Houston Exponential names winners of inaugural innovation awards

And the winner is...

Here's who won big for Houston innovation. Photos courtesy

In a virtual awards program, Houston Exponential has revealed the winners of the inaugural Listies awards.

The Listies, brought to you by Houston Exponential in partnership with InnovationMap, named the winning companies and people across 12 awards on November 20 at 3 pm as a part of Impact Hub's annual The Houston Innovation Summit (THIS).

Nominations were open until Friday, November 6, and then a group of judges made up of members of the Houston innovation ecosystem reviewed the submissions to settle on the 38 finalists. Click here to see the finalists.

Here's who took home the big wins.

SDO Superstar: MassChallenge Texas

Photo courtesy of MassChallenge

A startup development organization can be an accelerator program, an incubator, or a coworking space — and organizations falling into all three of these sectors were nominated for this category. MassChallenge Texas, which has been running its non-equity, general accelerator program in Houston for two years, stood out to judges to take the win for the SDO Superstar category.

Individual Contributor: Slawek Omylski of SecurityGate

Photo via LinkedIn

The individual contributor award was meant to find and recognize a non-founder who was essential to the success of a Houston startup, and that's exactly how SecurityGate's team sees Slawek Omylski, director of engineering. Not only has he been essential from the start over three years ago when he joined as employee No. 4, but Omylski, when unexpectedly having to move back home to Italy, never missed a single meeting or tech deployment despite being an ocean away from the rest of his team. Known as "Suave" by his teammates, his nominators say Omylski is usually the first to arrive at the office and the last to leave.

Civic Innovation: Annapurna Solutions

Image viaannapurnasolutions.org

Everyone knows that the key to sustainability is reducing, reusing, and recycling, but the fact of the matter is no one has quite perfected recycling. Houston-based Annapurna Solutions is stepping in to help. The company provides innovative technology solutions to address waste and recycling challenges, helping to make cities smart and sustainable — like the company's ReciklApp.

Welcome to Houston: Greentown Labs

Photo via greentownlabs.com

Greentown Labs is a startup development organization, but it's are also a startup itself, but when it opens its doors in Houston in the spring, the organization isn't starting from scratch. After years of working with over 200 climatech companies in the Boston area, Greentown's expansion into Houston means incubating Houston energy tech companies and furthering the conversation and activation within the energy transition.

Investor of the Year: Integr8d Capital

Photo via TMC.edu

John "J.R." Reale has been a well respected mentor, entrepreneur, and investor in Houston for years. His firm Integr8d Capital has invested in several Houston companies, including Liongard from seed stage to series A and series B. Reale is also the entrepreneur in residence for the TMC Innovation Institute.

Corporate Innovator: Houston Methodist

Courtesy of Methodist Hospital/Facebook

Houston Methodist and its Center for Innovation led by Roberta Schwartz is leading health tech innovation in Houston. In January, the hospital opened its Technology Hub, 3,500-square-foot space renovated from a former 18-room patient wing to showcase and test new digital health technologies like virtual reality, ambient listening, wearables, and more. Additionally, the hub helped with the training of dozens of doctors with the rise of telemedicine during COVID-19.

Outstanding Leadership: Grace Rodriguez

Photo courtesy of Grace Rodriguez

Grace Rodriguez's career spans industry and time, but her leadership has been consistent throughout. She currently serves Impact Hub Houston as CEO and executive director. Her nominator calls her an inspiration and someone who "shows up," clearly loving everything she does and is responsible. During COVID-19, she's gone above and beyond to provide resources and information to everyone who needs it, including launching a fund to help pay for meals for health care workers and first responders. The LIFE Fund raised over $20,000.

COVID Phoenix: Luminare

Image via luminaremed.com

Originally founded by Dr. Sarma Velamuri to treat and fight sepsis, Luminare took its sepsis platform and pivoted it to created a COVID self-assessment and testing tool. Their digital platform directed 5.5 million people to COVID-19 testing sites in just 21 days, according to its nomination. The tool was used by Harris County and several other entities.

DEI Champion: Maria Maso

Photo courtesy of Nijalon Dunn

Maria Maso is looking out for minorities when it comes to investment. As the founder and CEO of the Business Angel Minority Association (baMa) — an Angel Association aimed at bridging minority-founded startups with accesses to capital — Maria has been a champion for diversity. She also has helped to educate and activate 40 diverse investors through baMa's Diversity Investor Academy, according to her nomination.

Mentor of the Year: Landi Spearman

Photo via LinkedIn

Landi Spearman's approach to mentorship, according to her nominee, is to mentor the full person — from professional to personal life — through Organized SHIFT, which focuses on helping highly productive leaders, individuals and organizations in their quest to sustain positive growth internally and externally. She also supports entrepreneurs though The Ion, Station Houston, General Assembly, the National Urban League, Power to Fly, Black Women in Science and Engineering, the Greater Houston Partnership, the Greater Houston Black Chamber, Pink Petro, and more.

People's Choice and Soonicorn: Liongard

Photos via LinkedIn

People's Choice was based off how many nominations the startups received, and Liongard was a clear winner. The company, which also won in the Soonicorn category, has experienced major growth and, as the nominations read, that's to both Joe Alapat and Vincent Tran, co-founders, credit. The company has raised $12 million to date — the most recent round, a $10 million Series A — closed this year.

Fill next week's calendar with these can't miss online events from The Houston Innovation Summit. Photo via Getty Images

Here's what events to attend each day during The Houston Innovation Summit

where to be online

Back for its fourth year, The Houston Innovation Summit has tons of online, interactive events lined up — starting today.

THIS, just like last year, runs on the same week of Global Entrepreneurship Week, which is focused on education, ecosystems, inclusion, and policy this year. Grace Rodriguez, CEO and executive director of Impact Hub Houston, which hosts THIS, says she focused on incorporating these themes into the programming.

"The focus on education and policy is really interesting to me — it's not just about tech and business anymore," Rodriguez says. "It's really about how we are supporting businesses in the face of the pandemic, climate change crises — floods, fires, hurricanes — the entire world is being affected by these crises. ... [We need to focus on] how we are making sure that people are aware of everything that's happening and how we can innovate solutions."

For a complete list of THIS events, head to the website. Here are the events you should make sure not to miss.

Friday, November 13 — Climathon

The second annual Climathon kicks off THIS beginning today, and continues with two more events on November 17 and November 20. The interactive idea-a-thon is seeking tech specialists, policy experts, and anyone interested in helping prevent the degradation of the planet. For full details on the event and to register, click here.

Monday, November 16, at noon — #THIS2020 Pre-Game AMA with InnovationMap Editor Natalie Harms

A bit of a self-serving listing, but a cool event nonetheless. Join me for an ask-me-anything style chat with Grace Rodriguez of Impact Hub Houston at noon on Monday. Click here to learn more and register.

Monday, November 16, at 3 pm — #THIS2020 Kick-Off: The State of Houston Startups and Small Businesses

Join Houston Exponential for the official kick-off event at 3 pm on Monday. Learn from founders, business mentors, and SBA leaders on how to take advantage of Houston's best available resources to take your company to the next level. For the full agenda and to register, click here.

Wednesday, November 18, at 11:30 am — On Both Sides: Post-Election Conversation on The State of Texas, Startups, and Our Union

Join Impact Hub Houston on Wednesday at 11:30 am for a post-election conversation with diverse startup and community leaders on The State of Texas, Startups, and Our Union. After the initial conversation among the panelists, audience members can ask questions for discussion on the 2020 election, outcomes, and the political landscape that lies ahead. Click here to learn more and register.

Wednesday, November 18, at 3 pm — Houston Originals

Blinds.com has been one of Houston's biggest success stories, but also have been some of their industries' biggest success stories. Behind one of the largest acquisitions in the history of the e-comm is founder, Jay Steinfeld.

Hear from this Houston Original on Wednesday at 3 pm as he shares his true, unfiltered experiences in launching and scaling some of the most prominent companies in business today.

To learn more and save your spot, click here.

Thursday, November 19, at 11 am — Refining Equity

Learn how black entrepreneurs are redefining "equity" and launching new ventures for financial resilience, investment, and wealth generation. Click here to learn more and register for this event on Thursday at 11 am.

Friday, November 20, at 11 am — HCC IDEAS Pitch Competition

The IDEAS Pitch competition (Virtual Competition) on next Friday at 11 am is designed for students to share their creative ideas and social innovations. Individuals or teams can compete in the competition by delivering a pitch to a team of judges. Students should pitch a product or service that explores innovative approaches to answering pressing sustainability and societal needs. Click here to learn more and register.

Friday, November 20, at 3 pm. — The Listies

Let's toast to the entrepreneurial spirit of Houston in a time when celebrating victories is more important than ever. Introducing the Listies, brought to you Houston Exponential and InnovationMap, commemorating the launch of HTX TechList, Houston's innovation discovery platform. Check out the finalists by clicking here. To learn more and to register for the event next Friday at 3 pm, click here.

Houston Exponential has announced the 38 finalists for the inaugural Listies Awards. Photo via Getty Images

Exclusive: HX names finalists for inaugural Houston innovation awards

the listies go to...

Ever wonder what Houston startups and innovators are the best of the best? Here's your chance to figure it out. The inaugural Listies awards program has named its finalists.

The Listies, brought to you by Houston Exponential in partnership with InnovationMap, will name the winning companies and people across 12 awards on November 20 at 3 pm at a virtual event as a part of Impact Hub's annual The Houston Innovation Summit (THIS). Click here to register for the free event.

Nominations were open until Friday, November 6, and then a group of judges made up of members of the Houston innovation ecosystem reviewed the submissions to settle on the finalists. Below, in alphabetical order, the 38 finalists are listed for each category.

DEI champion

  • Heath Butler
  • Maria Maso
  • Grace Rodriguez

Individual contributor

  • Michael Matthews
  • Slawek Omylski
  • Brad True

Mentor of the year

  • Keith Kreuer
  • Wade Pinder
  • Landi Spearman

Outstanding leadership

  • Stephanie Campbell
  • Grace Rodriguez
  • Roberta Schwartz

Corporate innovation

  • Chevron Technology Ventures
  • Houston Methodist
  • Shell Ventures

Investor of the year

  • CSL Capital Management
  • Golden Section VC (GSTVC)
  • Integr8d Capital

SDO superstar

  • MassChallenge Houston
  • Rice Alliance
  • TMCx

Welcome to Houston

  • Greentown Labs
  • TestCard
  • Win-Win

Civic engagement

  • Annapurna
  • Luminare
  • McMac Cx

COVID pivot/phoenix

  • Luminare
  • re:3D
  • sEATz

People choice

  • INK
  • Liongard
  • Luminare
  • re:3D
  • Topl

Soonicorn

  • GoExpedi
  • Liongard
  • Medical Informatics Corp.
Log on to one of these informative online events happening throughout the rest of the month. Getty Images

10+ can't-miss virtual business and innovation events in Houston for November​

Where to be online

November is usually the last busy month for business events before the end of the year and ahead of the holidays, and this year — even though events have pivoted to virtual gatherings — is no different.

From panels and ask-me-anything meetings to summits and startup competitions, here are over 10 Houston innovation events you can attend virtually via online meetings. This month in particular there's the return of The Houston Innovation Summit and the brand new awards program called, The Listies (nominate now for those). Be sure to register in advance, as most will send an access link ahead of the events.

November 5 — Dell Technologies Ask Me Anything

Dell Technologies is hosting an "Ask Me Anything" session for the Ion community. During this time, attendees can ask experts anything in regards to IT pain points during these times. Entrepreneurs may also use this time to brainstorm the back end IT Infrastructure of their business.

The event will take place online on Thursday, November 5, at 10 am. Register here.

November 5-6 — Greentown Labs Climatetech Summit

Join Greentown Labs for its first Climatetech Summit for a deep dive into scaling climate action. Across the two days, attendees will engage with Greentown's pillars of climate action — technology, finance, policy, and justice — discover groundbreaking startups and their climatetech solutions, learn from industry experts, and forge meaningful connections with entrepreneurs, investors, business leaders, policymakers, startup support organizations, and other climate champions.

The event will take place online on Thursday, November 5, and Friday, November 6. Register here.

November 10 — Igniting Leadership: The State of COVID Vaccines

Join Ignite Healthcare Network for a special night of discussion hosted by IGNITE Steering Committee member Susan Feigin Harris about the status of COVID19 vaccine development with Dr. Maria Elena Bottazzi, Co-director of Texas Children's Center for Vaccine Development.

The event will take place online on Tuesday, November 10, at 6 pm. Register here.

November 10-12 — Texas Life Sciences Forum

The Texas Life Science Forum is the premier life science event in Texas that brings together members from industry, emerging life science companies, academic, and investors. The 2020 event will be virtual and will still be the "must attend" event for anyone in the life science industry in Texas or affiliated with innovation at the life science academic institutions. This event represents an opportunity to meet investors, learn about promising life science companies, to learn about opportunities for entrepreneurs, investment professionals, big pharma, academics and business executives serving the life science industry.

The event will take place online on Tuesday, November 10, to Thursday, November 12. Register here.

November 12 — Plaza Tec: Funding Fundamentals

Though Latinx-owned businesses and startups make up at least 38 percent of businesses in the Houston area, there is still a lack of access to capital blocking growth and progress for Latinx founders.

In this discussion presented by The Ion, representatives from baMa and NextSeed will join together to discuss angel investing and crowdfunding options for Latinx founders and what challenges one might face when seeking capital.

The event will take place online on Thursday, November 12, at 5:30 pm. Register here.

November 12 — Women in Tech and Biz

If you're interested in hearing from some badass women in tech and business, come to the virtual Women in Tech + Biz event created by the Liu Idea Lab for Innovation and Entrepreneurship. The event will be split into two sections — one focused on entrepreneurship and the other focusing more on software and engineering — followed by networking.

The event will take place online on Thursday, November 12, at 6 pm. Register here.

November 13 — Climathon 2020: Hacking Solutions to Houston’s Climate Challenges

On Earth Day this year, the City of Houston published its first Climate Action Plan. The plan is the culmination of thousands of volunteer time from industry professionals, policy stakeholders, and community advocates. Together the working groups have laid out a concise plan to address the climate challenges that Houston faces along with maintaining a leadership role in the energy transition. This year's Climathon will look to realize some of the goals of the plan through design sprints led by local subject matter experts in the areas of transportation, energy innovation, building optimization, and materials management.

The event will take place online on Friday, November 13, at 1 pm. Register here.

November 16-20 — The Houston Innovation Summit

The Houston Innovation Summit — THIS — celebrates Houston's innovation ecosystem during Global Entrepreneurship Week (GEW). THIS responds to 2020 with a special focus on the intersection of Impact and Innovation, spotlighting Houstonians at the forefront of education, ecosystems, inclusion, and policy. Join Impact Hub Houston and Houston's startup and small business community for a week of exciting programs and connect with the thinkers, doers, makers and innovators driving Houston forward.

The event will take place online on Monday, November 16, to Friday, November 20. Register here.

November 17 — Struggles and Bubbles: Pivoting during a Pandemic

Join General Assembly Houston to listen to a panel of startup founders who will share their journey and entrepreneurial struggles, and what it really takes to launch a startup during global pandemic, and scale a startup.

The event will take place online on Tuesday, November 17 at 5 pm. Register here.

November 17-19 — Capital Factory's Texas Startup Roadshow

For the first time, Capital Factory is taking its roadshow online. For three days, the organization will be introducing investors to the various innovative cities across the Lone Star State.

Houston will be the city of focus on Wednesday, November 18.

The event will take place online on Tuesday, November 17, to Thursday, November 19. Register here.

November 20 — The Listies

Let's toast to the entrepreneurial spirit of Houston in a time when celebrating victories is more important than ever. Introducing the Listies, brought to you Houston Exponential and InnovationMap, commemorating the launch of HTX TechList, Houston's innovation discovery platform.

The event will take place online on Friday, November 20, at 3 pm. Register here.

Houston Exponential's Harvin Moore and Serafina Lalany join this week's Houston Innovators Podcast to discuss The Listies. Photos courtesy

New awards to 'pay homage' to Houston's tech scene

HOUSTON INNOVATORS PODCAST EPISODE 55

The deadline for nominations has been extended to November 6. The original story below has been edited to reflect the extension.

With so much of 2020 going wrong, a new awards program is hoping to shine a spotlight on Houston tech startups and other major innovation players who are doing things right.

The Listies nominations are open online until this Friday, November 6, and are being hosted by Houston Exponential in partnership with InnovationMap.

"The idea for The Listies has been in the back of our minds for a long time," says Serafina Lalany, chief of staff at HX, on this week's episode of the Houston Innovators Podcast. "There has always been a need in the ecosystem to celebrate the wins and vibrant culture we have here. This is an opportunity to pay homage to that."

The 12 awards will recognize growing startups, individuals, mentors, corporations, investors, and more. Award eligibility requires nominees to have an account on HX's new platform, the HTX TechList, which is free to use and is intended to be a virtual meeting place and resource for Houston innovation.

The honorees will be awarded at a virtual event ceremony at 3 pm on Friday, November 30. The event is hoping to duplicate the engagement the organization saw at its HTX TechList launch in August, which had over 1,000 registrants and a message from Mayor Sylvester Turner.

"This ecosystem really eats up events — even if they are virtual," says Harvin Moore, president of HX, on the podcast. "This will be another opportunity for the organizations and all the people in the ecosystem to get together. ... It's also an opportunity to continue to develop what's happening in Houston."

The event is gathering tech and innovation influencers to promote and play a role in the event — from judges to award presenters. The program is also seeking sponsors to be included in the event as well.

"HX's true strength is bringing people together around a common mission, and this is very true to that," Lalany says.

Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


Calling all movers and shakers in Houston innovation — nominations are now open for The Listies. Photo via Getty Images

Nominations closed: Houston Exponential and InnovationMap launch nominations for awards event

Introducing: The Listies

The nominations have closed. The original story below has been edited to reflect the extension.

Calling all Houston startups — you're going to want to hear this. Houston Exponential and InnovationMap have teamed up to create an event to honor the best of Houston innovation.

The awards program — dubbed The Listies, a nod to the HTX TechList that launched earlier this year — will take place on Friday, November 20, online as a part of Impact Hub's annual The Houston Innovation Summit (THIS). Click here to register for the event.

The Listies will feature 11 awards — some honoring startups and others focusing on mentors, corporations, and investors. To nominate an MVP in Houston innovation, click the appropriate category and submit a nomination. Note: All nominees will need to have a page on the HTX TechList to be considered for the award. If they do not, they will be contacted to create one. Join the HTX TechList here.

The Listies Categories

Startup awards:

  • Soonicorn: Which company do you think will be Houston's next unicorn ($1 billion and up valuation)?
  • COVID pivot / COVID Phoenix: Which company had the best rebound after the negative effects of the COVID pandemic?
  • Civil Innovation: Which company led the charge in positive transformation for the city of Houston and the greater Houston area?
  • Welcome to Houston: What is the most promising startup that relocated their headquarters to Houston this year?
  • People's Choice Award: Who is your all-around favorite Houston startup company? (Voting will begin after nominations close.)
Individual awards:

Corporate and investing awards:

The winners will be selected by a group of judges representing the Houston innovation ecosystem. The deadline to submit a nomination is November 6.
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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.”

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