The University of Michigan's Intero Biosystems was the star of the show at the 2025 Rice Business Plan Competition, bringing home both the top-place finish and the largest total investment. Photo courtesy Rice University.

Celebrating its 25th year, the Rice Alliance for Technology and Entrepreneurship hosted the celebrated Rice Business Plan Competition this month, doling out more than $2 million in investment and cash prizes to the top-performing teams.

“For 25 years, the Rice Business Plan Competition has helped shape how Rice Business shows up in the world by creating a platform where student-entrepreneurs can tackle some of the most complex challenges of our time in energy, in health care, in technology and beyond,” Peter Rodriguez, dean of Rice Business, the presenting sponsor of the event, said in a news release. “If we’re serious about changing the world — and I believe we are — then it’s our responsibility to open doors for students everywhere to imagine bold solutions and build what comes next.”

Over the course of the three-day event, the 42 startups competing this year from colleges or universities around the world presented their plans before more than 300 angel, venture capital, and corporate investors. The teams were selected from the event’s largest applicant pool to date and represented 34 universities across four countries, according to Rice. Winners were announced at the company showcase and awards ceremony April 12 in downtown Houston.

Seven finalists were selected, though each team left the competition with some form of funding, according to Rice. The University of Michigan's Intero Biosystems was the star of the show, bringing home both the top-place finish and the largest total investment. Rice's own Pattern Materials also had a strong showing, placing fourth in the pitch competition and also earning the fourth-highest investment total.

Here are the teams that won big in 2025. See a full list of winners and prizes here.

Intero Biosystems, University of Michigan - $902,000

The team finished in first place for its GastroScreen, the first stem cell-driven human “mini gut” that is ideal for organ function testing before testing on humans, and also claimed the largest total investments among the competition.

  • $150,000 Goose Capital Investment Grand Prize
  • $250,000 Goose Capital Investment Prize
  • $200,000 The OWL Investment Prize
  • $100,000 Houston Angel Network Investment Prize
  • $100,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
  • $100,000 Investment Prize from Nancy Chang
  • $1,000 Mercury Elevator Pitch Competition - Overall Winner
  • $1,000 Anbarci Family Company Showcase Prize
  • TMC Innovation Healthcare Accelerator Bootcamp Invitation Prize

MabLab, Harvard University – $301,500

The team placed second for its rapid test capable of detecting multiple adulterants in laced drugs and spiked drinks.

  • $100,000 Investment Prize, sponsored by David Anderson, Anderson Family Fund, Jon Finger and Finger Interests
  • $100,000 The Indus Entrepreneurs (TiE) Texas Angels Investment Prize
  • $25,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize
  • $50,000 Valhalla Investment Network Investment Prize
  • $25,000 The Eagles Investor Investment Prize
  • $500 Mercury Elevator Pitch Competition - Life Science*
  • $1,000 Anbarci Family Company Showcase Prize

re.solution, RWTH Aachen University — $76,500

The team placed third for its water-based technology that recycles polyesters without generating salt waste, making textile recycling viable.

  • $50,000 Investment Prize, sponsored by David Anderson, Anderson Family Fund, Jon Finger and Finger Interests
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $500 Mercury Elevator Pitch Competition - Energy/Cleantech
  • $1,000 Anbarci Family Company Showcase Prize

Pattern Materials, Rice University – $134,500

The Houston-based team placed fourth for its laser-induced graphene technology that can be rapidly performed, enabling low-cost, scalable production of the material.

  • $5,000 prize, sponsored by Norton Rose Fulbright
  • $50,000 Valhalla Investment Network Investment Prize
  • $25,000 Pearland EDC Spirit of Entrepreneurship Cash Prize
  • $25,000 New Climate Ventures Sustainable Investment Prize
  • $25,000 Amentum and WRX Companies Rising Stars Space Technology and Commercial Aerospace Cash Prize
  • $500 Mercury Elevator Pitch Competition - Hard Tech
  • $1,000 Anbarci Family Company Showcase Prize
  • $3,000 Venture Builder Innovation Prizes

Xatoms, Western University and University of Toronto — $30,000

The team placed fifth for its AI- and quantum-driven platform for discovering solar-activated semiconductor materials.

  • $5,000 prize, sponsored by EY
  • $25,000 nCourage Investment Network’s Courageous Women Entrepreneur Investment Prize

Mito Robotics, Carnegie Mellon University— $5,000

The team placed sixth for its automated manual cell culture with AI-powered robotic scientists for life science research

  • $5,000 prize, sponsored by Chevron Technology Ventures

FarmSmart.ai, LSU – $106,000

The team placed seventh for its AI—driven assistant that synthesizes vast agricultural research into actionable, tailored intelligence, but earned the fifth-most investments among the group.

  • $5,000 prize, sponsored by Shell Ventures
  • $100,000 The OWL Investment Prize
  • $1,000 Anbarci Family Company Showcase Prize
  • Edward H. Molter Memorial Prizes for Wildcard Round - 1st place - Advance to Finals


Other significant awards

GreenLIB Materials, University of Ottawa – $152,000

  • $150,000 Goose Capital Investment Prize
  • $2,000 Venture Builder Innovation Prizes

Microvitality, Tufts University – $26,500

  • $25,000 Southwest National Pediatric Device Consortium Pediatric Device Cash Prize
  • $1,500 Edward H. Molter Memorial Prizes for Wildcard Round - 3rd place overall in WC

Nanoborne, University of Texas at Austin - $25,000

  • $25,000 NOV Golden Ticket to Supernova Accelerator and Cash Prize

Last year, the Rice Business Plan Competition facilitated over $1.5 million in investment and cash prizes. MesaQuantum from Harvard University landed the highest total investment last year, although it was not named a finalist. Protein Pints from Michigan State University won the pitch competition.

According to Rice, 910 startups have raised more than $6.9 billion in capital through the competition over the last 25 years.

The winners of the hackathon included a contact tracing tool for schools, a soap dispenser to promote handwashing, a virus-killing filter, and more. Photo via Rice University Public Relations

College students design COVID-19 innovations at Rice University competition

coronavirus creations

As fall creeps closer, the need for a safe way to reopen schools becomes more and more dire. A team of Rice University students created a software that might help on that front.

SchoolTrace, a software that uses the schedules of students and faculty for COVID-19 contact tracing in schools, won top honors in the 2020 Rice Design-A-Thon, which took place July 17 to 19 online this year due to the pandemic. The hackathon was planned to be held in person during the fall semester, but organizers moved up the date to focus on coronavirus solutions. Twenty-three teams — comprised of 116 undergraduate competitors — participated.

"We wanted to provide students with a meaningful summer opportunity and the potential for a significant public health impact," says Carrigan Hudgins, a Sid Richardson College senior and co-coordinator, in a news release. "At one point, we considered cancelling, but hosting it virtually instead actually allowed us to reach a broader base of students across Texas and out of state."

SchoolTrace and its contact tracing tech that doesn't raise privacy concerns with tracking sensors or mobile phone apps took the $1,000 first price. Justin Cheung, Nick Glaze, Mit Mehta, Tyler Montague and Huzaifah Shamim — all juniors majoring in electrical and computer engineering — also received $500 for excelling in the digital age of health care track.

The teams that came in second and third place received $800 and $600, respectively, and the winners of each of the three design tracks also scored $500. The prizes were sponsored by Rice's George R. Brown School of Engineering, Rice's student chapter of the Biomedical Engineering Society and the Southwest National Pediatric Device Innovation Consortium.

Aside from the cash prizes, the students also received valuable guidances and feedback from industry experts.

"Having the judges and our team vouch for the actual solution, when we can propose it to different competitions and incubators around Texas and the country, is more important than the cash prizes," says co-coordinator Franklin Briones, a Brown College senior who competed in previous design-a-thons at Rice. Briones and Hudgins co-coordinated this year's event with Wiess College senior Eric Torres.

Here were the other award-winning innovations to come out of the program:

  • Second place and pediatric track winner — "Team SARS Wars: A New Hope." The team created a soap dispenser attachment that plays music and rewards children with stickers if they wash their hands for 20 seconds. Team members included: Anyssa Castorina, Aman Eujayl, Diego Lopez-Bernal, Janet Lu, Rubén Sebastián Marroquín, and Belén Szentes, all sophomores from Rice.
  • Third place — "The (d^3x/dt^3)(s)." COV-COM is a wall-mounted filtration system that catches and kills COVID-19 created by a team of juniors and seniors from the University of Texas at San Antonio. Team members included: Olivia Garza, Juan Herrera, Frida Montoya, Aishwarya Sathish, Samantha Strahan, and Morgan Struthers.
  • Global health track winner — "The Duncaroo Designers." The team from Rice created affordable desk partitions that could be used in schools with limited funds. Team members included: senior Rachel Bui and sophomores Jacob Duplantis, Charlie Gorton, Andrei Mitrofan, Anh Nguyen, and Vivian Wong.

Each of the teams were tasked Friday (July 17) evening with the prompt to "design and present a solution (either a product or a method) to address the treatment, prevention or non-medical related needs of the COVID-19 pandemic." Final presentations took place final presentations Sunday afternoon.

"The needs-finding for those problems was the most cumbersome part," Briones says in the release. "Not because it's hard to find problems, but because COVID-19 is so continually changing. It was hard to find which problem was the most important one."

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Autonomous truck company with Houston routes goes public

on a roll

Kodiak Robotics, a provider of AI-powered autonomous vehicle technology, has gone public through a SPAC merger and has rebranded as Kodiak AI. The company operates trucking routes to and from Houston, which has served as a launchpad for the business.

Privately held Kodiak, founded in 2018, merged with a special purpose acquisition company — publicly held Ares Acquisition Corp. II — to form Kodiak AI, whose stock now trades on the Nasdaq market.

In September, Mountain View, California-based Kodiak and New York City-based Ares disclosed a $145 million PIPE (private investment in public equity) investment from institutional investors to support the business combo. Since announcing the SPAC deal, more than $220 million has been raised for the new Kodiak.

“We believe these additional investments underscore our investors’ confidence in the value proposition of Kodiak’s safe and commercially deployed autonomous technology,” Don Burnette, founder and CEO of Kodiak, said in a news release.

“We look forward to leading the advancement of the commercial trucking and public sector industries,” he added, “and delivering on the exciting value creation opportunities ahead to the benefit of customers and shareholders.”

Last December, Kodiak debuted a facility near George Bush Intercontinental/Houston Airport for loading and loading driverless trucks. Transportation and logistics company Ryder operates the “truckport” for Ryder.

The facility serves freight routes to and from Houston, Dallas and Oklahoma City. Kodiak’s trucks currently operate with or without drivers. Kodiak’s inaugural route launched in 2024 between Houston and Dallas.

One of the companies using Kodiak’s technology is Austin-based Atlas Energy Solutions, which owns and operates four driverless trucks equipped with Kodiak’s driver-as-a-service technology. The trucks pick up fracking sand from Atlas’ Dune Express, a 42-mile conveyor system that carries sand from Atlas’ mine to sites near customers’ oil wells in the Permian Basin.

Altogether, Atlas has ordered 100 trucks that will run on Kodiak’s autonomous technology in an effort to automate Atlas’ supply chain.

Rice University scientists invent new algorithm to fight Alzheimer's

A Seismic Breakthrough

A new breakthrough from researchers at Rice University could unlock the genetic components that determine several human diseases such as Parkinson's and Alzheimer's.

Alzheimer's disease affected 57 million people worldwide in 2021, and cases in the United States are expected to double in the next couple of decades. Despite its prevalence and widespread attention of the condition, the full mechanisms are still poorly understood. One hurdle has been identifying which brain cells are linked to the disease.

For years, it was thought that the cells most linked with Alzheimer's pathology via DNA evidence were microglia, infection-fighting cells in the brain. However, this did not match with actual studies of Alzheimer's patients' brains. It's the memory-making cells in the human brain that are implicated in the pathology.

To prove this link, researchers at Rice, alongside Boston University, developed a computational algorithm called “Single-cell Expression Integration System for Mapping Genetically Implicated Cell Types," or SEISMIC. It allows researchers to zero in on specific neurons linked to Alzheimer's, the first of its kind. Qiliang Lai, a Rice doctoral student and the lead author of a paper on the discovery published in Nature Communications, believes that this is an important step in the fight against Alzheimer's.

“As we age, some brain cells naturally slow down, but in dementia — a memory-loss disease — specific brain cells actually die and can’t be replaced,” said Lai. “The fact that it is memory-making brain cells dying and not infection-fighting brain cells raises this confusing puzzle where DNA evidence and brain evidence don’t match up.”

Studying Alzheimer's has been hampered by the limitations of computational analysis. Genome-wide association studies (GWAS) and single-cell RNA sequencing (scRNA-seq) map small differences in the DNA of Alzheimer's patients. The genetic signal in these studies would often over-emphasize the presence of infection fighting cells, essentially making the activity of those cells too "loud" statistically to identify other factors. Combined with greater specificity in brain regional activity, SEISMIC reduces the data chatter to grant a clearer picture of the genetic component of Alzheimer's.

“We built our SEISMIC algorithm to analyze genetic information and match it precisely to specific types of brain cells,” Lai said. “This enables us to create a more detailed picture of which cell types are affected by which genetic programs.”

Though the algorithm is not in and of itself likely to lead to a cure or treatment for Alzheimer's any time soon, the researchers say that SEISMIC is already performing significantly better than existing tools at identifying important disease-relevant cellular signals more clearly.

“We think this work could help reconcile some contradicting patterns in the data pertaining to Alzheimer’s research,” said Vicky Yao, assistant professor of computer science and a member of the Ken Kennedy Institute at Rice. “Beyond that, the method will likely be broadly valuable to help us better understand which cell types are relevant in different complex diseases.”

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This article originally appeared on CultureMap.com.

5 incubators and accelerators fueling the growth of Houston startups

meet the finalists

Houston is home to numerous accelerators and incubators that support founders in pushing their innovative startups and technologies forward.

As part of our 2025 Houston Innovation Awards, the new Incubator/Accelerator of the Year category honors a local incubator or accelerator that is championing and fueling the growth of Houston startups.

Five incubators and accelerators have been named finalists for the 2025 award. They support startups ranging from hard-tech companies to digital health startups.

Read more about these organizations below. Then join us at the Houston Innovation Awards on Nov. 13 at Greentown Labs, when the winner will be unveiled.

Get your tickets now on sale for this exclusive event celebrating Houston Innovation.

Activate

Hard tech incubator Activate supports scientists in "the outset of their entrepreneurial journey." The Houston hub was introduced last year, and joins others in Boston, New York, and Berkley, California—where Activate is headquartered. It named its second Houston cohort this summer.

This year, the incubator grew to include its largest number of concurrent supported fellows, with 88 companies currently being supported nationally. In total, Activate has supported 296 fellows who have created 236 companies. Those companies have raised over $4 billion in follow-on funding, according to Activate. In Houston, it has supported several Innovation Awards finalists, including Solidec, Bairitone Health and Deep Anchor Solutions. It is led locally by Houston Managing Director Jeremy Pitts.

EnergyTech Nexus

Cleantech startup hub EnergyTech Nexus' mission is to accelerate the energy transition by connecting founders, investors and industrial stakeholders and helping to develop transformative companies, known as "thunderlizards."

The hub was founded in 2023 by CEO Jason Ethier, Juliana Garaizar and Nada Ahmed. It has supported startups including Capwell Services, Resollant, Syzygy Plasmonics, Hertha Metals, EarthEn Energy and Solidec—many of which are current or past Innovation Awards finalists. This year Energy Tech Nexus launched its COPILOT Accelerator, powered by Wells Fargo Innovation Incubator (IN²) at the National Renewable Energy Laboratory (NREL). COPILOT partners with Browning the Green Space, a nonprofit that promotes diversity, equity and inclusion (DEI) in the clean energy and climatech sectors. Energy Tech Nexus also launched its Liftoff fundraising program, its Investor Program, and a "strategic ecosystem partnership" with Greentown Labs.

Greentown Labs

Climatetech incubator Greentown Labs offers its community resources and a network to climate and energy innovation startups looking to grow. The collaborative community offers members state-of-the-art prototyping labs, business resources and access to investors and corporate partners. The co-located incubator was first launched in Boston in 2011 before opening in Houston in 2021.

Greentown has seen major changes and activity this year. In February, Greentown announced Georgina Campbell Flatter as its new CEO, along with a new Board of Directors. In July, it announced Lawson Gow as its Head of Houston, a "dedicated role to champion the success of Greentown Houston’s startups and lead Greentown’s next chapter of impact in the region," according to Greentown. It has since announced numerous new partnerships, including those with Energy Tech Nexus, Los Angeles-based software development firm Nominal, to launch the new Industrial Center of Excellence; and Houston-based Shoreless, to launch an AI lab onsite. Greentown Houston has supported 175 startups since its launch in 2021, with 45 joining in the last two years. Those startups include the likes of Hertha Metals, RepAir Carbon, Solidec, Eclipse Energy (formerly GoldH2) and many others.

Healthtech Accelerator (TMCi)

The Healthtech Accelerator, formerly TMCx, focuses on clinical partnerships to improve healthcare delivery and outcomes. Emerging digital health and medical device startups that join the accelerator are connected with a network of TMC hospitals and seasoned advisors that will prepare them for clinical validation, funding and deployment.

The Healthtech Accelerator is part of Texas Medical Center Innovation, which also offers the TMCi Accelerator for Cancer Therapeutics. The Healthtech Accelerator named its 19th, and latest, cohort of 11 companies last month.

Impact Hub Houston

Impact Hub Houston supports early-stage ventures at various stages of development through innovative programs that address pressing societal issues. The nonprofit organization supports social impact startups through mentorship, connections and training opportunities.

There are more than 110 Impact Hubs globally with 24,000-plus members spanning 69 countries, making it one of the world’s largest communities for accelerating entrepreneurial solutions toward the United Nations' Sustainable Development Goals (SDGs).

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The Houston Innovation Awards program is sponsored by Houston City College Northwest, Houston Powder Coaters, FLIGHT by Yuengling, and more to be announced soon. For sponsorship opportunities, please contact sales@innovationmap.com.