8 can't-miss Houston business and innovation events for December

where to be

From climatetech pitch days to the return of favorite festive shindigs, here's what not to miss this month. Photo via Getty Images

Editor's note: Houston’s innovation scene is loading up the calendar before the holidays. From climatetech pitch days to the return of favorite festive shindigs, here's what not to miss and how to register. Please note: this article may be updated to include additional event listings.

Dec. 3 — SouthWest-Midwest National Pediatric Device Innovation Consortium

This annual event brings together members, colleagues and guests of the FDA-supported pediatric consortium who are dedicated to assisting device innovators throughout the lifecycle in delivering innovative solutions to patients. Featured speakers include Dr. Danielle Gottlieb from Le Bonheur Children's Hospital, Balakrishna Haridas from Texas A&M University and Dr. Chester Koh from Texas Children’s Hospital.

This event is Wednesday, Dec. 3, from 3:30-8 p.m. at Texas A&M EnMed Tower. Register here.

Dec. 4 — Resiliency & Adaptation Sector Pitch Day: Scaling Solutions to Address Climate Disruption

Join innovators, industry leaders, investors and policymakers as they explore breakthrough climate and energy technologies at Greentown's latest installment of its Sector Pitch Day series, focused on resiliency and adaptation. Hear from Adrian Trömel, Chief Innovation Officer at Rice University; Eric Willman, Executive Director of the Rice WaTER Institute; pitches from 10 Greentown startups and more.

This event is Thursday, Dec. 4, from 1-3:30 p.m. at the Ion. The Ion Holiday Block Party follows. Register here.

Dec. 4 — The Ion District Holiday Block Party

The Ion District, Rice Alliance and Greentown Labs will celebrate the season during the Ion District Holiday Block Party. Expect to find local bites, drinks, music and meaningful connections across Houston’s innovation ecosystem. Guests are invited to participate in Operation Love’s holiday toy drive supporting local families.

This event is Thursday, Dec. 4, from 4-7 p.m. Register here.

Dec. 8 — Pumps & Pipes Annual Event 2025

The annual gathering brings together cross-industry leaders in aerospace, energy and medicine for engaging discussions and networking opportunities. Connor Grennan, Chief AI Architect at the NYU Stern School of Business, will present this year's keynote address, entitled "Practical Strategies to Increase Productivity." Other sessions will feature leaders from Cena Research Institute, NASA Ames Research Center, ExxonMobil, Southwest Airlines and more.

This event is Monday, Dec. 8, from 8 a.m.-5 p.m., at TMC Helix Park. Register here.

Dec. 9 — Jingle and Mingle

Don your ugliest sweater and snap a pic with Startup Santa! Bayou City Startups, Rocket Network, Founder Institute and Energytech Nexus are bringing back their popular Jingle Mingle for the third year. Network and celebrate with founders, community stakeholders and others in Houston's innovation scene. Donations to the Houston Food Bank are encouraged in place of tickets.

This event is Tuesday, Dec. 9, from 5-7 p.m., at the Solarium in Midtown. Register here.

Dec. 9 — European Innovation Spotlight

Celebrate European cooperation and innovation with the European Innovation Council during an exclusive demo night and networking event at Greentown Labs. Hear from 15 EIC-backed founders supported by the European Union with top-class climatetech technologies, listen to a fireside chat and engage in a networking event following the pitches.

This event is Tuesday, Dec. 9, from 4:30-7 p.m., at the Ion. Register here.

Dec. 9-10 — Energy LIVE

Energy LIVE is Reuters Events' flagship ConfEx that brings the full energy ecosystem together under one roof to solve the industry's most urgent commercial and operational challenges. The event will feature 3,000-plus senior executives across three strategic stages, a showcase of 75-plus exhibitors and six strategic content pillars.

This event is Dec. 9-10 at NRG Park. Register here.

Dec. 15 — Innov8 Hub Pitch Day

Hear pitches from members of the latest Innov8 Hub Innovators to Founders cohort, which empowers academic scientists and innovators to become successful startup founders. Meet and network with the founders over light bites and drinks at a reception following the pitch competition.

This event is Monday, Dec. 15, at the Innovation Center at UH Technology Bridge (Bldg. 4). Register here.

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Here are over 10 can't-miss events for Houston innovators in December. Photo courtesy of Rice University

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

WHERE TO BE

From networking meetups to pitch competitions, December is filled with 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 might be updated to add more events.


December 3 — Cup of Joey: InnovationMap Awards Finalist Celebration

Meet the finalists of the Innovation Awards and network with like-minded, curious individuals over strong coffee.

This event is Tuesday, December 3, from 8:30 to 10:30 a.m. at 820 Gessner Rd. Click here to register.

December 3 — Antwerp-Houston Innovation Mission: Cleantech Pitching Event

Pitch your cleantech solution to members of both the Antwerp and Houston ecosystem. This cleantech pitch competition will feature networking with industry leaders, investors, and like-minded individuals passionate about sustainability. Witness groundbreaking ideas, support the future of cleantech, and take advantage of a unique opportunity to pitch to the Port Of Antwerp-Bruges, Bluechem, StartUp Flanders and more.

This event is Tuesday, December 3, from 2 to 5 p.m. at the Ion. Click here to register.

December 4-5 — Energy LIVE 2024

A full-spectrum energy exhibition, with 3000+ decision-maker attendees and 100 booths - the first meeting point for North America's clean energy ecosystem post-U.S. election, where attendees will seize emerging opportunities for sustainable profit. The Energy LIVE Expo will connect the three concurrent strategic conferences to laser focus on facilitating the next generation of net-zero partnerships.

This event begins Wednesday, December 4, at NRG Park. Click here to register.

December 5 — Holiday Block Party at the Ion

Join the Rice Alliance team for a holiday block party at the Ion featuring familiar faces and a healthy dose of Houston’s entrepreneurial energy. This is a celebration where you can catch up with old friends, meet new ones and soak in the holiday spirit. In the spirit of giving, Operation Love is hosting a toy drive at the event. Bring a toy to donate, and wrap it up at the gift-wrapping station.

This event is Thursday, December 5, from 4 to 7 pm at the Ion. Click here to register.

December 5 — SouthWest-Midwest National Pediatric Device Innovation Consortium

This annual event brings together members, colleagues, and guests of our FDA-supported consortium, dedicated to assisting pediatric device innovators throughout the entire lifecycle in delivering innovative solutions to pediatric patients. Angela Lorts, MD, MBA, of ACTION Network and Cincinnati Children’s Hospital will deliver a keynote address followed by a panel discussion on clinical trials/ evidence generation for pediatric devices and real-world evidence case studies.

This event is Thursday, December 5, from 4 to 7:30 pm at Texas A&M EnMed Tower. Click here to register.

December 6 — Inaugural Houston Methodist Neal Cancer Center GI Oncology Symposium

In this session, attendees will explore the latest advancements in surgical techniques for early-stage hepatobiliary cancer. The presentations will cover innovative operative approaches that enhance surgical outcomes and improve patient recovery. Expert surgeons will discuss their experiences with new technologies and methods, including minimally invasive procedures and enhanced imaging techniques.

This event is Friday, December 6, from 8:30 a.m. to 3:15 p.m at Houston Methodist Research Institute. Click here to register.

December 9 — Pumps & Pipes Annual Event 2024

The Pumps & Pipes Annual Event is an innovation gathering bringing together cross-industry leaders in Aerospace, Energy, and Medicine for engaging discussions and top tier networking opportunities. There will be three hour-long sessions ranging from space to medical technologies. The "Skybound Synergies: State of Texas Aerospace Investments & Their Ripple Effect" panel will spotlight Texas’ critical role in shaping the future of aerospace, with a focus on its cross-sector impact, from space exploration to innovation in energy & healthcare. Speakers include: Norman Garza, Jr., Executive Director of the Texas Space Commission (TSC); as well as two members of the TSC board of directors: Sarah “Sassie” Duggelby, CEO/Co-Founder of Venus Aerospace; & Kathryn Lueders, GM at Starbase, SpaceX.

In the "Innovating the Impossible: Real-World Applications of Robotics & Synthetic Bio" speakers will explore the groundbreaking intersection of synthetic biology and robotics as they reshape industries from aerospace to energy to healthcare. In "The Total Artificial Heart: Past, Present, & Future; a Uniquely Houston Story" Dr. Billy Cohn, will discuss the groundbreaking BiVACOR TAH, a device that fully replaces the function of the heart using a magnetically levitated rotary pump. This innovative approach is part of an FDA-approved first-in-human study, aiming to evaluate its use as a bridge-to-transplant for patients awaiting heart transplants.

This event is Monday, December 9, from 8 a.m. to 3 p.m. at Texas Medical Center Helix Park. Click here to register.

December 9 — The $2 Million to $22 Million ARR Playbook

Join Next Stage Trajectory at The Cannon West Houston and learn from leaders who have navigated the path from promising startup to established industry player. This panel brings together three accomplished founders who have successfully scaled their companies from $2 million to over $20 million in annual recurring revenue within a short time period. Expert speakers will share insights, strategies, and hard-won lessons from their journeys.

This event is Monday, December 9, from 3:30 to 5 p.m. at the Cannon. Click here to register.

December 11 — Jingle Mingle and the Houston Tech & Energytech Extravaganza

Celebrate the season with Houston’s tech, energy transition, and life science startup communities. Enjoy music, holiday lights, an ugly sweater competition, and maybe even a visit from Startup Santa. Network with fellow builders in the Houston energy transition and foster meaningful connections and collaborations.

This event is Wednesday, December 11, from 5 to 9 pm at 401 Franklin St. Click here to register.

December 12 — Houston Region Economic Outlook

The Greater Houston Partnership’s Chief Economist Patrick Jankowski will present the organization’s Houston economic forecast for 2025, discussing the regional employment outlook for the year ahead and the overall regional and national economic outlook. This year’s event is particularly significant as it marks Jankowski’s final forecast presentation before his well-earned retirement after a 41-year career with the Partnership.

The Partnership’s Houston Region Economic Outlook event will also feature a panel discussion with experts discussing their insights on their respective industries, including commercial real estate and energy, moderated by Dan Bellow, President of JLL. Panelists include Stan Chapman, Executive Vice President & COO, Natural Gas Pipelines, TC Energy; Mary Beth Gracy, Houston Office Managing Director, Accenture.

This event is Thursday, December 12, from 11 a.m. to 1:30 p.m. at the Royal Sonesta. Click here to register.

December 13 — 2024 Women In Agriculture Conference

Urban Harvest will host its third annual Women in Agriculture Conference, bringing together urban gardeners, farmers, entrepreneurs, and plant enthusiasts from across Texas to celebrate, educate, and uplift the work of women shaping the agricultural landscape. The conference features expert panels, networking opportunities, food, and prizes, and will offer a platform to share resources and knowledge for sustainable agriculture practices.

This event is Friday, December 13, from 8:30 a.m. to 3:30 p.m. at Houston Community College - West Houston Institute Campus. Click here to register.

This week's roundup of Houston innovators includes Samina Farid of Golden Seeds, Stuart Corr of Pumps & Pipes, and Saniya Mansuri of TMC. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: Every week, I introduce you to a handful of Houston innovators to know recently making headlines with news of innovative technology, investment activity, and more. This week's batch includes three innovators across seed investing, energy tech, and health care.

Samina Farid, head of the Houston Chapter of Golden Seeds

Samina Farid of Golden Seeds joins the Houston Innovators Podcast to discuss opportunities in angel investing. Photo courtesy of Golden Seeds

After working in technology in her home country of Pakistan, Samina Farid, who was raised in the United States, found her way to Houston in the '70s where business was booming.

She was recruited to work at Houston Natural Gas — a company that would later merge and create Enron — where she rose through the ranks and oversaw systems development for the company before taking on a role running the pipelines.

"When you're in technology, you're always looking for inefficiencies, and you always see areas where you can improve," Farid says on the Houston Innovators Podcast, explaining that she moved on from Enron in the mid-'80s, which was an exciting time for the industry.

"We had these silos of data across the industry, and I felt like we needed to be communicating better, having a good source of data, and making sure we weren't continuing to have the problems we were having," she says. "That was really the seed that got me started in the idea of building a company." Read more.

Stuart Corr, executive director of Pumps & Pipes

For the eighteenth year in a row, the annual Pumps & Pipes event will showcase and explore convergence innovation and common technology themes across Houston’s three major industries. Image courtesy of Pumps & Pipes

Every year, Houston's legacy industries — energy, medicine, and aerospace — come together to share innovative ideas and collaborate on future opportunities. The annual Pumps & Pipes event will showcase and explore convergence innovation and common technology themes across Houston’s three major industries.

"With NASA in its backyard, the world’s largest medical center, and a reputation as the 'Energy Capital of the World,' Houston is uniquely positioned to lead in cross-industry convergence innovation and is reflected in the theme of this year’s event – Blueprint Houston: Converge and Innovate," Stuart Corr, executive director of Pumps & Pipes, writes in a guest column about the event. Read more.

Saniya Mansuri, health care consultant for BioPath @ TMC

The goal of the Texas Medical Center's BioPath program is to attract young people considering going into the trades to learn the skills to become biomanufacturing professionals. Photo via TMC

Houston is currently in need of biomanufacturing professionals to keep up with the ever-growing industry. That's what Saniya Mansuri, health care consultant for BioPath @ TMC, says.

“Houston has lost out on a big biopharmaceutical company. And when there was a feasibility study that was done, it was identified that one of the reasons that Houston wasn't chosen was the lack of a workforce and a lack of workforce development programs,” she explains.

Mansuri and the TMC Innovation team are doing just that with the introduction of the new program. She moved from Toronto in 2023. When she applied for a role at TMC Innovation, she was handpicked to help shepherd the BioPath program, thanks to her background that included starting a nonprofit for underserved youth in Canada. Read more.

For the eighteenth year in a row, the annual Pumps & Pipes event will showcase and explore convergence innovation and common technology themes across Houston’s three major industries. Image courtesy of Pumps & Pipes

Uniquely Houston event to convene innovation experts across aerospace, energy, and medicine

guest column

Every year, Houston's legacy industries — energy, medicine, and aerospace — come together to share innovative ideas and collaborate on future opportunities.

For the eighteenth year in a row, the annual Pumps & Pipes event will showcase and explore convergence innovation and common technology themes across Houston’s three major industries. The hosting organization, also called Pumps & Pipes, was established in 2007 in Houston and is dedicated to fostering collaboration amongst the city's three major industries.

With NASA in its backyard, the world’s largest medical center, and a reputation as the “Energy Capital of the World,” Houston is uniquely positioned to lead in cross-industry convergence innovation and is reflected in the theme of this year’s event – Blueprint Houston: Converge and Innovate.

Here's what you can expect to explore at the event, which will take place this year on December 9 at TMC Helix Park. Tickets are available online.

The state of Texas’ aerospace investments

How are the recent strategic investments in aerospace by the State of Texas transforming the space economy and driving growth in adjacent industries? What is the case for cultivating a more dynamic and vibrant aerospace R&D environment?

These are the key questions explored in the opening session of Pumps & Pipes, moderated by David Alexander (Director, Rice Space Institute). Joining the discussion are distinguished leaders Norman Garza, Jr., Executive Director of the Texas Space Commission (TSC); as well as two members of the TSC board of directors: Sarah “Sassie” Duggelby, CEO/Co-Founder of Venus Aerospace; and Kathryn Lueders, GM at Starbase, SpaceX.

This panel will spotlight Texas’ critical role in shaping the future of aerospace, with a focus on its cross-sector impact, from space exploration to innovation in energy and health care. We’ll explore how the state’s investments are fueling research and development, creating economic opportunities, and fostering a more interconnected, high-tech ecosystem for the future.

Real-world applications of robotics and synthetic biology

Explore the groundbreaking intersection of synthetic biology and robotics as they reshape industries from aerospace to energy to health care. Experts from academia and industry — Rob Ambrose of Texas A&M University, Shankar Nadarajah of ExxonMobil, Shalini Yadav of the Rice Synthetic Biology Institute, and Moji Karimi of Cemvita — will discuss the real-world applications and future possibilities of these two fields, including innovative uses of robotics and drones to monitor emissions from deep-sea oil rigs, and synthetic microbes that convert carbon dioxide into valuable chemical products.

Discover how synthetic biology and robotics are paving the way for a more sustainable, autonomous, efficient, and interconnected future.

The total artificial heart – a uniquely Houston story

Heart failure affects millions globally, yet only a small fraction of patients receive life-saving heart transplants. The Total Artificial Heart (TAH), developed by BiVACOR, offers a revolutionary solution for patients with severe heart failure who are ineligible for a transplant.

Luminary leader, Dr. Billy Cohn, will discuss the groundbreaking BiVACOR TAH, a device that fully replaces the function of the heart using a magnetically levitated rotary pump. This innovative approach is part of an FDA-approved first-in-human study, aiming to evaluate its use as a bridge-to-transplant for patients awaiting heart transplants.

Moderated by Dr. Alan Lumsden (Chair Dept. of CV Surgery at Houston Methodist Hospital), join Dr. Cohn as he shares insights, and the story-behind, this pioneering technology and its potential to reshape the future of heart failure treatment, offering new hope to thousands of patients in need.

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Stuart Corr is the director of innovation engineering at The Bookout Center at Houston Methodist and executive director of Pumps & Pipes.

This week's roundup of Houston innovators includes Gaurab Chakrabarti of Solugen, Andy Grolnick of Graylog, and Stuart Corr of Pumps and Pipes. Photos courtesy

3 Houston innovators to know this week

who's who

Editor's note: In this week's roundup of Houston innovators to know, I'm introducing you to three local innovators across industries — from software to biotech — recently making headlines in Houston innovation.


Gaurab Chakrabarti, CEO and co-founder of Solugen

Solugen has announced two major partnerships. Photo via solugentech.com

Solugen had a busy week. The Houston-based company that makes sustainable chemicals announced two new partnerships.

Solugen and Sasol Chemicals, a business unit of Saslo Ltd., revealed that they are working together to explore commercialization of sustainably-made home and personal care products. Read more.

Later last week, Solugen announced that it has scored a partnership with ADM to build a biomanufacturing facility adjacent to an existing corn complex in Marshall, Minnesota. Read more.

Andy Grolnick, CEO of Graylog

Graylog, a Houston SaaS company, has new fuel to scale and develop its product. Photo via Graylog

A Houston software-as-a-service company has secured $39 million in financing and announced its latest upgrade to its platform.

Graylog, which has created an innovative platform for cybersecurity and IT operations, raised equity funding with participation from new investor Silver Lake Waterman and existing investors Piper Sandler Merchant Banking and Harbert Growth Partners leading the round.

“The growth we are seeing globally is a response to our team’s focus on innovation, a superior user experience, low total cost of ownership, and strong execution from our Go-To-Market and Customer Success teams,” Andy Grolnick, CEO of Graylog, says in a news release. “We expect this momentum to continue as Graylog expands its reach and raises its profile in the security market.” Read more.

Stuart Corr, executive director of Pumps & Pipes

A Houston expert shares reasons to swap screen time for extended reality. Photo via pumpsandpipes.org

Virtual and augmented reality are having a moment, as Stuart Corr, executive director of Pumps & Pipes, explains in a guest column for InnovationMap.

"The COVID-19 pandemic saw an unprecedented shift to even more screen time and interactions using remote video communication platforms," he writes. "It was also around this time that wireless virtual reality headsets were, for the first time ever, economically accessible to the consumer due to the large push of one multinational corporation. Fast forward to 2023, there are even more companies beginning to enter the market with new extended reality (XR) headsets (i.e. virtual, mixed, and augmented reality) that offer spatial computing – the ability for computers to blend into the physical worlds (amongst other things)." Read more.

Houston experts at the annual Pumps and Pipes event discussed the importance of open innovation. Photo courtesy of Houston Methodist

Overheard: Houston experts call for more open innovation at industry-blending event

eavesdropping at the Ion

Open innovation, or the practice of sourcing new technologies and idea across institutions and industries, was top of mind at the annual Pumps & Pipes event earlier this week.

The event, which is put on by an organization of the same name every year, focuses on the intersection of the energy, health care, and aerospace industries. The keynote discussion, with panelists representing each industry, covered several topics, including the importance of open innovation.

If you missed the discussion, check out some key moments from the panel.

“If we want to survive as a city, we need to make sure we can work together.”

— Juliana Garaizar of Greentown Labs. "From being competitive, we’ve become collaborative, because the challenges at hand in the world right now is too big to compete," she continues.

“The pace of innovation has changed.”

— Steve Rader of NASA. He explains that 90 percent of all scientists who have ever lived are alive on earth today. “If you think you can do it all yourself — and just find all the latest technology yourself, you’re kidding yourself.”

“You can’t close the door. If you do, you’re closing the door to potential opportunities.”

— Michelle Stansbury, Houston Methodist. “If you think you can do it all yourself — and just find all the latest technology yourself, you’re kidding yourself.” She explains that there's an influx of technologies coming in, but what doesn't work now, might work later or for another collaborator. "I would say that health care as a whole hasn’t been very good at sharing all of the things we’ve been creating, but that’s not the case today," she explains.

“The thing that makes Houston great is the same thing that makes open innovation great: diversity.”

— Rader says, adding that this makes for a great opportunity for Houston.

“Some of our greatest innovations that we’ve had come from other industries — not from health tech companies.”

— Stansbury says. "I think that's the piece everyone needs to understand," she says. "Don't just look in your own industry to solve problems."

“Nobody knows what is the best technology — the one that is going to be the new oil."

— Garaizar says. “All of this is going to be a lot of trial and error," she continues. “We don’t have the luxury of time anymore.”

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11 Houston researchers named to Rice innovation cohort

top of class

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.

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