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

guest column

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.

This week's roundup of Houston innovators includes Alfredo Arvide of Slalom Consulting, Allison Post of the Texas Heart Institute, and Jeff Price of Pronto Pay. Courtesy photos

3 Houston innovators to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — tech consulting, health care, and fintech — recently making headlines in Houston innovation.

Alfredo Arvide, senior principal within product engineering at Slalom Consulting

Should you launch an app? Or just a web page? This consultant weighs in with his advice. Photo courtesy of Slalom

Tech founders have a lot of decisions to make, and Alfredo Arvide of Slalom Consulting wrote a guest column for InnovationMap to help advise on a big one.

"One of the biggest decisions you'll have to make as an entrepreneur is whether you should host your product or service on the web, via an app, or through a webapp," he writes. "Product development has a million intricacies that will dictate – and sometimes demand – a specific route to market." Read more.

Allison Post, manager of innovation partnerships at the Texas Heart Institute

Allison Post joins the Houston Innovators Podcast to share what she's focused on in cardiac innovation. Photo courtesy of THI

In a perfect world, Houston's health care institutions work collaboratively on innovative health care solutions and the city soars as a major hub for life science innovation. That perfect world is Allison Post's goal. As Texas Heart Institute's manager of innovation partnerships, she is in charge of supporting THI innovators and connecting the institute with the rest of the city.

"I only see just phenomenal things for Houston, and what I really want is for the Texas Medical Center to become even more interconnected. We've got to be able to transfer ideas and thoughts and intentions seamlessly between these institutions and right now there are a lot of barriers," Post says. "And I really think Texas Heart is hopefully going to serve as an example of how to take down those barriers." Read more and stream the episode.

Jeff Price, founder and CEO of Pronto Pay

This Houston startup has an app for helping employees get a portion of their paychecks before payday. Photo via Pexels

So much of the country lives paycheck to paycheck, and Jeff Price saw a business opportunity to help out employees who need an advance on their wages. He founded Pronto Pay in the first quarter of 2021. The software aims to connect hourly works with transparent access to wages earned before pay day without disrupting the employers' books.

"When you think about it, payroll hasn't changed in nearly two centuries. As far as we can remember, you get paid weekly or bi-weekly. And that's precisely the point we're trying to solve," Price says. Read more.

Should you launch an app? Or just a web page? This consultant weighs in with his advice. Photo courtesy of Slalom

Web page or app? Houston expert shares his tips for launching your online platform

guest column

One of the biggest decisions you'll have to make as an entrepreneur is whether you should host your product or service on the web, via an app, or through a webapp. In this quick guide, I'll go over a few tips to help you narrow down the options and make an informed decision.

First, allow me to explain each of these terms. In this context, I am assuming your big idea is either a product or service which your customer base will consume in a digital format. The question is, do you deliver your product or service via a regular webpage (web), does it require robust native application functionality (app), or can it be a hybrid model where the app runs on browser (webapp).

Certainly, if you can sell your product or services through a simple online store, then the debate is over: you should just web. If you are just selling a new gadget, for example, you don't need an app nor a webapp. E-Commerce has come such a long way that a simple webpage will suffice.

However, if that is not your situation, then here's three main considerations to help you decide between building an app or a webapp.

Native hardware required

If your product or service will use a hardware component from your audience's mobile device or tablet, such as the GPS, the Camera, the Microphone, or the Gyroscope, then you should heavily lean towards building a native app.

There are web frameworks that will allow you to gain access to a devices' camera or GPS via a webapp, but none are as stable, reliable, or robust as using a native app framework.

The question then becomes, what operating system do you develop your native app in: Apple's iOS, Google's Android, Microsoft's Windows, other or all of them?

Keep in mind there are platforms – such as Xamarin – that enable you to develop in multiple native app ecosystems simultaneously, however, deciding the platform(s) will affect your timeline, budget and audience reach. Also know that if your product or service can or should be accessible offline, then that reinforces your native app decision and eliminates a webapp given they require connectivity to run on a browser.

Universal adoption expected

In contrast, if you are looking to sign-up a broad audience then you should lean towards building a webapp.

All devices, whether mobile, tablets or laptops, have sophisticated and modern web browsers that can easily run webapps. Therefore, if you don't want to worry about deciding between different platforms, then by building a universal webapp that is compatible with all popular browsers all your users will have immediate access.

This route also bypasses all the requirements you must meet and the policies you must comply with to publish your native app to communities such as Apple's App Store or Google Play.

Even better you can update and maintain your webapp at your own pace, not having to rely on Apple's or Google's approval and publish/update schedules.

Investment tolerance 

Now, if you gathered major seed funding or hit it big in a series A round giving you a higher upfront investment tolerance, then I'd advise you to go the native app route.

The aforementioned Apple and Google native app marketplaces, albeit strict, offer amazing features that you would not be able to leverage going the webapp route. Your customer experience will almost certainly be higher going native app, which will increase your ROI, promote repeat subscribers and overall success.

But this route will be more expensive than webapp, especially if you do decide to offer it on multiple major platforms. Hence, if you have the budget, go for it and launch natively. If your investment tolerance is more reserved, then start with a webapp, and simply iterate until you are forced to go native.

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This quick guide is by no means an exhaustive list of considerations. Product development has a million intricacies that will dictate – and sometimes demand – a specific route to market. Yet, if you ask yourself a few of the questions I laid out, you will be able to make an informed decision guiding your commercialization strategy as you kick off your startup journey.

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Alfredo Arvide is a senior principal within product engineering at Slalom Consulting in Houston, where he helps clients tackle their most complex business challenges by applying innovative technology solutions.

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Houston scientists develop breakthrough AI-driven process to design, decode genetic circuits

biotech breakthrough

Researchers at Rice University have developed an innovative process that uses artificial intelligence to better understand complex genetic circuits.

A study, published in the journal Nature, shows how the new technique, known as “Combining Long- and Short-range Sequencing to Investigate Genetic Complexity,” or CLASSIC, can generate and test millions of DNA designs at the same time, which, according to Rice.

The work was led by Rice’s Caleb Bashor, deputy director for the Rice Synthetic Biology Institute and member of the Ken Kennedy Institute. Bashor has been working with Kshitij Rai and Ronan O’Connell, co-first authors on the study, on the CLASSIC for over four years, according to a news release.

“Our work is the first demonstration that you can use AI for designing these circuits,” Bashor said in the release.

Genetic circuits program cells to perform specific functions. Finding the circuit that matches a desired function or performance "can be like looking for a needle in a haystack," Bashor explained. This work looked to find a solution to this long-standing challenge in synthetic biology.

First, the team developed a library of proof-of-concept genetic circuits. It then pooled the circuits and inserted them into human cells. Next, they used long-read and short-read DNA sequencing to create "a master map" that linked each circuit to how it performed.

The data was then used to train AI and machine learning models to analyze circuits and make accurate predictions for how untested circuits might perform.

“We end up with measurements for a lot of the possible designs but not all of them, and that is where building the (machine learning) model comes in,” O’Connell explained in the release. “We use the data to train a model that can understand this landscape and predict things we were not able to generate data on.”

Ultimately, the researchers believe the circuit characterization and AI-driven understanding can speed up synthetic biology, lead to faster development of biotechnology and potentially support more cell-based therapy breakthroughs by shedding new light on how gene circuits behave, according to Rice.

“We think AI/ML-driven design is the future of synthetic biology,” Bashor added in the release. “As we collect more data using CLASSIC, we can train more complex models to make predictions for how to design even more sophisticated and useful cellular biotechnology.”

The team at Rice also worked with Pankaj Mehta’s group in the department of physics at Boston University and Todd Treangen’s group in Rice’s computer science department. Research was supported by the National Institutes of Health, Office of Naval Research, the Robert J. Kleberg Jr. and Helen C. Kleberg Foundation, the American Heart Association, National Library of Medicine, the National Science Foundation, Rice’s Ken Kennedy Institute and the Rice Institute of Synthetic Biology.

James Collins, a biomedical engineer at MIT who helped establish synthetic biology as a field, added that CLASSIC is a new, defining milestone.

“Twenty-five years ago, those early circuits showed that we could program living cells, but they were built one at a time, each requiring months of tuning,” said Collins, who was one of the inventors of the toggle switch. “Bashor and colleagues have now delivered a transformative leap: CLASSIC brings high-throughput engineering to gene circuit design, allowing exploration of combinatorial spaces that were previously out of reach. Their platform doesn’t just accelerate the design-build-test-learn cycle; it redefines its scale, marking a new era of data-driven synthetic biology.”

Axiom Space wins NASA contract for fifth private mission, lands $350M in financing

ready for takeoff

Editor's note: This story has been updated to include information about Axiom's recent funding.

Axiom Space, a Houston-based space infrastructure company that’s developing the first commercial space station, has forged a deal with NASA to carry out the fifth civilian-staffed mission to the International Space Station.

Axiom Mission 5 is scheduled to launch in January 2027, at the earliest, from NASA’s Kennedy Space Center in Florida. The crew of non-government astronauts is expected to spend up to 14 days docked at the International Space Station (ISS). Various science and research activities will take place during the mission.

The crew for the upcoming mission hasn’t been announced. Previous Axiom missions were commanded by retired NASA astronauts Michael López-Alegría, the company’s chief astronaut, and Peggy Whitson, the company’s vice president of human spaceflight.

“All four previous [Axiom] missions have expanded the global community of space explorers, diversifying scientific investigations in microgravity, and providing significant insight that is benefiting the development of our next-generation space station, Axiom Station,” Jonathan Cirtain, president and CEO of Axiom, said in a news release.

As part of Axiom’s new contract with NASA, Voyager Technologies will provide payload services for Axiom’s fifth mission. Voyager, a defense, national security, and space technology company, recently announced a four-year, $24.5 million contract with NASA’s Johnson Space Center in Houston to provide mission management services for the ISS.

Axiom also announced today, Feb. 12, that it has secured $350 million in a financing round led by Type One Ventures and Qatar Investment Authority.

The company shared in a news release that the funding will support the continued development of its commercial space station, known as Axiom Station, and the production of its Axiom Extravehicular Mobility Unit (AxEMU) under its NASA spacesuit contract.

NASA awarded Axiom a contract in January 2020 to create Axiom Station. The project is currently underway.

"Axiom Space isn’t just building hardware, it’s building the backbone of humanity’s next era in orbit," Tarek Waked, Founding General Partner at Type One Ventures, said in a news release. "Their rare combination of execution, government trust, and global partnerships positions them as the clear successor-architect for life after the ISS. This is how the United States continues to lead in space.”

Houston edtech company closes oversubscribed $3M seed round

fresh funding

Houston-based edtech company TrueLeap Inc. closed an oversubscribed seed round last month.

The $3.3 million round was led by Joe Swinbank Family Limited Partnership, a venture capital firm based in Houston. Gamper Ventures, another Houston firm, also participated with additional strategic partners.

TrueLeap reports that the funding will support the large-scale rollout of its "edge AI, integrated learning systems and last-mile broadband across underserved communities."

“The last mile is where most digital transformation efforts break down,” Sandip Bordoloi, CEO and president of TrueLeap, said in a news release. “TrueLeap was built to operate where bandwidth is limited, power is unreliable, and institutions need real systems—not pilots. This round allows us to scale infrastructure that actually works on the ground.”

True Leap works to address the digital divide in education through its AI-powered education, workforce systems and digital services that are designed for underserved and low-connectivity communities.

The company has created infrastructure in Africa, India and rural America. Just this week, it announced an agreement with the City of Kinshasa in the Democratic Republic of Congo to deploy a digital twin platform for its public education system that will allow provincial leaders to manage enrollment, staffing, infrastructure and performance with live data.

“What sets TrueLeap apart is their infrastructure mindset,” Joe Swinbank, General Partner at Joe Swinbank Family Limited Partnership, added in the news release. “They are building the physical and digital rails that allow entire ecosystems to function. The convergence of edge compute, connectivity, and services makes this a compelling global infrastructure opportunity.”

TrueLeap was founded by Bordoloi and Sunny Zhang and developed out of Born Global Ventures, a Houston venture studio focused on advancing immigrant-founded technology. It closed an oversubscribed pre-seed in 2024.

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