Auburn University's SwiftSku took first place in this year's virtually held Rice Business Plan Competition, but it was the second place company that went home with over half a million in cash and investment prizes. Photo via rice.edu

In its 21st year, the Rice Business Plan Competition hosted 54 student-founded startups from all over the world — its largest batch of companies to date — and doled out over $1.4 million in cash and investment prizes at the week-long virtual competition.

RBPC, which is put on by the Rice Alliance for Technology and Entrepreneurship, took place Tuesday, April 6, to Friday, April 9 this year. Just like 2020, RBPC was virtually held. The competition announced the 54 participating startups last month, and coordinated the annual elevator pitches, a semi-finals round, wildcard round and live final pitches. The contestants also received virtual networking and mentoring.

Earlier this week, Rice Alliance announced the seven student-led startups that then competed in the finals. From this pack, the judges awarded the top prizes. Here's how the finalists placed and what won:

  • SwiftSku from Auburn University, point of sales technology for convenience stores that allows for real time analytics, won first place and claimed the $350,000 grand prize from Goose Capital. The company also won the $50,000 Business Angel Minority Association Prize, the $500 Best Digital Elevator Pitch Prize from Mercury Fund, and the $500 Third Place Anbarci Family People's Choice prize, bringing the company's grand total in cash and investment prizes to $401,000. The company also won the CFO Consulting Prize, a $25,000 in-kind award.
  • AgZen from the Massachusetts Institute of Technology, a pesticide alternative spray and formulation technology company, won the second place $100,000 investment prize (awarded by Finger Interests, Anderson Family Fund, Greg Novak, and Tracy Druce). The startup also won a $300,000 Owl Investment Prize, the $100,000 Houston Angel Network Prize, the $500 Best Energy Elevator Pitch Prize from Mercury Fund, and the $1,500 Third Place Anbarci Family People's Choice prize, bringing the company's grand total in cash and investment prizes to $502,000. The company also won the $30,000 in-kind Polsinelli Energy Prize.
  • FibreCoat GmbH from RWTH Aachen University, a startup with patented spinning technology for the production of inexpensive high-performance composite fibers, won the third place $50,000 investment prize (also awarded by Finger Interests, Anderson Family Fund, Greg Novak, and Tracy Druce). The company also won the $100,000 TiE Houston Angels Prize and the $500 Best Hard Tech Elevator Pitch Prize from Mercury Fund, bringing the company's grand total in cash and investment prizes to $150,500.
  • Candelytics from Harvard University, a startup building the digital infrastructure for 3-D data, won the fourth place $5,000 prize.
  • OYA FEMTECH Apparel from UCLA, an athletic wear company that designs feminine health-focused clothing, won the fifth place $5,000 prize. The company also won the $5,000 Eagle Investors Prize, the $25,000 Urban Capital Network Prize, and the $1,000 Second Place Anbarci Family People's Choice prize, bringing the company's grand total in cash and investment prizes to $36,000.
  • LFAnt Medical from McGill University , an innovative and tech-backed STI testing company, won the sixth place $5,000 prize and the $20,000 Johnson and Johnson Innovation Prize, bringing the company's grand total in cash and investment prizes to $25,000.
  • SimpL from the University of Pittsburgh, an AI-backed fitness software company, won the seventh place $5,000 prize. The company also won the $25,000 Spirit of Entrepreneurship Prize from the Pearland Economic Development Corp., bringing the company's grand total in cash and investment prizes to $30,000.

Some of the competition's participating startups outside of the seven finalists won monetary and in-kind prizes. Here's a list of those.

  • Mercury Fund's Elevator Pitch Prizes also included:
    • Best Life Science $500 Prize to Blue Comet Medical Solutions from Northwestern University
    • Best Consumer $500 Prize to EasyFlo from the University of New Mexico
    • Best Overall $1,000 prize to Anthro Energy from Stanford University
  • The Palo Alto Software Outstanding LivePlan Pitch $3,000 Prize went to LiRA Inc. from the University of North Carolina at Chapel Hill
  • The OFW Law FDA Regulatory Strategy Prize, a $20,000 in-kind award went to Paldara Inc. from Oklahoma State University.
  • The Silver Fox Mentoring Prize, which included $20,000 in kind prizes to three winners selected Ai-Ris from Texas A&M University, BruxAway from the University of Texas, and Karkinex from Rice University as recipients.
  • The first, second, and third place winners also each received the legal service prize from Baker Botts for a total of $20,000 in-kind award.
  • The Courageous Women Entrepreneurship Prize from nCourage — a $50,000 investment prize — went to Shelly Xu Design from Harvard University.
  • The SWPDC Pediatric Device Prize — usually a $50,000 investment divided its prize to two winners to receive $25,000 each
    • Blue Comet Medical Solutions from Northwestern University
    • Neurava from Purdue University
  • TMC Innovation Healthcare Prize awarded a $100,000 investment prize and admission into its accelerator to ArchGuard from Duke University
  • The Artemis Fund awarded its $100,000 investment prize to Kit Switch from Stanford University
The awards program concluded with a plan to host the 22nd annual awards in 2022 in person.

If you missed the virtual programming, each event was hosted live on YouTube and the videos are now available on the Rice Alliance's page.

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Houston researchers develop material to boost AI speed and cut energy use

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A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

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Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

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For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”