Austin Rolling, Gabriella Rowe, and Aaron Knape are this week's Houston innovators to know. Photos courtesy

In this weekly roundup of Houston innovators, we find an entrepreneur who created the tech solution he wished he'd had as a salesman, an innovation leader with big goals for The Ion, and a startup founder who's in for a very busy March.

Here are this week's Houston innovators to know.

Austin Rolling, CEO and co-founder of Outfield

austin rolling

Photo courtesy of Outfield

As an experienced salesman, Austin Rolling knows the challenges salespeople face on a daily basis. Rolling, who worked in a number of positions in both inside and outside sales with such big name companies as Whirlpool and Beats by Dre. He tells InnovationMap about how he wished he had better tools for communication and keeping organized.

"Fast forward some years later, my co-founder and I decided to work on a solution that could help support outside sales agents and I was able to use my domain expertise as an outside sales rep to ID the realm of solutions for various customer segments," Rolling says.

Rolling runs Outfield, a Houston-based software company gives field reps an intuitive interface to manage their territory and accounts on-the-go as well as instantly communicate with the rest of their team effortlessly across all devices. Click here to read more.

Gabriella Rowe, executive director of The Ion

Courtesy of Station Houston

Now that Station Houston has merged with Capital Factory, Gabriella Rowe, who previously served Station as CEO, has completely transitioned into her role as executive director of The Ion. On last week's episode of the Houston Innovators Podcast, Rowe discussed the merger and how her goal for The Ion is to make the facility a vehicle for innovation development, but also create a diverse and inclusive environment reflective of Houston's own diversity.

"We're creating an opportunity for Houstonians," Rowe says on the episode, explaining why she's focused on bringing in a wide range of programming and education into The Ion.

In the episode, Rowe also discusses the Ion Smart Cities Accelerators, which has 10 companies from its inaugural cohort in pilot mode across Houston and has launched applications for its second cohort, as well as why she thinks Houston's innovation ecosystem is sure to succeed this time around. Click here to read more and stream the podcast.

Aaron Knape, co-founder and CEO of sEATz

Courtesy of sEATz

Like most lifelong Houstonians, Aaron Knape has a long history with the Houston Livestock Show and Rodeo. But this season, he'll be involved in a whole new way. Knape's startup, sEATz, an in-seat delivery app, will be live in certain sections of the rodeo at NRG Stadium.

"It's really great to be able to be a part of the rodeo as far as a provider to help enhance that experience in the stadium," Knape says. "It goes back to our model of we want to serve a venue and the fans in that venue — not necessarily a specific sport or concert."

SEATz had a busy football season, servicing the likes of The Texans, the University of Houston Cougars, and more, but turns out, football is not over. Through its partnership with Delaware North, the food and beverage provider for UH's TDECU Stadium, sEATz has added the XFL's Houston Roughnecks fans to its roster of users. Click here to read more.

Houston-based Outfield, a sales management app, wants to gamify the sales process for its users. Photo via outfieldapp.com

Growing Houston startup is gamifying professional sales with management tools for sellers

Always be gaming

Actor Alec Baldwin's "always be closing" monologue is not only the most popular scene in David Mamet's 1992 film, "Glengarry Glen Ross," it has become the unofficial mantra for sales professionals worldwide.

While that ABC line, the art of persuasion and strong product offerings are necessary pillars in sales, the ability to centralize data and foster accountability, productivity and drive revenue is just as vital. That's where Outfield, a web and mobile-based CRM, comes in. The app specializes in data driven revenue and efficiency solutions for companies with a burgeoning outside sales force.

"Outfield is a software solution designed specifically to support organizations to drive revenue, generate efficiencies and build operational structures via outside sales, field marketing efforts and field merchandising efforts," says Austin Rolling, CEO and co-founder of Outfield.

"For example, the merchandising that seen in a grocery store where sales reps are taking pictures of displays, dropping off marketing collateral, setting up demos and setting up tastings, those are the types of programs where individuals will likely use our software solutions in order to manage their workflow operations," Rolling adds.

How it works

Outfield's selling point revolves around helping organizations discover valuable insights about their market vertical, track and verify their sales team's activity and manage their field operations.

Simply put, it gives field reps an intuitive interface to manage their territory and accounts on-the-go as well as instantly communicate with the rest of their team effortlessly across all devices.

Outfield makes it easier for sales teams to keep track of projects and clients. Photo via outfieldapp.com

"Prior to starting Outfield, I worked in a number of sales positions, both outside and inside sales positions," says Rolling, who worked in sales with such big name companies as Whirlpool and Beats by Dre. "When I was in outside sales, I was always underwhelmed with the amount of support and solutions we were provided while we were out in the field. I always knew there was an opportunity there because the tools that we had were lacking in terms of capabilities.

"Fast forward some years later, my co-founder and I decided to work on a solution that could help support outside sales agents and I was able to use my domain expertise as an outside sales rep to ID the realm of solutions for various customer segments."

Rolling founded Outfield with co-founder Adam Steele in 2015 and operates out of The Cannon, an entrepreneurial co-working space specifically designed to house Houston-based startups and small businesses.

Management tools for sellers

The company began as a solution for a nutraceutical and supplement company called Cellucor.

Cellucor needed an efficient way to manage its legion of outside sales reps, which were servicing stores like Vitamin Shoppe and GNC where they worked with the in-store representatives to promote their brand products.

The company also wanted to track the whereabouts of its sales reps, monitor their touch points in the field and centralize the teams' reports and call forms.

"Sales reps are able to manage their relationships and interactions with their customers through the tool," says Rolling. "We can also integrate with our customers' inside sales tool if they have one. We can send our data over to other systems. It depends on whether or not the system that we are looking to integrate with actually has an open API that we can transmit data from our system to theirs.

"In terms of sales numbers and touch points that you have with customers, there's a report that outside sales reps need to fill out while out in the field. They can record all of the information then sync that data into the cloud, so the sales manager or sales director can see all of that data from the web-based version of Outfield."

Rolling's intimate understanding of the needs of outside sales reps and knowledge of the industry vertical has been immeasurable in growing Outfield's client base, which has expanded to over 200 customers in 75 countries.

Gamifying sales

Over the next five years, the burgeoning startup plans to build on its momentum as a disruptor in the space by incubating and releasing a new suite of products that will ultimately have a number of synergies with Outfield.

The most pressing product is League Play, a built-in game for salespeople within the Outfield CRM platform that allows sales reps the opportunity to compete and collaborate with one another similar to popular video games such as MLB The Show 20 or NBA 2K20.

"League Play essentially allows reps to build reputations of being star performers based on their utilization and activity of their Outfield account," says Rolling. "They're able to leverage that data and this will be good for comparison purposes for upper management. Therefore, if a sales manager or sales director wants to know who their star player is, they can go into League Play see how their sales reps are performing. We designed it to be very reminiscent of sports."

The tool has leaderboards and signature player cards, which is similar to Topps baseball cards. The player cards features the sales reps' profile, including all of the statistics of their individual performance and offer attributes.

"Like Madden, you can go in and see how their ratings are," says Rolling. "This is something that's going to be groundbreaking. This is something that has not been done before. The idea is to be sales as a sport to take advantage of sales reps' competitive nature. It should boost their overall productivity, which managers should be able to reap the benefits of, while reps will be able to build their own brand and personal reputation. It's a great way to boost performance overall."

All sales reps that utilize Outfield will be automatically entered into League Play. While the platform allows sales reps the chance to feel like they're athletes, it also helps them build reputations for themselves as top tier sales professionals and give them more of a vested interest in utilizing the application.

Moving forward, Outfield wants to further permeate the market in its widespread use of advanced analytics with the help of artificial intelligence and machine learning.

"We want to be able to think about KPI's and metrics that can tell the story of outside sales in a very specific way," says Rolling. "We think that we can infuse and generate an appetite for people who want to think more intelligently about their go-to-market activities because one thing we're learning and know for sure is that our customers aren't getting less competitive, they're getting more competitive."

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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.

XSpace adds 3 Houston partners to fuel national expansion

growth mode

Texas-based XSpace Group has brought onboard three partners from the Houston area to ramp up the company’s national expansion.

The new partners of XSpace, which sells high-end multi-use commercial condos, are KDW, Pyek Financial and Welcome Wilson Jr. Houston-based KDW is a design-build real estate developer, Katy-based Pyek offers fractional CFO services and Wilson is president and CEO of Welcome Group, a Houston real estate development firm.

“KDW has been shaping the commercial [real estate] landscape in Texas for years, and Pyek Financial brings deep expertise in scaling businesses and creating long‑term value,” says Byron Smith, founder of XSpace. “Their commitment to XSpace is a powerful endorsement of our model and momentum. With their resources, we’re accelerating our growth and building the foundation for nationwide expansion.”

The expansion effort will target high-growth markets, potentially including Nashville, Tennessee; Orlando, Florida; and Charlotte and Raleigh, North Carolina.

XSpace launched in Austin with a $20 million, 90,000-square-foot project featuring 106 condos. The company later added locations on Old Katy Road in Houston and at The Woodlands Town Center. A third Houston-area location is coming to the Design District.

XSpace condos range in size from 300 to 3,000 square feet. They can accommodate a variety of uses, such as a luxury-car storage space, a satellite office, or a podcasting studio.

“XSpace has tapped into a fundamental shift in how entrepreneurs and professionals want to use space,” Wilson says. “Houston is one of the best places in the country to innovate and build, and XSpace’s model is perfectly aligned with the needs of this fast‑growing, opportunity‑driven market.”