Rice Business Professor Amit Pazgal found that in certain situations, gray markets can actually help manufacturers and retailers. Photo by Science in HD on Unsplash

A camera store in Taiwan buys Nikon cameras from an electronics shop in the Philippines, where photo equipment is cheaper. Then the store sells them to consumers in Taiwan at a lower price. The camera comes without a warranty and instructions are in Filipino – the buyers in Taiwan are happy to have a real Nikon for a lower cost.

The sellers and customers are operating in the so-called gray market – where genuine products are sold through unauthorized channels. Gray marketers buy goods in markets with lower prices, then ship them to a market with higher prices, where they will likely sell for a profit. Though the products are identical, consumers typically see gray market goods as inferior since they often lack benefits like after-sale services or warranty coverage.

For years, gray markets have posed a significant threat to both manufacturers and retailers, depriving both of customers and profits. It's estimated that around $7 billion to $10 billion in goods enter the U.S. market through gray market channels every year. The IT industry, for one, loses approximately $5 billion a year due to gray market activities.

No specific laws in the U.S. ban this practice outright, however. As a result, in recent years, retailers are increasingly taking advantage of potentially cheaper prices abroad, personally importing or using third parties to buy original goods not meant for direct sale in the United States – and then selling them here for less. Alibaba, China's most extensive online shopping site, offers its hundreds of millions of shoppers a large array of gray market goods to peruse.

Manufacturers usually respond to gray markets with knee-jerk hostility, urging customers to avoid gray market goods and even filing lawsuits against gray market peddlers. Nikon, for example, includes a website section to educate consumers on how to identify gray market products, to shun the gray market.

But is gray market commerce always destructive? Rice Business Professor Amit Pazgal joined then-Rice Business Ph.D. student Xueying Liu (now an assistant professor at Nankai University) to explore scenarios in which gray markets could be good for both manufacturers and retailers. Testing the theory in recent research, Pazgal and Liu found that there are indeed situations in which both manufacturers and retailers can profit thanks to gray markets, while the associated product also improves in quality.

To reach these conclusions, the researchers started by recruiting 118 participants between the ages of 25 and 45 to complete a gray market product survey. They found the majority had no problem buying gray market goods. Only 3 percent of consumers wouldn't consider buying cosmetics from a gray marketer, while 6 to 7 percent wouldn't buy electronics. Despite this, more than 90 percent of participants who were willing to buy required a price discount of 20 to 30 percent, showing the goods were seen as slightly inferior.

The researchers then tested responses to a model of a manufacturer selling a single product to two markets – or countries – that differed in size and in customer willingness to pay for the product. Consumers in one market would pay more, on average, for quality. For example, the Nikon D500 camera is sold for a 7.5 percent premium in Taiwan versus Thailand and a 10 percent price premium in Taiwan versus the Philippines.

Pazgal and Liu found that when the manufacturer sells their product directly to consumers in both markets when there is also a gray market, both the manufacturer's profit and product quality decrease. But when the same manufacturer sells their product indirectly to a retailer in at least one of these markets, both the manufacturer's and the retailer's profits can increase. So can the product's quality.

This occurs for several reasons. First, gray marketers increase total demand and profit for the retailer in the lower-priced market, or in the market where the gray marketer buys their goods. The manufacturer can set a higher wholesale price for the better quality product in a market where consumers pay more, and increase sales in both markets as consumers compare the regular, high-quality product to the gray market one. In fact, by offering a lower-priced, lower quality (that is, gray market) alternative to its own high-quality product, the manufacturer can better segment consumers in the higher-priced market.

Finally, the retailer in the higher-priced market becomes more profitable even though they lose some customers to the gray market. This is because increased product quality and price more than make up for lost sales. Researchers found that the results hold regardless of whether the gray marketer buys from the manufacturer or a retailer.

The bottom line: in certain situations, gray markets can improve profitability for both manufacturers and retailers (and, of course, the gray marketers). Counterintuitive though it is, manufacturers that sell through retailers shouldn't automatically see gray markets as an obstacle to their profits, rushing to demand that governments and courts shut them down. Instead, in some cases, companies could do well to embrace these gray markets, because they lead to overall improved profits.

Manufacturers can use this information to their advantage, Pazgal noted. Nikon, for example, could introduce a higher quality camera to the market, allowing it to set even higher wholesale prices and increase sales in both markets, far exceeding the cost of the higher quality product.

For consumers, meanwhile, gray markets are always beneficial because of lower prices. If companies heed Pazgal's findings, however, customers could also benefit from more innovative and higher quality cameras and other merchandise, as manufacturers hurry to create better products to bump up their profits.

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This article originally ran on Rice Business Wisdom and is based on research from Amit Pazgal, the Friedkin Professor of Management – Marketing at the Jones Graduate School of Business.

Turns out, timing is everything when launching a new tech product, this reacher found for Rice Business Wisdom. rawpixel.com /Pexels

Rice University researcher discovers what makes a tech product stand out in a crowd

Houston Voices

From smart phones to video games to virtual reality toys, new products roll forward as relentlessly as the tides. So what, and how, should you tell consumers about your product to avoid being swept away in a sea of similar wares?

To answer this question, Rice Business professor Amit Pazgal and colleague Yuanfang Lin of Conestoga College dove into the particulars of how companies differentiate their products by informing consumers about a new product's quality.

The rush of new products, they note, is particularly intense in technology, where innovations are constant — which means consumers constantly need information about them. Traditionally, tech companies make the case for their products using advertising, free sample, product trials and splashy product demonstrations. (See your local Apple Store).

But how does a consumer's wish for information interact with their ultimate buying decision?

Timing, Pazgal and Lin found, plays a powerful role in the type of information that best influences consumers. Suppose, for example, Firm 1 offers a new product, say a smartphone with innovative features. This makes Firm 1 a pioneer. For a certain golden period, Firm 1 might hold a monopoly in the market, since there's simply no other smartphone like theirs. This is the moment, the researchers say, to offer consumers information that reveals the product's true quality and uniqueness. Because no similar product is out there, Firm 1 has the power to establish the parameters for judging its invention.

Inevitably, of course, another company (call it Firm 2) will come up with something comparable. Thanks to the heavy lifting in innovation by Firm 1, Firm 2 has the luxury to create a phone of equal or greater quality. And this is when the tide starts to turn. One might assume Firm 2 would just inform consumers of the superior quality of its product. But, surprisingly, Pazgal and Lin found that in most cases Firm 2 will instead focus on educating consumers about their preference for quality — in effect, leaving it up to the buyer to decide which of the two phones they really wants.

However, if another firm emerges with a similar product of lesser quality, its marketing will likely take yet another turn. Instead of trying to claim better quality, late entry companies offering an inferior product typically admit outright that their product isn't as well made as other versions.

That's because such firms calculate that if customers discover this themselves, they'll react badly. By telling the truth and pricing appropriately, a firm can find a calm stretch of water elsewhere in the market, someplace where it's not clashing directly with the earlier, higher quality products.

Whether it's Alexa, a smart TV or a virtual reality game, Pazgal and Lin explain, when a product enters the market for the first time, consumers need to be shown how it works. When a second product in the same line is introduced by a different company, the marketing task changes: it's now more important to show consumers how to identify a quality product, and then let them choose for themselves.

Any time a company launches a device or service into the world, in other words, it needs to trust consumers' ability to learn — and not drown them with too much information. Informed what good quality looks like, Pazgal and Lin conclude, consumers will swim on their own to the item they truly want.

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This article originally appeared on Rice Business Wisdom.

Amit Pazgal is Friedkin Chair in Management and Professor of Marketing and Operations Management at Jones Graduate School of Business at Rice University.

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5 female-founded Houston startups shine as Innovation Awards finalists

meet the finalists

Houston is home to many standout female founders, making inroads and breakthroughs in every industry.

As part of the 2026 Houston Innovation Awards, our Female-founded Business category honors women-led startups that are shaping Houston innovation.

Five female-founded businesses have been named finalists for the 2026 award. This year's finalists, selected by our esteemed panel of judges, range from an AI startup for C-Suite execs to a company developing semi-autonomous crawler robots for corrosion detection.

Read more about these innovative startups and the visionary female founders behind them below. The 2026 winners will be announced on InnovationMap.com in mid-November.

Adair

Artificial intelligence startup Adair uses computational linguistics and behavioral economics to measure, model and quantify the impact of spoken and written language on firm valuation and stock prices. The company works with C-Suite executives of public companies on high-stakes communications before they go live.

The company was founded last year by CEO Kathleen Perley, CPO Alex Duong and CTO Anthony Grivet. It raised $5.6 million earlier this year, according to its application.

ARIX Technologies

Energytech startup ARIX Technologies has developed a semiautonomous VENUS crawler robot to detect corrosion under insulation before it becomes a failure. The robots climb insulated piping in refineries, chemical plants and energy facilities to capture inspection data without removing insulation or building scaffolding. ARIX's inspection portal then turns information from the inspection into data a company can act on.

ARIX was founded in 2017 by Dianna Liu, who serves as director, and Head of Product Petter Wehlin. Craig Malloy serves as CEO. The company has raised more than $22 million in seed funding and a Series A round, according to its application.

Bairitone Health

Healthtech startup Bairitone Health is bringing anatomy imaging for sleep apnea to the home environment. The company's platform maps users' anatomy during natural sleep using a facial patch to determine the root cause of airway obstruction. It then offers effective therapies for each patient.

The company was founded in 2022 in the Texas Medical Center's Biodesign program by CEO Meagan Pitcher, CTO Onur Kilic and chief medical officer Britt Cross. It was a member of Activate Houston's inaugural cohort and has participated in numerous accelerators and incubators. The company raised an oversubscribed seed round for $2.4 million earlier this year and received Breakthrough Device Designation from the Food and Drug Administration in April.

FlowCellutions

Energytech startup FlowCellutions is developing a chemistry-agnostic diagnostics platform for flow and metal-air batteries supporting data centers and critical infrastructure. The platform is designed to help reduce operating costs, prevent failures and costly downtime, and extend battery lifetime from approximately seven years to more than 30 years. It has deployed four paid pilots and plans to take insights from the programs to develop its next-gen sensor platform technology.

CEO Becca Segel founded the company in 2022. It is a member of Greentown Labs, and Segel was a 2025 Activate Fellow. The company has raised over $2 million in non-dilutive funding and received a $1.5 million NSF SBIR Fast-Track award earlier this year.

ParaDocs Health

Healthtech startup ParaDocs Health is developing a clinical intelligence platform that helps doctors and care teams streamline administrative tasks and make better use of patient records. Its technology organizes fragmented clinical data into actionable insights, helping care teams identify gaps in care, assess patient risks and simplify documentation and reimbursement.

ParaDocs was founded in 2022 by CEO Dr. Dhini Nasution and CTO Dr. Omar Mohtar. The company participated in the TMCi Biodesign Program and raised a preseed round last year, according to its application.

Rice University launches AI initiative, plans to hire 75 faculty

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Houston’s Rice University announced a university-wide artificial intelligence initiative this week that includes hiring 75 new AI-focused faculty. It also shared new details about its planned state-of-the-art facility, The Arc.

Fresh off the announcement of Rice’s new Master of Artificial Intelligence (MAI) coming next fall, the university shared that it plans to expand its AI-related courses and be a “global leader in advanced computing and responsible AI.”

Rice reports that it has already hired 35 faculty members to deepen expertise across schools and departments regarding AI, and plans to recruit 40 more across disciplines including engineering, computing, health, energy, environmental resilience, business, humanities and the arts.

Rice's schools and departments have identified the four cluster areas to guide its hiring:

  • Foundational AI
  • AI for Health
  • AI for Energy, the Environment and Resiliency
  • Responsible AI: Society and Ethics

“Hiring exceptional faculty is essential, but it is only one part of the equation,” Amy Dittmar, Rice’s Howard R. Hughes Provost and executive vice president for academic affairs, said in a news release. “We are building the people, places and partnerships needed to advance AI from foundational discovery to societal impact.”

Another major component of the effort is the planned 200,000-square-foot facility, The Arc, which Rice announced will break ground this fall. Rice will occupy nearly 80,000 square feet of office and laboratory space dedicated to topics including AI, data science, robotics, computational engineering and energy. The university previously announced that The Arc would be completed in Q1 2028.

The Arc will also house the AI Foundry, which is being developed as a collaborative space for industry partners, scientists and students.

“As Rice grows, we are being intentional about where we invest and how we build,” Rice President Reginald DesRoches added in the release. “By bringing together exceptional faculty, a strong interdisciplinary research community, world-class facilities and Houston’s extraordinary innovation ecosystem, Rice has an opportunity not simply to participate in the AI revolution but to help define its future.”

5 minority-founded startups shaping the future of Houston innovation

meet the finalists

Houston’s startup ecosystem reflects the diversity of the city itself.

As part of the 2026 Houston Innovation Awards, our Minority-founded Businesses category will honor an innovative Houston startup founded or co-founded by BIPOC or LGBTQ+ representation.

Five minority-founded businesses have been named finalists for the 2026 award. The finalists, selected by our esteemed panel of judges, range from an AI edtech startup to a company operating in the floating offshore energy infrastructure sector.

Read more about these innovative businesses, their initiatives, and their inspirational founders below. The 2026 winners will be announced on InnovationMap.com in mid-November.

AI Made Fun

Edtech startup AI Made Fun is working to close the gap in AI education by teaching K-12 students how to understand and responsibly use artificial intelligence. The company has developed a comprehensive AI literacy curriculum with 60 modules, animated videos, interactive activities, teacher guides and family resources. Its curriculum covers how AI works, misinformation, algorithmic bias, data privacy, online safety and academic integrity.

AI Made Fun was founded in 2025 by Devshree Golecha. It launched in classrooms this school year with five licensed schools serving more than 800 students. The company is pursuing partnerships with Houston-area school districts, including Houston ISD and Alief ISD, and has pledged free and subsidized access for underserved communities.

Deep Anchor Solutions

Offshore energy consulting and design company Deep Anchor Solutions wants to help scale floating offshore energy infrastructure by removing anchoring as a barrier. Its deeply embedded ring anchor (DERA) technology can be installed quietly without heavy-lift vessels, reducing anchor-related costs by up to 75 percent and lifecycle CO2 emissions by up to 80 percent.

The company was founded in 2023 by CEO Junho Lee and technical advisor Charles Aubeny. Lee earned his Ph.D. in geotechnical engineering from Texas A&M University, where Aubeny is a professor of civil and environmental engineering. The company has participated in numerous accelerators and incubators, including Greentown Labs, MassChallenge, EnergyTechNexus LiftOff and others. Lee was an Activate 2025 fellow.

HEXAspec

Rice University spinout HEXASpec is working to improve the sustainability and thermal conductivity of semiconductor chips. The company has developed breakthrough inorganic fillers that allow graphic processing units (GPUs) to use less water and electricity and generate less heat.

HEXASpec was founded in 2025 by CEO Tianshu Zhai, CTO Jing Zhang and chief product officer Chen-Yang Lin. It has raised $800,000 in pre-seed funding and another $1.5 million in non-dilutive grants, according to the company's application. The startup won the Liu Idea Lab for Innovation and Entrepreneurship's H. Albert Napier Rice Launch Challenge in 2024 and the 2025 Energy Venture Day and Pitch Competition during CERAWeek in the TEX-E student track in 2025. It was awarded a $500,000 National Science Foundation Partnership for Innovation grant last summer.

Prana Surgical

Health tech company Prana Surgical is developing a minimally invasive surgical platform for small, hard-to-reach lung nodules that may be cancerous. The company's Prana System cleared U.S. Food and Drug Administration (FDA) approval earlier this year.

Prana Surgical was originally founded as Prana Thoracic in 2022. It has participated in numerous accelerators, including the Texas Medical Center Innovation Accelerator in 2023 and the IGNITE Health accelerator in 2022. It raised $6 million in Series A funding rounds in 2023 and 2024 , with a Series B currently ongoing. The company said in its application that it is currently moving into the next stage of clinical validation and revenue generation in the U.S., in addition to preparing its manufacturing and commercial infrastructure for broader use.

Torres Orbital Mining Inc.

Space tech company Torres Orbital Mining is developing autonomous excavation and material preprocessing systems to move and process granular materials while reducing workers’ exposure to hazardous dust. The company is initially commercializing its technology for Earth-bound applications—including silica sand, recycled glass and mine tailings—though the technology is also designed to support future lunar mining operations. The company aims to accelerate a permanent and ethical human presence on the Moon.

CEO Luis Torres founded Torres Orbital Mining in 2025. The company is a member of Greentown Labs and has participated in accelerators like the ESRIC Space Resources Startup Program and Capital Factory All Access Fund. The company received a six-month, $225,000 SBIR Phase I contract from NASA in August.