These are the risks and rewards of prototyping, according to Houston expert

Guest column

The journey from ideation to creation, and then manufacturing can be difficult, but rewarding. Photo courtesy of OKGlobal

We live in a digital world. Music, movies, and even family photos have become primarily digital. Computer software offers us a range of comfort and efficiency and has become part of our daily routine. So, why would anyone want to build a career around physical product development?

Simple, almost every software product or next big thing relies on a well-executed physical product development project. Apps need a place to run, games need a console to be played, and pictures need a camera to be taken.

Physical product development means dreaming of something that does not yet exist and solves an existing problem. It means taking an intangible idea and making it into a physical item that people can see, touch, and use.

The journey from ideation to creation, and then manufacturing can be difficult, but rewarding. By understanding the process, you'll find that not only is your inspiration worth pursuing, but it may be one of the most fulfilling things you will ever do.

From inspiration to perspiration

Every product development project begins with a vision, the identification of a problem and a solution for that problem. That initial spark of inspiration is what drives the entire project.

Look for a problem that hasn't been solved and solve that problem, or try the reverse. Think of a product idea, and then work backwards to find the need. Regardless, one cannot be successful without the other.

Projects require this problem, or need, because it embodies the product's target market. A product idea without a well-defined need has no reason to exist, and if it did, it would be downright perplexing.

Once you identify your need and idea, start your research.

Test the validity of your idea. How much of a market exists for your problem-solving miracle? Send out surveys, look at various markets, conduct data analyses, and generally, do everything in your power to ensure that your product should be made.

Then, start making something.

From concept to reality

The design, prototype and manufacturing stages are what bring your inspiration closer to reality. Turning it into a concrete product means letting go, and that can be scary.

Initial concept designs can be done in a variety of different ways. Detailed sketches and blueprints could be drawn up, or CAD drawings can be created. This concept design can help you explain your idea to others, including partners and investors. What works even better, though, are prototypes.

A prototype is a preliminary model of your product that can help you determine the feasibility of different aspects of your design. You can make a functional prototype, which acts as a proof-of-concept for your idea, or you may create aesthetic prototypes that will test the look and feel of your product.

Once you nail down the ideal appearance and physicality of your product, you will need to combine the two disciplines as seamlessly as possible. This performance prototype will effectively demo your final product.

Finally, you can prepare your product for production. Designing for manufacturability (DFM) means ensuring that your product can be made efficiently and cost-effectively. DFM allows you to mistake-proof your product by choosing the best manufacturing materials and methods, while keeping in mind the appropriate regulations for your desired market.

From nothing into something

The product development process often changes. Trends like crowdsourcing and innovative fast-to-market solutions constantly upend the process and make it new again. Some automakers, for example, want to innovate the design process using existing customer data — similar to how companies like Microsoft and Apple create iterative versions of their software product development projects.

Getting your product to market can be tough, but certain approaches can ease the burden. Create a simpler product. Fail fast and fail cheap with lean development, meaning limit your risk to maximize your return. Also, never underestimate the importance of customer feedback and intellectual property protection throughout the process.

With that said, invest in yourself and your inspiration, and you will avoid that nagging what if-mentality that drives regret. Great reward always requires risk, but there are also ways to invest smarter. Use available resources and give your dream the best chance for success.

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Onega Ulanova is the founder of OKGlobal.

Making a product that is worth further investing in, one that customers will want to buy, requires several prototypes, sometimes tens of prototypes to prove the concept and perfect your idea. Photo courtesy of OKGlobal

Houston expert shares why prototyping is so important to startups

guest column

Rarely in life is anything perfect on the first attempt. Writers write drafts that are proofed and edited. Musicians practice over and over, and athletes train for years to perfect their skills before becoming pros. So, it only makes sense that a product developer would develop a prototype before manufacturing their products.

But why? Why can't a perfectly designed product go straight from CAD to production? In reality, making a product that is worth further investing in, one that customers will want to buy, requires several prototypes, sometimes tens of prototypes to prove the concept and perfect your idea. Success comes through practice, just like with the musicians and the athletes.

Defining "prototype"

The word prototype derives from the Greek word meaning, "primitive form." It's an early sample or model of a product built to test a concept or process. Understanding that a prototype, by definition, is an early form of your final product, know that there is often a compromise between your prototype and the final product design. Differences in materials, manufacturing processes and design may create a slightly different look and feel of your prototype.

A full design build is expensive, and it can be time-consuming, so before manufacturing, we create a prototype. This allows you to look for any flaws and problems, figure out solutions, then rebuild with the updates. The process may repeat multiple times. Rapid prototyping is often used for your initial prototype, allowing you to inexpensively build and test the parts of the design that are most likely to be flawed, solving issues on the front end, before you make the full product.

This necessary step is needed to progress with your product development and take you further toward the commercialization and marketing of your product.

Why prototype?

Prototyping allows you to learn about the product, the design, and the functionality. By doing repetitive prototyping, you eliminate the guesswork and base your decisions on actual data and facts. Don't ever guess. Just learn. Just prototype.

Market Testing
It allows you to put a product in front of your consumers, get their opinion, and make changes based on how the consumer uses the prototype.

Save Money
You get to save money on initial product testing, by letting consumers test the product the way they would use it in real life.

Make Improvements
Prototyping gives you the opportunity to make improvements before putting your product into the market. You can see where/if your idea is flawed and flush it out before you manufacture products that won't sell.

Sales Forecasting
This is a difficult enough task as it is, but when you have a new product, it's hard to predict how it will fare against other products in the market. By watching how consumers use the prototype, and by seeing it work against other products, you will begin to understand the sales cycle for that product, allowing you to start your forecasting.

Product designers cannot predict how a consumer will react to a new product, so they release several prototypes, and gather feedback, switching up the products until they find what works for the consumer. When the product went to manufacturing, and finally to market, it was almost guaranteed to be a success—an unintended use for prototyping, and yet one of its best uses.

Designers realize that what looks good on paper isn't always what the end-user is going to want. By getting an inexpensive prototype in front of consumers, designers have been able to get quick feedback, adjust the product, and create a winning product.

When it doubt, prototype it out

The beauty of prototyping is that each prototype interaction opens new opportunities to improve your product. In all reality, you will need more than one prototype to develop a truly valuable product. Product development can get bogged down in meetings, where the product is analyzed, and guesses are made as to "the best way," but by getting to the rapid prototype stage, you can skip some of that guesswork and replace it with real information from the customers.


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Onega Ulanova is the founder of OKGlobal.

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UTHealth Houston team joins NASA initiative to protect border drinking water

water watch

Climate change means far more to public health than living with hotter days. Transformations in our weather are contributing to challenges in accessing safe drinking water in some communities.

One of the most dire situations is along the US–Mexico border. The National Aeronautics and Space Administration (NASA) is seeking to address that issue with its Water Quality Applications program. An 11-researcher project led by a UTHealth Houston School of Public Health faculty member has been selected to participate.

“Drinking water is one of the most fundamental public health protections, but producing safe drinking water involves a delicate balance,” Yun Hang, assistant professor of environmental and occupational health sciences, said in a news release. Her team’s proposal was one of 93 that were submitted for funding through NASA’s Research Opportunities in Space and Earth Sciences (ROSES)-2025 program.

This is the first time that NASA has worked with a team devoted to water quality applications. The group, which includes researchers from across the nation, will use satellite observations of Earth, as well as hydrologic modeling, to potentially anticipate and act on water quality conditions as they change. Challenges addressed over the course of the three-year program, which kicked off in June, might include problems with water quality due to climate variability and increased pressure on water resources.

Hang’s team will focus on a pair of borderlands: Paso del Norte and the Rio Grande Valley.

“Working closely with El Paso Water ensures that our research addresses real operational needs while helping utilities better prepare for climate-related water quality changes and continue providing safe drinking water to communities across the Texas border region,” Hang added in the release.

She and the team will use data gathered by NASA on both past and future Earth-observing missions, which will allow them to track environmental changes that may affect source water quality. Combined with past water treatment records and hydrologic models, the team will also utilize artificial intelligence to develop predictive tools that aim to stop issues before they become larger hurdles to water safety.

Another one of the project’s goals is to create visualization tools and source water summaries that can be utilized by those without scientific expertise. The tools will be produced in English and Spanish to further broaden their accessibility.

The hope is that the materials made by the team will also go far beyond the border, with protocols that can be adapted or adopted by other areas dealing with water quality issues.

U.S. News declares Houston hospital No. 1 in Texas for the 15th year

Top of the Chart

Houston Methodist Hospital and over a dozen more Houston-area hospitals have earned bragging rights in U.S. News & World Report's newly released rankings of the Best Hospitals for 2026-2027.

Every year, U.S. News annually evaluates nearly 4,500 U.S. hospitals to determine which meet the publication's rigorous standards and offer the best care for patients across 14 adult specialties and 23 procedures and conditions. New to this year's batch of rankings, U.S. News introduced regional rankings in cancer; cardiology; heart and vascular surgery; orthopedics; and rehabilitation.

Houston Methodist Hospital was the only Texas institution named on U.S. News' Best Hospitals Honor Roll, a prestigious list of the 20 best medical centers in the country. Houston Methodist also reigns as Texas' best hospital for the 15th consecutive year.

The hospital also shines among the nation’s best in 10 specialties:

  • No. 5 – Gastroenterology and GI Surgery
  • No. 7 – Obstetrics and Gynecology
  • No. 10 – Cardiology, Heart, and Vascular Surgery
  • No. 11 – Pulmonology and Lung Surgery
  • No. 13 – Neurology and Neurosurgery
  • No. 19 – Cancer
  • No. 21 – Orthopedics
  • No. 23 – Diabetes and Endocrinology
  • No. 24 – Geriatrics
  • No. 43 – Urology
Houston Methodist also earned high performing distinctions across one regional specialty (Rehabilitation) and 21 procedures and conditions.

"This recognition reflects the remarkable dedication of our physicians and employees and their tireless focus on delivering unparalleled care to our patients," said Houston Methodist president and CEO Marc L. Boom, M.D. in a press release. "While we are honored by this recognition, its true significance lies in what it represents — an unwavering commitment to putting patients first."

Elsewhere in Houston, The University of Texas MD Anderson Cancer Center ranked as the No. 1 best cancer hospital in the nation for the 12th year in a row.

"This ranking is a tremendous honor, and it reflects our unwavering commitment to continue making progress in our mission to end cancer," said UT MD Anderson president Peter WT Pisters, M.D. "We are deeply grateful to everyone who made this recognition possible: our faculty and staff, volunteers, donors, and the patients and families we are honored to serve."

MD Anderson also earned national rankings in two specialties — Urology (No. 6) and Gastroenterology and GI Surgery (No. 16) — and it received high performing distinctions in six procedures and conditions: Colon Cancer Surgery; Ear, Nose, and Throat Surgery; Gynecological Cancer Surgery; Leukemia, Lymphoma, and Myeloma Treatment; Lung Cancer Surgery; and Prostate Cancer Surgery.

The additional Houston hospitals that ranked among the best in Texas for 2026-2027 are:

  • No. 3 – Houston Methodist Sugar Land Hospital (tied with Baylor University Medical Center Dallas)
  • No. 5 – Baylor St. Luke's Medical Center, Houston
  • No. 6 – Memorial Hermann Hospital, Houston
  • No. 7 – Houston Methodist The Woodlands Hospital
  • No. 10 – Memorial Hermann Greater Heights Hospital (tied with St. David's Medical Center, Austin)
  • No. 14 – Houston Methodist Baytown Hospital
  • No. 15 – Memorial Hermann Memorial City Medical Center, Houston
  • No. 21 – Houston Methodist Clear Lake Hospital, Nassau Bay; St. Luke's Health-The Woodlands Hospital; University of Texas Medical Branch, Galveston (also tied with six more Texas hospitals)
  • No. 30 – Memorial Hermann Sugar Land Hospital (tied with five other Texas hospitals)
  • No. 36 – HCA Houston Healthcare Kingwood (tied with Parkland Health-Dallas)
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This article originally appeared on CultureMap.com.

Houston helps power Texas’ rise as AI infrastructure hub, new report finds

eyes on ai

Houston plays a major role in Texas’ rapidly evolving AI economy, a new report indicates.

The report from Build American AI, a pro-AI advocacy group, notes Houston’s growing AI presence includes:

  • A factory being built by AI chipmaker NVIDIA and electronics manufacturer Foxconn that will produce AI supercomputers and infrastructure systems
  • Houston Methodist’s use of ambient AI to listen to health care providers’ conversations with patients, eliminating the need for manual notetaking
  • An abundance of AI products and services for the energy sector

Across the state, billions of dollars in new AI investments are fueling advancements in construction, manufacturing, energy production, logistics, and health care, according to the report.

“Texas is not merely a place where AI products will be used. Texas is becoming one of the places where the AI economy is being assembled,” the report says.

Particularly noteworthy are four major AI-related projects around the state representing an investment of more than $140 billion, including Google’s $40 billion buildout of AI data centers.

“While California had a headstart in building the software era, Texas will build the infrastructure era,” says the report. “That is not a slogan. Economic research has revealed for decades that innovation happens where the local conditions make building and collaboration possible, and Texas is positioned to be a central hub.”

According to the report, components of Texas’ infrastructure era include:

  • Energy leadership
  • Top-tier hospitals
  • Semiconductor investments
  • Construction capabilities
  • Data center growth
  • Major companies and universities

On the workforce front, Stanford University’s 2026 AI Index found Texas had 80,547 AI job postings in 2025, accounting for 8 percent of the national total.

“Texas no longer needs to ask whether AI will reshape the economy. It already has,” the report concludes. “The question is whether Texas will merely host part of that future or lead it.”

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