides you with useful insights and identifies potential areas for improvement based on the feedback you provide.

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Will Braeutigam is the U.S. capital markets transactions leader at Deloitte & Touche LLP. Laura Evans is audit and assurance partner at Deloitte & Touche LLP.

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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.