This week's roundup of Houston innovators includes Bill Voss of Everest, Day Edwards of ChurchSpace, and Tim Neal of GoExpedi. Photos courtesy

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from e-commerce to the '"AirBNB for churches" — recently making headlines in Houston innovation.

Bill Voss, founder and CEO of Everest

Bill Voss joins the Houston Innovators Podcast to discuss upcoming upgrades to Everest. Photo via LinkedIn

Bill Voss wanted to create a digital marketplace that would be a one-stop shop for outdoor activity equipment, apparel, and sporting goods. He had the vision, and he launched Everest. But it's taken some time to develop the platform he dreamt of.

"Our biggest challenge to date was technology. For the past two years, we have been developing our own technology," Voss says on the Houston Innovators Podcast. "Before the end of this year, there will be a brand new website with a better user experience and an amazing marketplace app. It's going to be really exciting."

Voss says he has mountainous goals for Everest — and the potential for impact on the entire sports and outdoors industry is there. As the new website, app, and streaming service all deliver over the next year, Voss says the company will take a huge step toward being able to disrupt the industry. Click here to read more.

Day Edwards, co-founder and CEO of ChurchSpace

Day Edwards and her startup, ChurchSpace, are fresh off an Amazon accelerator. Photo courtesy of Church Space

Houston startup, ChurchSpace, recently participated in the inaugural cohort of the AWS Impact Accelerator for Black Founders, which included a pre-seed fundraising campaign and a $125,000 equity injection from Amazon.

"Being a part of the inaugural AWS Impact Accelerator has changed the trajectory and tech build of ChurchSpace," says Day Edwards, CEO and co-founder of the company. "From the grant time to having the ability to build a platform using the latest technologies to ensure churches can share their space safely has truly been a blessing. I urge any female founder to definitely take time to apply. This is a life changing opportunity for all startups."

The AWS Impact Accelerator strengthened ChurchSpace’s efforts of turning underutilized church real estate into on-demand event, worship, and kitchen space. The program provides high-potential, pre-seed startups the tools and knowledge to reach key milestones such as raising funding or being accepted to a seed-stage accelerator program. Click here to read more.

Tim Neal, founder and CEO of GoExpedi

Houston-based GoExpedi placed on this year's Inc. 5000. Photo by Colt Melrose for GoExpedi

In the latest edition of its roundup of fastest growing privately held companies, Inc. magazine has recognized dozens of Houston organizations.

Houston startup GoExpedi, an industrial supply chain and analytics company, is the highest ranking local tech company on the list. GoExpedi ranked No. 675 in the 2022 edition of Inc. 5000, with a 924 percent growth rate between 2018 and 2021.

"The team at GoExpedi is honored to rank number 675 among America's Fastest-Growing Private Companies on the Inc. 5000 Annual List," says Tim Neal, CEO of GoExpedi, in a news release. "GoExpedi has grown exponentially since launching in 2017 due to our forward-thinking and innovative supply chain solutions." Click here to read more.

Bill Voss of Everest joins the Houston Innovators Podcast to discuss the upgrades coming to shoppers and sellers alike. Photo via LinkedIn

Houston innovator hunts down better tech for online outdoor equipment marketplace

houston innovators podcast episode 147

Get ready, sports and wilderness lovers. A Houston company that's built an online marketplace for apparel and equipment is gearing up for some big updates to its user experience.

Bill Voss — founder and CEO of Everest, an online marketplace working to be a one-stop shop for all outdoors and sporting equipment — joined the Houston Innovators Podcast this week to discuss some major upgrades to the platform that are coming soon.

"Our biggest challenge to date was technology. For the past two years, we have been developing our own technology," Voss says on the show. "Before the end of this year, there will be a brand new website with a better user experience and an amazing marketplace app. It's going to be really exciting."

Another new addition to Everest is a Amazon Prime-like level of membership called Caliber. This option will provide consumers the same level of discounts, overnight shipping, etc. that they've come to expect from entities like Amazon. Caliber will also include a video streaming component that Voss says will launch next year.

While Everest is in many ways striving to compete with the likes of Amazon, Voss says the company wants to differ in one big way — how it collaborates with sellers.

"We really are seller friendly," Voss says. "We work with our sellers and communicate with them. We think we have some of the best customer service as it relates to seller interaction in the business. If our sellers are happy, it will translate to a better customer experience at the end of the day."

Voss says he has mountainous goals for Everest — and the potential for impact on the entire sports and outdoors industry is there. As the new website, app, and streaming service all deliver over the next year, Voss says the company will take a huge step toward being able to disrupt the industry.

"A true marketplace allows us to come together as one group, and we can conquer the space. We can be a true disruptor, we can be a household name, and we can do something very special here," he explains. "But we don't believe we have to do it alone. The seller community is coming together in one ecosystem called Everest."

Voss shares more about the future of Everest on the podcast. Listen to the interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


Everest will sell products from more than 1,000 U.S. manufacturers. Photo courtesy of Everest

Pioneering Houstonian launches innovative online marketplace for outdoor equipment

A MOUNTAINOUS ACHIEVEMENT

Houston businessman Bill Voss has forever found his zen through his lifelong passion for the great outdoors, but there’s one aspect that was making him positively furious: the shopping.

Burned out with driving to brick-and-mortar stores, standing in long lines, and dealing with dreaded returns, Voss turned his necessity into invention and launched Everest.com, a new shopping/lifestyle marketplace and community platform that links active-minded customers to more than 1,000 U.S.-based merchants and retailers.

By utilizing what it describes as “state of the art” artificial intelligence, the company aims to create the largest marketplace on earth for the outdoor recreation community, covering activities such as hiking, camping, biking, rock climbing, winter sports, water sports, team sports, fishing, hunting, kayaking, rafting, and road and trail running.

Voss’ timing is sound: Current industry estimates suggest consumers spend $700 billion in outdoor recreation, with less than 20 percent of those sales transacted online. Towards that end, Voss plans to increase his sellers to 10,000 by 2023.

Everest members can also enjoy perks through a program dubbed Caliber, which provides its members with several exclusive benefits including free shipping, advance sales, travel benefits, big discounts on gear, and — a plus these days — discounts on fuel. Voss notes that the site’s core values are pushing U.S.-made products and giving back; Everest will have nonprofit and conservation partners.

CultureMap caught up with the active Voss on the heels of his Everest launch.

CultureMap: Congratulations on the launch. Essentially, have you created an Amazon for the outdoors crowd — but with a sense of community, too?

Bill Voss: We started Everest.com to create the first online marketplace with the sole focus of offering outdoor enthusiasts retail goods for purchase from merchants across the country who offer domestically made goods.

In our experience, people who love the outdoors also appreciate the concept of community. At Everest, we want to bolster that community by giving local businesses a wider sales reach, contributing to local and national charitable organizations, and asking everyone in our community to share the story of their “Everest.”

We’re taking a fairly segmented market and bringing it together into one community-focused ecosystem. We call that ecosystem Everest.


CM: What Houston spots have most inspired you? And have you visited Everest yet?

BV: I’m a fisherman at heart. I have been fishing the Gulf of Mexico since I could hold a fishing rod. There is nothing I’d rather do than spend a whole day on the water casting, trolling, or remembering many epic fights reeling in a big one.

So naturally, I love Galveston, Kemah, etc. and being so close to the Gulf is a huge reason why I love Houston. The city itself may be a major metropolitan area, but it is full of so many parks and recreation areas that are great to walk through when you need to escape the sounds of the city for a bit— which Houston really doesn’t get enough credit or exposure for.

Houston has an amazing outdoor community with so many choices to support it — it’s hard to pick just one activity that ranks number one.

I do have plans to visit Everest actually! I am arranging a trip with two brothers that have made it to the top more than anyone else and they assure me it will be an amazing trip.

CM: Clearly, you’re an avid outdoorsman. Is it correct to say that Everest was inspired by frustration and hassle of bouncing to other sites and stores?

BV: Exactly! I found myself doing just that and it’s infuriating. I’d be visiting multiple stores, going through multiple checkouts, and waiting on multiple boxes to arrive — and sometimes dealing with multiple return scenarios. So, I set out to fix it — for all of us.

I grew up fishing, spending hours on the water with my dad. To me that’s one of the best parts of any outdoor activity, the quality time spent with the people you love. I don’t think you get the same experience if you’re sitting around a tv screen together, and you certainly don’t get it if you’re spending hours on your computer trying to track down the perfect beginner fishing rod for your daughter. Time is precious, and the endless toil of gear compilation eats into those few available hours we have to spend together.

By aggregating thousands of outdoor brands and gear retailers and centralizing them into one marketplace, we’re allowing our users to hop on, find everything they need, and check out easily. We’re just getting started but, within the next two years, we hope to add even more sellers and products along with more community offerings.

Being out on the water showing my kids how to bait a hook or how to find a school of fish, those are the memories I hope they take with them. With Everest, it has been important to me to help make those kinds of experiences easily attainable for everyone and the people they love.

CM: Speaking of other stores, do you plan to go head-to-head with the REIs and Sun and Skis of the world? Or Amazon?

BV: I get this question all the time and I love it. As to the first two, definitely not. We’re a marketplace, we’re here to help companies like REI and Sun and Ski, who can participate as sellers and reach new customers.

The difference is that our members can pick up everything they need, from multiple retailers, in one cart, with one easy checkout option. Many of the big names already spotlight and sell products on Amazon — they can do the same with Everest. We are a community of like-minded outdoor loving enthusiasts that have been looking for a niche marketplace to serve all of us.

Think of what Chewy did in the pet industry — we are doing the same thing for those that love the outdoors. Amazon has to be everything to everybody. We don’t, and we don’t want to.

CM: Do you see Everest ever creating brick-and-mortar stores?

BV: Wonderful question. The beauty of Everest is we are still a young company with options to consider. But remember, one of the main tenets of Everest is supporting our sellers. We are not looking to get into a situation where we are competing directly with them.

However, we’d love to one day open a shop selling Everest sweatshirts and swag in downtown Houston. It would be so fulfilling to see the outdoor community wearing Everest branded clothing and putting Everest stickers on their gear in the future.

The bottom line is, we are sprinting as hard as we can in hopes of waking up one day as a true disruptor, household name, and eternal brand.

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This article originally ran on CultureMap.

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11 Houston researchers named to Rice innovation cohort

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The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”

Houston startup debuts new drone for first responders

taking flight

Houston-based Paladin Drones has debuted Knighthawk 2.0, its new autonomous, first-responder drone.

The drone aims to strengthen emergency response and protect first responders, the company said in a news release.

“We’re excited to launch Knighthawk 2.0 to help build safer cities and give any city across the world less than a 70-second response time for any emergency,” said Divyaditya Shrivastava, CEO of Paladin.

The Knighthawk 2.0 is built on Paladin’s Drone as a First Responder (DFR) technology. It is equipped with an advanced thermal camera with long-range 5G/LTE connectivity that provides first responders with live, critical aerial awareness before crews reach the ground. The new drone is National Defense Authorization Act-compliant and integrates with Paladin's existing products, Watchtower and Paladin EXT.

Knighthawk 2.0 can log more than 40 minutes of flight time and is faster than its previous model, reaching a reported cruising speed of more than 70 kilometers per hour. It also features more advanced sensors, precision GPS and obstacle avoidance technology, which allows it to operate in a variety of terrains and emergency conditions.

Paladin also announced a partnership with Portuguese drone manufacturer Beyond Vision to integrate its Drone as a First Responder (DFR) technology with Beyond Vision’s NATO-compliant, fully autonomous unmanned aerial systems. Paladin has begun to deploy the Knighthawk 2.0 internationally, including in India and Portugal.

The company raised a $5.2 million seed round in 2024 and another round for an undisclosed amount earlier this year. In 2019, Houston’s Memorial Villages Police Department piloted Paladin’s technology.

According to the company, Paladin wants autonomous drones responding to every 911 call in the U.S. by 2027.

Rice research explores how shopping data could reshape credit scores

houston voices

More than a billion people worldwide can’t access credit cards or loans because they lack a traditional credit score. Without a formal borrowing history, banks often view them as unreliable and risky. To reach these borrowers, lenders have begun experimenting with alternative signals of financial reliability, such as consistent utility or mobile phone payments.

New research from Rice Business builds on that approach. Previous work by assistant professor of marketing Jung Youn Lee showed that everyday data like grocery store receipts can help expand access to credit and support upward mobility. Her latest study extends this insight, using broader consumer spending patterns to explore how alternative credit scores could be created for people with no credit history.

Forthcoming in the Journal of Marketing Research, the study finds that when lenders use data from daily purchases — at grocery, pharmacy, and home improvement stores — credit card approval rates rise. The findings give lenders a powerful new tool to connect the unbanked to credit, laying the foundation for long-term financial security and stronger local economies.

Turning Shopping Habits into Credit Data

To test the impact of retail transaction data on credit card approval rates, the researchers partnered with a Peruvian company that owns both retail businesses and a credit card issuer. In Peru, only 22% of people report borrowing money from a formal financial institution or using a mobile money account.

The team combined three sets of data: credit card applications from the company, loyalty card transactions, and individuals’ credit histories from Peru’s financial regulatory authority. The company’s point-of-sale data included the types of items purchased, how customers paid, and whether they bought sale items.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says.

The final sample included 46,039 credit card applicants who had received a single credit decision, had no delinquent loans, and made at least one purchase between January 2021 and May 2022. Of these, 62% had a credit history and 38% did not.

Using this data, the researchers built an algorithm that generated credit scores based on retail purchases and predicted repayment behavior in the six months following the application. They then simulated credit card approval decisions.

Retail Scores Boost Approvals, Reduce Defaults

The researchers found that using retail purchase data to build credit scores for people without traditional credit histories significantly increased their chances of approval. Certain shopping behaviors — such as seeking out sale items — were linked to greater reliability as borrowers.

For lenders using a fixed credit score threshold, approval rates rose from 15.5% to 47.8%. Lenders basing decisions on a target loan default rate also saw approvals rise, from 15.6% to 31.3%.

“The key takeaway is that we can create a new kind of credit score for people who lack traditional credit histories, using their retail shopping behavior to expand access to credit,” Lee says. “This approach benefits unbanked applicants regardless of a lender’s specific goals — though the size of the benefit may vary.”

Applicants without credit histories who were approved using the retail-based credit score were also more likely to repay their loans, indicating genuine creditworthiness. Among first-time borrowers, the default rate dropped from 4.74% to 3.31% when lenders incorporated retail data into their decisions and kept approval rates constant.

For applicants with existing credit histories, the opposite was true: approval rates fell slightly, from 87.5% to 84.5%, as the new model more effectively screened out high-risk applicants.

Expanding Access, Managing Risk

The study offers clear takeaways for banks and credit card companies. Lenders who want to approve more applications without taking on too much risk can use parts of the researchers’ model to design their own credit scoring tools based on customers’ shopping habits.

Still, Lee says, the process must be transparent. Consumers should know how their spending data might be used and decide for themselves whether the potential benefits outweigh privacy concerns. That means lenders must clearly communicate how data is collected, stored, and protected—and ensure customers can opt in with informed consent.

Banks should also keep a close eye on first-time borrowers to make sure they’re using credit responsibly. “Proactive customer management is crucial,” Lee says. That might mean starting people off with lower credit limits and raising them gradually as they demonstrate good repayment behavior.

This approach can also discourage people from trying to “game the system” by changing their spending patterns temporarily to boost their retail-based credit score. Lenders can design their models to detect that kind of behavior, too.

The Future of Credit

One risk of using retail data is that lenders might unintentionally reject applicants who would have qualified under traditional criteria — say, because of one unusual purchase. Lee says banks can fine-tune their models to minimize those errors.

She also notes that the same approach could eventually be used for other types of loans, such as mortgages or auto loans. Combined with her earlier research showing that grocery purchase data can predict defaults, the findings strengthen the case that shopping behavior can reliably signal creditworthiness.

“If you tend to buy sale items, you’re more likely to be a good borrower. Or if you often buy healthy food, you’re probably more creditworthy,” Lee explains. “This idea can be applied broadly, but models should still be customized for different situations.”

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This article originally appeared on Rice Business Wisdom. Written by Deborah Lynn Blumberg

Anderson, Lee, and Yang (2025). “Who Benefits from Alternative Data for Credit Scoring? Evidence from Peru,” Journal of Marketing Research.