10+ can't-miss Houston business and innovation events for May

WHERE TO BE

Don't miss these May events — from expos and conferences to panels and pitch days. Photo via Getty Images

From pitching competitions to expert speaker summits, May is chock-full of opportunities for Houston innovators.

Here's a roundup of events you won't want to miss out on so mark your calendars and register accordingly.

Note: This post may be updated to add more events.


May 2 — State of Houston's Global Economy

Explore the complexities of Houston's global economy, dissect the challenges and opportunities that lie ahead and chart a course for sustainable growth in the years to come at this business conference sponsored by the Greater Houston Partnership. Highlighting the day will be a presentation by the Partnership’s Chief Economist, Patrick Jankowski who will share his insights into the role global trade plays in the region’s growth.

Panel conversation speakers include:
  • Kurt Heim, Vice President of Environmental Advancement, Daikin Comfort
  • Moderator: George Y. Gonzalez, Partner, Haynes Boone, LLP
This event is Thursday, May 2, from 8:15 to 10 am at Partnership Tower. Click here to register.

May 3 — Transformative Healthcare Innovations Across the TMC

This symposium is filled with discussions, presentations, and networking opportunities. Discover the latest advancements in healthcare technology and how they are shaping the future of medicine. The event will be held in person at the TMC3 Collaborative Building, so come ready to engage with industry experts and fellow healthcare enthusiasts.

This event is Friday, May 3, from 9 am to 3:30 pm at TMC3 Collaborative Building. Click here to register.

May 6 to 9 — Offshore Technology Conference.

Since 1969, the Offshore Technology Conference (OTC) has served as a central hub convening energy professionals from around the world to share ideas and innovations, discuss, debate, and build consensus around the most pressing topics facing the offshore energy sector.

This conference is Monday, May 7, to Thursday, May 9, at NRG Park. Click here to register.

May 7 — Small Business Awards Houston 

This year's awards luncheon event theme will be "The SBA Awards presented by SCORE are going to Space" celebrating Houston's advances into space with two fantastic guest speakers and the optional “How to do business with NASA” workshop. The keynote speakers will be Stephanie Murphy, Aegis Aerospace and Arturo Machuca, Director of the Houston Spaceport.

This event is Tuesday, May 7, from 11 am to 1:30 pm at Royal Sonesta Galleria Houston. Click here to register.

May 7 — Tech + Tequila Talk: Goal Park Innovation

At the upcoming edition of Tech+Tequila talk, hear the process behind activating public spaces like Goal Park. Specifically, explore how innovation plays a key role in creating a safer and more dynamic environment for the community. Join in discussions on the intersection of art, philanthropy, and urban development, and learn how projects like Goal Park are shaping the future of our cities.

This event is Tuesday, May 7, from 6 to 8 pm at Niels Esperson Building. Click here to register.

May 13 — TECHSPO Houston 2024 Technology Expo

TECHSPO Houston brings together developers, brands, marketers, technology providers, designers, innovators and evangelists looking to set the pace in advancing technology. Watch exhibitors showcase the next generation of advances in technology & innovation, including; Internet, Mobile, AdTech, MarTech and SaaS technologies.

This event is Monday, May 13, from 9 am to 7 pm at Marriott Marquis. Click here to register.

May 14 — An Evening with Johnson & Johnson's Immunology Team

Johnson & Johnson Innovative Medicine Immunology Team will present our strategic priorities in the space as part of our search for promising scientific innovations.

The focus areas of the program include bispecifics for auto-immune and inflammatory diseases, multispecific T-cell engagers for deep cell depletion, and tissue T-Reg / stromal immune modulators. After the programming concludes, there will be an opportunity to network at the reception with industry leaders and like-minded innovators. This networking session will provide attendees with a chance to discuss ideas, and further explore collaboration opportunities

This event is Tuesday, May 14, from 4 to 7 pm at Texas Medical Center. Click here to register.

May 16 — Energy Underground

The Energy Underground is a group of professionals in the Greater Houston area that are accelerating the Energy Transition. Make industry contacts, secure financing, share deals, recommend talent looking to enter the energy workforce at this meeting of like-minded innovators.

This event is Thursday, May 16, from 12 to 1 pm at the Cannon West Houston. Click here to register.

May 16 — UH Tech Bridge: Innov8Hub Pitch Day

This event is your chance to immerse yourself in the vibrant startup ecosystem, network with industry experts, and discover the next big thing. Get ready to witness groundbreaking ideas and cutting-edge pitches from talented individuals.

This event is Thursday, May 16, from 5 to 7:30 pm at UH Tech Bridge. Click here to register.

May 18 — Create by Getty Images Houston 2024

Head to this event to shoot a variety of ready-to-upload content for your portfolio and enjoy priceless creative development opportunities. Connect with fellow creators, collaborators, and peers to expand your network and build meaningful relationships. Participate in interactive workshops to enhance your skills and knowledge and gain actionable takeaways for creative endeavors.

This event starts Saturday, May 18, at 8:30 am at The Cannon West Houston. Click here to register.

May 22 — Pearland Innovation Hub Anniversary

Come for an evening filled with innovation, creativity, and fun. Attendees will have an opportunity to meet some members, partners, and sponsors of Pearland Innovation Hub.

This event is Wednesday, May 22, from 6 to 8 pm at Spacio.us. Click here to register.

May 28 — Texas Small Business Expo

Texas Small Business Expo is a trade show, educational business to business conference, exhibition & networking event for entrepreneurs, start-ups and anyone that owns a business or looking to start their own business. Learn how to solve challenging business issues by discussing strategies, acquire valuable knowledge from those in your business and connect with top vendors in various industries.

This event is Tuesday, May 28, from 4 to 9 pm at Wakefield Crowbar. Click here to register.

May 29 — Bayou City Bio Pulse at Gensler

Join the GHP for its next Bayou City Bio Pulse, hosted by global architecture, design and planning firm, Gensler. This event will feature panel discussions, tours of Gensler’s space, VR walkthroughs and more.

This event is Wednesday, May 29, from 4 to 6 pm at Gensler's office (2 Houston Center). Click here to register.

The Offshore Technology Conference has revealed plans for its Energy Transition Pavilion. Photo via OTC/Facebook

Major international energy conference announces low-carbon activation

new to OTC

A new pavilion being introduced at this year’s Offshore Technology Conference (OTC) will focus on the energy industry’s low-carbon future.

The Energy Transition Pavilion will showcase technological advances in alternative energy, including efforts to promote energy decarbonization and sustainability. OTC describes the pavilion as a “go-to meeting place for conversation and dialogue around the energy transition.”

“OTC is widely recognized as a central hub for energy professionals and industry thought leaders to collaborate and develop solutions for the energy challenges surfacing this generation and [the] next,” Paul Jones, chairman of OTC, says in a news release. “The addition of the Energy Transition Pavilion enables us to bring together cutting-edge technologies and offshore industry expertise that combined can develop the innovative solutions required to deliver the global transition to a low-carbon economy.”

Jones is principal of Houston-based Lockbridge Energy, a consulting firm that serves the energy industry.

The 2022 conference will take place May 2-5 at Houston’s NRG Park. It’ll be the first fully in-person conference since 2019. Last year’s conference, held in August, was a blend of virtual and in-person activities due to the COVID-19 pandemic. The 2020 conference was canceled.

Presenting sponsors of the pavilion are:

  • Deloitte
  • Nabors Industries
  • Schlumberger
  • Technip Energies

Tier One sponsors are TechnipFMC and Wartsila North America, and Tier Two sponsors are Hiber and the University of Houston’s energy initiative.

Among the events at the pavilion will be a panel discussion 9:45-11 am May 3 that will explore whether there’s space for oil and gas in a low-carbon environment.

Members of the panel will be:

  • Amy Chronis, the Houston-based U.S. oil, gas, and chemicals lead at Deloitte.
  • Guillermo Sierra, vice president of strategic initiatives for energy transition at Houston-based Nabors Industries.
  • Paul Sims, vice president of marketing at Houston-based Schlumberger.
  • Jane Stricker, vice president of energy transition Greater Houston Partnership and executive director of the partnership’s Houston Energy Transition Initiative.
  • Nicolas Tcherniguin, head of offshore technologies at Paris-based Technip Energies, which has a significant presence in Houston.
OTC has been delayed again due to the pandemic. OTC/Facebook

Major Houston energy conference once again postponed due to COVID-19

OTC MOVES AGAIN

This year, thousands of visitors from some 100 countries around the world were expected to descend on NRG Center for the annual Offshore Technology Conference. But like so many major in-person happenings, the event has been again postponed due to the pandemic, organizers announced.

Often dubbed the "South by Southwest for offshore" by insiders, the massive expo had initially been postponed to May 3-6, 2021, as CultureMap previously reported. But on November 16, the OTC's board of directors announced a new schedule: August 16-19, 2021. The move is "due to the ongoing challenges presented by COVID-19 and out of the greatest care for the health and safety of our partners, attendees, exhibitors, staff, and community," per a press release.

The OTC board added, in a statement:

In the coming weeks, OTC will be communicating with authors, speakers, exhibitors, and partners to develop new in-person and virtual plans and ensure the conference continues to provide a platform for energy professionals to meet and exchange ideas.

By postponing OTC to the second half of 2021, we aim to preserve the significant work of the program committee and authors, as well as minimize the economic impact this decision has on businesses in Houston and throughout the industry.

A mainstay since 1969, the conference is a significant boon to the local economy, as industry regulars, investors, and entrepreneurs pack our hotels, restaurants, and entertainment venues. The OTC has spawned OTC Brazil, OTC Asia, and even the Arctic Technology Conference.

Two years ago, more than 60,000 attendees and 2,300 exhibitors packed the event.

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This article originally ran on CultureMap.

Here's what interactive, virtual events to log on to this month. Getty Images

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

Where to be online

While some things in Houston are starting to open back up, society hasn't yet established a timeline for when groups of more than 10 people will be allowed to safely gather. But, the programming must go on.

With that in mind, here are over 10 Houston innovation events you can attend virtually via online meetings. Be sure to register in advance, as most will send an access link ahead of the events.

May 4: Post-COVID Fund: Venture Investing in the Post-COVID World

Join Alumni Ventures Group for a webinar that explores how changes resulting from the COVID-19 pandemic will create profound change—as well as unique opportunities for new ventures that tackle these challenges.

Details: The event is at 3 p.m. on Monday, May 4. Learn more.

May 5 — Sell Your Science: Developing a Non-Confidential Pitch for in Person and Virtual Presentations

Learn tricks in preparing a non-confidential pitch deck along with tips that are aimed to help you sell your science at in person meetings or virtually.

Details: The event is at 11 a.m. on Tuesday, May 5. Learn more.

May 6 — Impacting Public Health: How Can My Idea Be A Part of the Solution?


When a pandemic hits, as a start-up company you may find that your technology can be aligned to help. However, now your timeline is expedited with a global health emergency and you need to get your technology into the market. How do you start to connect with the right players to get your technology into the U.S. market to make an impact on public health safety and security?

Details: The event is at 1 p.m. on Wednesday, May 6. Learn more.

May 6 — Virtual Event with Cindy Eckert - Expert Entrepreneur with Over $1B Exits

Cindy Eckert is an expert entrepreneur with over $1B in Exits, CEO of Sprout Pharmaceutical, and Founder of The Pink Ceiling. Attend the virtual fireside chat between Cindy Eckert and Femtech Focus founder Dr. Brittany Barreto.

Details: The event is at 2 p.m. on Wednesday, May 6. Learn more.

May 6 — Curious About Starting a Career in Tech?

One thing we know is that web developers come from different backgrounds. From teaching to consulting, design to accounting, and they're here to tell you about making that transition. Hear from professional developers in the field about how their careers lead them what they're working on now, how they got there, and how their past experiences apply to the work they do currently. Join General Assembly if you are curious about starting a career in tech, but not sure exactly where to begin.

Details: The event is at 6 p.m. on Wednesday, May 6. Learn more.

May 7 — Rice Alliance Energy Tech Venture Day

Originally scheduled to be hosted at OTC, Rice Alliance Energy Venture Day will now be a virtual event to allow startups to connect with investors and energy companies. The event will showcase about 40 promising energy technology companies. These companies have initial funding and are seeking their A, B, C, or later rounds with technology validation, field trial experience, and/or initial company revenue. The event offers a great opportunity for viewers to learn more about innovative technologies and provides companies with access to potential partners and investment opportunities.

Details: The event is at 9 a.m. on Thursday, May 7. Learn more.

May 8 — Lunch & Learn: Startup Funding Rounds

Seemingly every company wants to raise venture capital, but few founders are equipped to navigate the tangled mess of rounds, investment types, and investor expectations. At the end of this presentation, you will have a better handle on whether venture capital is right for your business and what it'll take to navigate from angels to exit.

Details: The event is at 11:30 a.m. on Friday, May 8. Learn more.

May 12 — Lunch and Learn with Asian Pacific American Entrepreneurs

According to New American Economy, Asian Pacific American entrepreneurs account for nearly a million of our nation's businesses. Whether it's apps, restaurants, social services, or consumer products, it's obvious that the entrepreneurial spirit is high in our nation. Let's hear it from our AAPI small business owners who will walk us through the triumphs and challenges they've faced while running their business and how they're making it work during a shaky period.

Details: The event is at noon on Tuesday, May 12. Learn more.

May 13-14 — 2020 Texas A&M New Ventures Competition

TNVC 2020 will be entirely virtual this year. This event is the culmination of a yearlong effort to identify and provide support to Texas-best technology ventures. There will be several private semi-finals judging rounds on May 13, with an Entrepreneurial Perspectives panel and Q&A with past winners and successful entrepreneurs. The finals will be on the 14th, followed by elevator pitches and an awards ceremony, all of which are open to the entire audience.

Details: The event is on Wednesday, May 14, and Thursday, May15. Learn more.

May 15 — How to Land a Job at a Tech Startup

Join General Assembly for this online event where a panel of tech startup talent acquisition professionals will take you through what types of opportunities exist in today's talent market, how the experience at a startup will make you more marketable in the long run, what talent acquisition professionals are actually thinking while reading resumes, advice for remote interviewing, and more.

Details: The event is at noon on Friday, May 15. Learn more.

May 29 — Mothers in Tech Breakfast

In celebration of Mother's Day, join General Assembly for a virtual breakfast featuring hard-working mothers that are also succeeding in their respective industries. A few incredible mothers will share their insights on how they reached their level of success, advice on navigating the workplace as a working mom, and how we can help the next generation of mothers in tech. Get ready for an honest, vulnerable, and insightful conversation.

    Details: The event is at 10 a.m. on Friday, May 29. Learn more.​

    OTC Houston 2020 has been canceled. OTC/Facebook

    Another major Houston conference cancels due to COVID-19

    OTC offline

    First, CERAWeek announced it would not take place in early March — and SWSW followed suit, as did Rodeo Houston. The spiral of canceled events and conferences continues as the annual Offshore Technology Conference has been canceled.

    Every year in Houston, thousands of visitors from some 100 countries around the world descend on NRG Park for the massive expo, which has been a mainstay since 1969, attracted more than 60,000 attendees two years ago, along with more than 2,300 exhibitors — all who come to celebrate the oil and gas industry and its impact on the local economy.

    The annual oil and gas event is a significant boon to the local economy, as industry regulars, investors, and entrepreneurs pack our hotels, restaurants, and entertainment venues. The OTC has spawned OTC Brazil, OTC Asia, and even the Arctic Technology Conference. The event has been dubbed the "South by Southwest for offshore" by local insiders.

    But amid the COVID-19 pandemic, officials at OTC announced that the 2020 conference — initially postponed until August or September — is canceled. Organizers, already looking ahead, have announced that plans will commence for OTC 2021 in Houston from May 3-6, 2021.

    "Amid continued health and travel concerns during this uncertain time, the OTC Board of Directors felt this decision was the most feasible and responsible for staff, exhibitors, partners, attendees, and the Houston community," organizers said, in a release.

    "As we navigate these difficult and uncertain times, it is with a heavy heart that the OTC Board of Directors has determined that it is in our best interest to cancel OTC 2020. Our priority is the health and safety of our attendees and exhibitors, and we have taken federal, state, and local guidelines into account in making our decision," said Cindy Yeilding, OTC chairperson, in a statement.

    For those involved in the conference, a call for papers will be open on May 28. Event updates will be posted on the official website.

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    This article originally ran on CultureMap.

    A Houston real estate expert suggests that the icon that is the Astrodome should be restored to be used for energy conferences and other business needs. Photo courtesy of the city of Houston

    Houston expert: The Astrodome should be reimagined for the future of the energy industry

    guest column

    Over the past several years, there's been a continuous conversation about the iconic Astrodome and what should be done with it. Dubbed the "Eighth Wonder of the World," Houstonians certainly don't want to see the Astrodome go, as it is a landmark deeply embedded into the hearts and minds of our beloved city.

    Ideas have been thrown around, yet none of them seem to stick. The $105 million county-approved plan to renovate and build a multi-story parking garage that was approved under Judge Ed Emmett's court in 2018 has been placed on hold until further notice.

    For the betterment of business

    Houston is famously known as the world capital of the international energy industry, petroleum exploration, space exploration, medical communities and vast port systems across the Gulf. Our city hosts the annual Offshore Technology Conference, one of the largest oil and gas trade shows in the world, which features the industry's latest technology, products, networking opportunities, and more.

    On average, more than 59,000 people attend OTC annually, with more than 15,000 attendees visiting from outside the U.S. In addition, Houston is also headquarters to more than 500 oil and gas exploration and production companies and has 10 refineries producing over 2.6 million barrels of crude oil daily.

    Houston is a prime location to become a candidate for a new commodity exchange center housed inside the Astrodome. The current New York Mercantile Exchange, a commodity futures exchange owned and operated by CME Group of Chicago, is located in Manhattan, New York City. There are additional offices located in Boston, Washington, Atlanta, San Francisco, Dubai, London, and Tokyo. Surprisingly, Houston is not on that list. The NYMEX division handles billions of dollars' worth of futures and options contracts for energy products such as oil and natural gas.

    Renovating and repurposing

    Scalability is important to consider when discussing the repurposing of the Astrodome. Oil and gas is the only industry that could support the Astrodome's expenses and generate a profit. Other options such as turning it into a parking garage or a hike and bike trail would not be sufficient. Moving something as significant as the oil and gas futures exchange to Houston would provide NRG with the necessary monthly residual income to sustain the beloved Astrodome.

    Another viable option would be to host the annual Offshore Technology Conference at the Astrodome. Oil and gas companies would set-up year-round exhibits on the floor of the Astrodome for convenience, providing an opportunity to showcase their equipment and product to potential clients.

    To further capitalize on this concept, the Astrodome would offer corporate suite rentals for oil and gas companies to lease in order to provide a meeting space for people flying in and out of town. While the equipment and product would be on the floor for people to look at, NRG could bring in additional rental income from the suites.

    To maintain the iconic nature of the building, signage would hang on the outside of the Astrodome, featuring the top oil and gas company's logos and placing a pump jack on top of it to emulate an oil rig.

    The beauty of all of this is the simplicity of it. The hard part is done. Houston has become the oil and gas capital of the world over the last 100 years. The easy part is ahead; filling the Astrodome with oil and gas companies that want to do business.

    Your move, Houston.

    The first step toward making an endeavor like this possible is simply suggesting that it is. There's no need to fix what's already working in New York. We can use the same business model, bring it down to our great city, put the Astrodome back to good use, and truly become the petrochemical exchange capital of the world.

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    Frank Blackwood is the senior director of Lee & Associates - Houston.

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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.”

    ---

    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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