Comcast is looking out for the one-third of businesses in the Houston metro area that are minority-owned. Photo courtesy of comcast.

Comcast, the telecom, media, and entertainment conglomerate, is awarding $1 million in grants to small businesses in Houston owned by entrepreneurs who are Black, indigenous or people of color (BIPOC).

In all, 100 grants of $10,000 each will be given to BIPOC-owned small businesses in Houston. Local businesses can apply for the grants March 1-14. Grant recipients will be announced in April and awarded in May.

"Unfortunately, many small businesses in Houston were not able to withstand the many months of suppressed revenues [amid the pandemic]. While we remain optimistic about our economic recovery, public-private partnerships will play a vital role in minimizing the disruptions that so many small businesses, specifically minority-owned businesses, are facing," says Vice Mayor Pro Tem Martha Castex-Tatum, who chairs the Houston City Council's Economic Development Committee.

The Houston grants are part of a $5 million investment fund sponsored by Comcast RISE, which launched last year to provide resources to BIPOC-owned small businesses around the country. Under this initiative, grants also will be awarded in Atlanta, Chicago, Detroit, and Philadelphia.

Studies show BIPOC-owned small businesses have been particularly hard hit by the pandemic, and recent research by JPMorgan Chase Institute found that Atlanta, Chicago, Detroit, Houston and Philadelphia were among the top markets for sharp declines in local spending. Additionally, the majority of applications for the marketing and technology services component of Comcast RISE are from these five cities.

To qualify for a Comcast RISE grant in Houston, a BIPOC-owned small business:

  • Must be located in either Harris County or Fort Bend County.
  • Must have been in business for at least three years.
  • Must employ no more than 25 people.

To drive outreach about the program and provide support, training, and mentorship, Comcast also has awarded more than $2 million to six Houston business groups: Houston Hispanic Chamber of Commerce, Greater Houston Black Chamber, Asian Chamber of Commerce, Greater Houston LGBT Chamber of Commerce, Houston East End Chamber, and Cámara de Empresarios Latinos de Houston.

"Small businesses have always played an integral role in Houston's growth and future," Ralph Martinez, senior vice president for Comcast's Houston region, says in a February 9 release. "In the midst of the pandemic, these entrepreneurs provided many of the services and resources that have kept our communities up and running."

About one-third of businesses in the Houston metro area are minority-owned. Among largest metros in the U.S., Houston ranks fifth for the percentage of minority-owned startups (30.45 percent).

Comcast RISE is part of a broader $100 million diversity, equity, and inclusion initiative that launched last summer. In June, Comcast NBCUniversal announced a multiyear plan to allocate $75 million in cash and $25 million worth of media over the next three years to fight injustice and inequality against any race, ethnicity, gender identity, sexual orientation, or ability.

From new board members at Houston Exponential to startups receiving funding, here are the latest short stories of Houston innovation. Photo by Zview/Getty Images

Houston tech company receives corporate investment, HX names new board members, and more innovation news

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Houston's innovation ecosystem has been booming with news, and it's likely some might have fallen through the cracks.

For this roundup of short stories within Houston innovation, a startup snags funding from a new corporate venture group, a blockchain startup gets major kudos, CTV's latest investment, and more.

HX names newest board members

HX has five more members of its board. Photo courtesy

Houston Exponential has announced five new members to its governing board. Joining the group is:

  • Stephanie Campbell, managing director of the Houston Angel Network and general partner at The Artemis Fund
  • Martha Castex-Tatum, Houston City Council member
  • Gordon Daugherty, co-founder and president of Capital Factory
  • Emily Keeton, CFO of Mercato and co-founder of Station Houston
  • Roberto Moctezuma, founder and CEO of Fractal River
The board is chaired by Barbara Burger of Chevron and Chevron Technology Ventures. She will continue on as chair until the end of next year, when Blair Garrou of Mercury Fund will take over.

New corporate venture fund makes first investment

Houston-based SmartAC emerged from stealth mode this summer. Photo courtesy of smartac.com

Pinnacle Ventures, a corporate venture fund created by Pinnacle based just outside of Houston in Pasadena, announced the company has invested in Houston-based SmartAC.com, a member-based technology platform that monitors the health of air conditioning systems.

The deal is Pinnacle Ventures' first investment and will help SmartAC.com expand their service offerings to homeowners and top-level HVAC service providers.

"We are excited to have Pinnacle Ventures invest in our company and to have Ryan Sitton, founder and CEO of Pinnacle, join our board," says Josh Teekell, founder and CEO of SmartAC.com, in a news release. "The capital provided by Pinnacle Ventures will help us accelerate the growth required to meet our customer demand, which has scaled quickly since our launch in June.

"Additionally, this capital will help us power a new residential connected service economy for a $30 billion industry while offering our service partners a way to increase loyalty through improved transparency and customer experience," Teekell continues. "We're very much aligned with Pinnacle Ventures' focus on improving reliability through innovation and are confident that this investment will help us support our end users."

Data Gumbo recognized as an innovative blockchain company

CB Insights ranked 50 blockchain companies and one Houston startup made the cut. Photo via CB Insights

CB Insights released its inaugural Blockchain 50 ranking and named Houston-based Data Gumbo among the top blockchain companies in the world.

"The Blockchain 50, which we've created in conjunction with Blockdata, was born out of a desire to reduce that uncertainty and recognize the pioneering companies using the blockchain," says CB Insights CEO Anand Sanwal in the study. "This inaugural class of the Blockchain 50 is tackling a range of use cases across trade finance, capital markets, exchanges and more and are being used by banks, governments and major retailers."

Combined, the 50 companies included in the ranking have raised over $3 billion across 113 deals since 2017.

"Being named to this CB Insights' list is an honor and testament to the power of Data Gumbo's blockchain network GumboNet," says Andrew Bruce, CEO and Founder, of Data Gumbo in a news release. "Our smart contracts enable companies to leverage blockchain technology across the global business infrastructure to capture critical cost savings and value, forging a new foundation for commercial transactions: one based on trust, transparency, speed and visibility."

Currux Vision is deploying its technology in California

The Houston company's technology has been tested in California. Photo via currux.vision

Houston-based Currux Vision, which uses infra-tech artificial intelligence and machine learning solutions for smart city infrastructure, has conducted testing with the city of San Jose, California, and its department of transportation.

According to the tests, Currux Vision's SmartCity ITS can operate at 99 percent accuracy in the city. Moreover, Currux Vision can achieve high resolution results with older legacy digital and analog camera systems that offer lower resolution. Testing included but was not limited to vehicle detection and classification, turning movement counts, pedestrian counts, bicycle discrimination, stopped vehicles, and speeding, according to a press release.

"Increasing urbanization, traffic, mode shift, and increasing focus on safety drive the urgent need for a next-generation traffic management solution like our SmartCity ITS," says Alex Colosivschi, founder and CEO of Currux Vision, in the release. "We believe that efficient mobility and being able to do more with less creates economic opportunities, enables trade, improves quality of life, and facilitates access to markets and services effectively leveraging resources. ... We are happy to have worked with a great partner like San José's Department of Transportation to prove these transportation solutions."

Chevron Technology Ventures invests in software company

Chevron Technology Ventures, led by Barbara Burger, has announced its latest investment. Courtesy of CTV

Houston-based Chevron Technology Ventures has invested in a Denver-based container platform company's latest round. Nubix today announced it has closed $2.7 million in seed financing led by Tuscan Management with strategic investment from Chevron Technology Ventures, in addition to participation from other new investors.

"Businesses worldwide are investing in digital transformation initiatives with IoT-based solutions," says Rachel Taylor, Nubix co-founder and CEO, in a news release. "Our unique innovation in container and services technology enables unprecedented agility and safety when building, deploying and managing applications at the edge.

"We're delivering on digital transformation's requirements for agile compute at the edge, empowering organizations to analyze data in real-time where the data is actually created. This is a massive market opportunity for Nubix and we look forward to working hand-in-hand with our new investors as we drive agility and intelligence to the edge."

Golden Section Ventures invests in Austin startup

GSV has invested in Accelerist's impact-driven software. Image via accelerist.com

Austin-based Accelerist Inc. raised a $1 million investment round led by Houston-based Golden Section Ventures to catalyze the company's growth plans. Accelerist specializes in social impact partnership technology that nonprofits use to prospect, screen, access and measure the efficacy of their relationships with each other.

"We are very impressed with what Brittany (Hill, CEO and founder) and her team have built and are excited to join the journey," says Dougal Cameron, General Partner at GSV. "We are confident that Accelerist can be the standard of excellence for social impact partnership technology. This solution is more needed than ever."

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Houston startup debuts new drone for first responders

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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

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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

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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.”