Houston expert: How to navigate the innovation journey — from PoC to MVP

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This Houston expert describes the main phases central to any innovation journey. Photo courtesy of Slalom

As a technologist, one thing I learned early in my career about the technology landscape is its constant improvements and I understood that companies who kept up with those changes remain successful and competitive. However, only companies mastering a disciplined innovation framework are truly able to harness the power of emerging tech to help them solve their most complex business challenges.

Innovative solutions come in all shapes and sizes, but not all of them should come to life. Specifically, when considering digital solutions, there are a few widely accepted innovation approaches in the product engineering field. This quick guide describes the main phases central to any innovation journey.

Feasibility Study

Ideating can be fun but executing a feasibility study will ground you on what will work and what may still be science fiction. The thought here is to spend two to four weeks doing research and talking to experts to answer a few key questions that will help you determine the feasibility of your idea or concept. Through the study, you will learn how to look at it from both a technology and a business perspective. More importantly, to answer the question 'Is it even possible to accomplish your goal with this technology?'

A subject matter expert (SME) will quickly tell you yes or no and why. If you find the technology is indeed suitable, then you will move on to evaluate the business feasibility. Does it make financial sense? Does it work within established business policies? Will there be a healthy Return On Investment (ROI) within an acceptable timeline? If you find positive responses to those questions, then you should feel confident to move on to a Proof of Concept (PoC) or even jump to a Minimum Viable Product (MVP). On the other hand, if either the technology is not feasible or the solution doesn't make business sense, then you've just saved yourself a lot of time, budget, and possibly headaches.

Proof of Concept

This phase is about testing the theory and proving the hypothesis, technically speaking. You'll need to go through a Proof of Concept if the technology solution you have in mind hasn't been tested in either a lab setting or in the field. Thinking outside of the box and innovating is all about trying new approaches and solving problems in a novel way, so you'll have to spend the time and budget ensuring it will work as expected. However, you must be very careful to not get carried away.

A proper PoC should take four to six weeks, max. It should help you quickly determine whether the technology will live up to its promise or if you need to pivot to another approach. Building a team with the right skillset is vital to this process because they are the ones evaluating the proposed solution and comparing it to the expected outcomes. Any signs of discord should empower the team to stop the project, saving further investment, and should help you decide if another approach is even possible. If all criteria has been met, then move on to the MVP stage.

Minimum Viable Product

At this point, you have confirmed the solution you imagined works and you are ready to unlock its potential. But you must start small. You must prioritize all the features you want this product to have and decide what the core functionality should be. This is important because if you choose too many features to start with, you may initially spend too much money and time and may even miss a window of business opportunity you may have lined up. Hence the name of the MVP, it is a product that employs the minimum time, money, and features while still being a viable product.

In summary, if you have an innovative idea for a technology solution, I recommend you first determine whether it's feasible, both technology and business wise, through a short and focused study. If feasible, then you can put that concept to the test through a PoC and determine its desirability. If this product is indeed desirable, then moving into building an MVP will help you understand its viability – and that is how you can successfully innovate while keeping risks at bay.

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Alfredo Arvide is the director for the products and innovation practice at Slalom Consulting in Houston, where he helps clients solve their most complex business challenges by leveraging emerging technologies and applying innovative technology solutions.

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Texas cybersecurity co. expands unique train-to-hire model to Houston

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It’s increasingly more difficult to ensure the confidentiality, integrity, and availability of proprietary data and information in the ever-changing, ever-evolving digital world.

Cyberattacks, including malware, phishing, and ransomware, are becoming increasingly common and sophisticated, posing a consistent threat to a company’s sustainability and bottom line.

To combat that trend, Nukudo, a San Antonio-based cybersecurity workforce development company, is expanding its initiative to bridge the global cybersecurity talent gap through immersive training and job placement to Houston.

“We saw that there was a need in the market because there's a shortage of skilled manpower within the cybersecurity industry and other digital domains,” says Dean Gefen, CEO of NukuDo. “So, our initial goal was to take a large pool of people and then make them to be fully operational in cybersecurity in the shortest amount of time.”

The company refers to the plan as the “training-to-employment model,” which focuses on providing structured training to select individuals who then acquire the skills and knowledge necessary to secure and maintain fruitful careers.

The company identifies potential associates through its proprietary aptitude test, which recognizes individuals who possess the innate technical acumen and potential for success in various cybersecurity roles, regardless of their level of education.

“We take in people from all walks of life, meaning the program is purely based on the associate’s potential,” Gefen says. “We have people who were previously aircraft engineers, teachers, graphic designers, lawyers, insurance agents and so forth.”

Once selected, associates are trained by cybersecurity experts while gaining hands-on experience through scenario-based learning, enabling them to be deployed immediately as fully operational cybersecurity professionals.

The program training lasts just six months—all paid—followed by three years of guaranteed employment with NukuDo.

While in training, associates are paid $ 4,000 per month; then, they’re compensated by nearly double that amount over the next three years, ultimately pushing their salaries to well into the six figures after completing the entire commitment.

In addition to fostering a diverse talent pipeline in the cybersecurity field, NukuDo is creating a comprehensive solution to address the growing shortage of technical talent in the global workforce.

And arming people with new marketable skills has a litany of benefits, both professional and personal, Gefen says.

“Sometimes, we have associates who go on to make five times their previous salary,” says Gefen. “Add to that fact that we had someone that had a very difficult life beforehand and we were able to put him on a different path. That really hits home for us that we are making a difference.

Nulkudo currently has partnerships with companies such as Accenture Singapore and Singapore Airlines. Gefen says he and his team plans to have a new class of associates begin training every month by next year and take the model to the Texas Triangle (Houston, Austin and Dallas)—then possibly nationwide.

“The great thing about our program is that we train people above the level of possible threat of replacement by artificial intelligence,” Gefen says. “But what we are also doing, and this is due to requirements that we have received from clients that are already hiring our cyber professionals, is that we are now starting to deliver AI engineers and data scientists in other domains.”

“That means that we have added more programs to our cybersecurity program. So, we're also training people in data science and machine learning,” he continues.

All interested candidates for the program should be aware that a college degree is not required. NukuDo is genuinely interested in talented individuals, regardless of their background.

“The minimum that we are asking for is high school graduates,” Gefen says. “They don't need to have a college degree; they just need to have aptitude. And, of course, they need to be hungry to make this change.”

2 Houston universities declared among world’s best in 2026 rankings

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Two Houston universities are in a class of their own, earning top spots on a new global ranking of the world's best universities.

Rice University and University of Houston are among the top 1,200 schools included in the QS World University Rankings 2026. Ten more schools across Texas make the list.

QS (Quacquarelli Symonds), a London-based provider of higher education data and analytics, compiles the prestigious list each year; the 2026 edition includes more than 1,500 universities from around the world. Factors used to rank the schools include academic reputation; employer reputation; faculty-student ratio; faculty research; and international research, students, and faculty.

In Texas, University of Texas at Austin lands at No. 1 in the state, No. 20 in the U.S., and No. 68 globally.

Houston's Rice University is close behind as Texas' No. 2 school. It ranks 29th in the U.S. and No. 119 in the world. Unlike UT, which fell two spots globally this year (from No. 66 to 68), Rice climbed up the charts, moving from 141st last year to No. 119.

University of Houston impresses as Texas' 4th highest-ranked school. It lands at No. 80 in the U.S. and No. 556 globally, also climbing about 100 spots up the chart.

Rice and UH are on a roll in regional, national, and international rankings this year.

Rice earned top-15 national rankings by both Niche.com and Forbes last fall. Rice claimed No. 1 and UH ranked No. 8 in Texas in U.S. News & World Report's 2025 rankings. Rice also topped WalletHub's 2025 list of the best colleges and universities in Texas for 2025.

More recently, in April, both UH and Rice made U.S. News' 2025 list of top grad schools.

In all, 192 U.S. universities made the 2026 QS World University Rankings — the most of any country. Topping the global list is the Massachusetts Institute of Technology (MIT).

“The results show that while U.S. higher education remains the global leader, its dominance is increasingly challenged by fast-rising emerging systems,” says the QS World University Rankings report. “A decade ago, 32 American universities [were] featured in the world’s top 100; today, that number has dropped to 26, and only 11 of these institutions have improved their position this year."

The 12 Texas universities that appear in the QS World University Rankings 2026 list are:

University of Texas at Austin, No. 20 in the U.S. and No. 68 in the world (down from No. 66 last year).
Rice University, No. 29 in the U.S. and No. 119 in the world (up from No. 141 last year).
Texas A&M University, No. 32 in the U.S. and No. 144 in the world (up from No. 154 last year).
University of Houston, No. 80 in the U.S. and No. 556 in the world (up from 651-660 last year).
University of Texas at Dallas, No. 85 in the U.S. and No. 597 in the world (down from 596 last year).
Texas Tech University, No. 104 in the U.S. and No. 731-740 in the world (unchanged from last year).
University of North Texas, No. 123 in the U.S. and No. 901-950 in the world (up from 1,001-1,200 last year)
Baylor University, tied for No. 136 in the U.S. and at No. 1,001-1,200 in the world (unchanged from last year).
Southern Methodist University, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
University of Texas Arlington, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
University of Texas at San Antonio, tied for No. 136 in the U.S. and at 1,001-1,200 in the world (unchanged from last year).
University of Texas at El Paso, No. 172 in the U.S. and at 1,201-1,400 in the world (down from 1,001-1,200 last year).

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This article originally appeared on CultureMap.com.

Houston students develop new device to prepare astronauts for outer space

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Rice University students from the George R. Brown School of Engineering and Computing designed a space exercise harness that is comfortable, responsive, and adaptable and has the potential to assist with complex and demanding spacewalks.

A group of students—Emily Yao, Nikhil Ashri, Jose Noriega, Ben Bridges and graduate student Jack Kalicak—mentored by assistant professor of mechanical engineering Vanessa Sanchez, modernized harnesses that astronauts use to perform rigorous exercises. The harnesses are particularly important in preparing astronauts for a reduced-gravity space environment, where human muscles and bones atrophy faster than they do on Earth. However, traditional versions of the harnesses had many limitations that included chafing and bruising.

The new harnesses include sensors for astronauts to customize their workouts by using real-time data and feedback. An additional two sensors measure astronauts’ comfort and exercise performance based on temperature and humidity changes during exercise and load distribution at common pressure points.

“Our student-led team addressed this issue by adding pneumatic padding that offers a customized fit, distributes pressure over a large surface area to reduce discomfort or injuries and also seamlessly adapts to load shifts — all of which together improved astronauts’ performance,” Sanchez said in a news release. “It was very fulfilling to watch these young engineers work together to find innovative and tangible solutions to real-world problems … This innovative adjustable exercise harness transforms how astronauts exercise in space and will significantly improve their health and safety during spaceflights.”

The project was developed in response to a challenge posted by the HumanWorks Lab and Life Science Labs at NASA and NASA Johnson Space Center for the 2025 Technology Collaboration Center’s (TCC) Wearables Workshop and University Challenge, where teams worked to solve problems for industry leaders.

Rice’s adaptive harness won the Best Challenge Response Award. It was funded by the National Science Foundation and Rice’s Office of Undergraduate Research and Inquiry.

“This challenge gave us the freedom to innovate and explore possibilities beyond the current harness technology,” Yao added in the release. “I’m especially proud of how our team worked together to build a working prototype that not only has real-world impact but also provides a foundation that NASA and space companies can build and iterate upon.”

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