3 Houston innovators to know this week

This week's roundup of Houston innovators includes Albert Huang of Allotrope Medical, Janice Tran of Kanin Energy, and Thomas Vassiliades of BiVACOR. Photos courtesy

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

Albert Huang, founder of Allotrope Medical

Allotrope Medical was founded in 2016 by Dr. Albert Huang. Image via LinkedIn

Illinois-based Northgate Technologies Inc. announced the acquisition of Houston-founded Allotrope Medical earlier this month. Founded in 2016 by Dr. Albert Huang, the startup has designed an electrosurgical ureter identification system for optimizing surgery for both robotic and non-robotic laparoscopic surgical procedures. Huang, according to his LinkedIn, is now chief medical officer for NTI.

"To have taken this from idea to exit has been a true honor," Huang writes in a post on LinkedIn. "To all those that have generously given me their time, their input, their investment, and even more importantly, those that believed in me and this technology, thank you." Read more.

Janice Tran, CEO of Kanin Energy

Kanin Energy set up shop in Greentown Labs last year to grow its impact on the energy transition. Photo via LinkedIn

Last year, Janice Tran, CEO of Kanin Energy, a waste-heat-to-power concept that uses a technology called organic rankine cycle, moved from Calgary, Canada, to Houston to continue growing as a company.

“We’re hiring and building our team office out of Greentown. It’s been really great for us,” she says, adding that becoming part of the Houston energy ecosystem has been invaluable for Kanin.

The investments being made in climate tech and in energy transition make Space City the right place for the company. Read more.

Thomas Vassiliades, CEO of BiVACOR

Thomas Vassiliades, CEO of BiVACOR, joins the Houston Innovators Podcast. Photo courtesy of BiVACOR

Though most of the BiVACOR team works on the West Coast and even Australia, the medical device company has its headquarters in Houston because it's the "center of the universe when it comes to blood pumps," says Dr. Thomas Vassiliades, CEO of BiVACOR.

The company has designed a unique device that can both fully replace the human heart and last the rest of the patient's life, something neither artificial on transplanted hearts can do.

"The device is suspended by magnets — it's not touching anything," he says on this week's episode of the Houston Innovators Podcast. "So, theoretically, the device has no wear and can last as long as the patient can possibly live. That's new to the field." Read more.

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A TMC-founded medical device startup has made a grand exit. Image via TMC.edu

Houston health tech startup acquired by medical device company

exit strategy

A Houston health tech business that has created a medical device to enhance and improve surgery has been acquired.

Illinois-based Northgate Technologies Inc. announced the acquisition of Allotrope Medical earlier this month. The Houston startup has designed an electrosurgical ureter identification system for optimizing surgery for both robotic and non-robotic laparoscopic surgical procedures. The StimSite technology is a hand-held device used by general and OBGYN surgeons and has received a Safer Technologies Program designation from the FDA.

“By bringing the StimSite product platform into NTI’s existing portfolio of innovative insufflation and smoke removal products, we have taken a significant step in fulfilling our vision to optimize the surgical environment for minimally invasive surgery,” says Dave McDonough, vice president and general manager at NTI.

NTI, an affiliate of the Trudell Medical Limited group of companies, develops and manufactures innovative tools for surgery that improve patient outcomes. The company has distribution in over 100 countries.

Allotrope Medical was founded in 2016 by Dr. Albert Huang and has raised over $5 million in venture capital investment, with contribution from Y Combinator, Texas Halo Fund, and more. Huang, according to his LinkedIn, is now chief medical officer for NTI.

"To have taken this from idea to exit has been a true honor," Huang writes in a post on LinkedIn. "To all those that have generously given me their time, their input, their investment, and even more importantly, those that believed in me and this technology, thank you."

Huang was a general surgery resident and innovation fellow at Houston Methodist before serving as innovation strategist at Texas Medical Center Innovation while growing his company and developing his technology. Allotrope Medical was housed out of TMC Innovation and was a member of TMC's third medical device accelerator cohort.

"For now, the focus is the transition and ensuring that the new sales team learns everything about StimSite, and gets the technology into more surgeon hands as we continue to drive it towards becoming part of the standard of care," the post reads.

Allotrope Medical was founded in 2016 by Dr. Albert Huang. Image via LinkedIn

The four finalists in the BIPOC-Founded Business category for the inaugural InnovationMap Awards share their best advice for their fellow founders. Photos courtesy

Overheard: 4 Houston BIPOC startup founders share their advice ahead of InnovationMap Awards

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Want to work for one of the top startups in Houston? These ones are hiring. Photo by Tima Miroshnichenko from Pexels

Here's which of the InnovationMap Awards finalists are hiring

growing biz

After scouring Houston for the best of the Houston innovation ecosystem and evaluating dozens of companies, InnovationMap has announced the finalists in its inaugural awards. But which of these companies are growing their teams?

Turns out, almost all of them have open positions — some planning to double their teams over the next year. In fact, the 28 companies that make up our cohort of finalists are looking for over 250 new employees — some have these positions open now and others are seeking these new team members over the next 12 months.

Let's look at how many new hires these top startups are looking for.

Biggest gains

The InnovationMap Awards finalist with the loftiest hiring goal is Liongard, which is a finalist in the People's Choice: Startup of the Year category. Liongard — a platform that helps IT companies automatically discover, document, and audit their customers' IT systems — is looking to fill 70 positions over the next year. The company, founded in 2015, has just over 100 employees now.

The startup finalist with the second highest hiring goals is Nanotech, a material science company with a mission to fireproof the world and reduce energy consumption. Nanotech is looking to hire over 40 new employees in the next 12 months, which would almost triple its current staff of 15. Founded in 2019 by Mike Francis, the company is a finalist in both the Energy Transition and People's Choice categories.

Another People's Choice finalist, GoCo, and its all-in-one employee management platform, is currently looking to grow its team by adding 20 new employees to its staff of 53. The company was founded in 2015 and has since raised over $12 million in VC funding.

Also looking to grow their team by 20 new hires is Hello Alice — a small business owner's passport through entrepreneurship that helps with networking, raising capital, and accessing growth tools. The company, co-founded by Carolyn Rodz, is up for an award in the BIPOC-Founded, Female-Founded, and People's Choice categories.

GoExpedi, whose founder and CEO Timothy Neal is a finalist in the Top Founder Under 40 category, currently has 17 positions open at the moment and is looking to add those new hires into its team of over 150 employees. The e-commerce, supply chain, and analytics company is streamlining procurement for industrial and energy MRO (maintenance, repair and operations).

While Female-Founded Business finalist RingOn — a wearable GPS tracker that is also a panic button that's designed for school kids and with an impact-driven mission of ending child trafficking — is only currently looking for six new hires, the company is expecting to hiring another 15 new employees next year. Right now, the company's employee count is at three.

Steady growth

A few of the awards finalists are sporting hiring goals in the seven to 12 new staffers range. Space Tech finalist NANCO Aero, which is developing package- and person-carrying air vehicles, is hiring a dozen new employees — a big goal considering the company currently has just four employees.

Enercross LLC, automation software for the energy industry, is a finalist in the Energy Transition category and is looking to add 11 new people to its team of 42. Meanwhile Sports Tech finalist sEATz — a mobile ordering and delivery platform for food, drinks, and merchandise at large events — is looking to about double its team of 10 over the few months.

Health Tech finalist Medical Informatics Corp. is the creator of Sickbay, which features web-based applications that transform data into actionable information to help care teams make better, faster decisions. The company has seven open positions to grow its team of 36.

Seeking selectively

The following InnovationMap Awards finalists are looking to grow their teams with between two and six new hires:

  • Allotrope Medical — creator of StimSite, a device that improves surgical safety and efficiency in millions of operations performed every year.
  • CaseCTRL — using artificial intelligence and automation to streamline surgical scheduling.
  • Cemvita Factory — engineering microbes that eat CO2 and produce valuable chemicals.
  • Cheers Health — creating products that are designed to support your liver and help you feel better after consuming alcohol.
  • Cognitive Space — providing a scalable satellite constellation management solution to the space industry.
  • Data Gumbo — creator of an interconnected industrial smart contract network secured and powered by blockchain.
  • DonateStock — simplifying the process of donating stock and helping nonprofits solicit, process, and manage stock donations.
  • FitLift — a wearable device and mobile platform that tracks motion and gives real-time feedback on lifting technique, allowing trainers, and athletes to drive results.
  • LAMIK Beauty — a tech-enabled clean color cosmetics company focusing on women of all diverse backgrounds
  • Molecule Software — creator of a leading cloud-native energy trading software.
  • re:3D Inc. — producer of large, affordable industrial 3D printers, and services that can print with new or recycled filament, pellets, or flake.
  • Saranas — creator of the Early Bird, the first and only FDA-approved bleed detection system for endovascular procedures.
  • Starling Medical — using AI and telehealth enabled medical devices to enable millions with bladder dysfunctions to be able to urinate safely and conveniently again.
  • Topl — impact monetization engine that enables digital and sustainable transformation across value chains and empowers the monetization of impact verified on the Topl Blockchain.
  • Zibrio Inc. — a fall prevention solution that empowers both clinicians and patients for better outcomes.

Find out which of these employers take home the win at the September 8 event at The Cannon - West Houston. Honorees, sponsors, judges, and their guests will celebrate in person, and the rest of the innovation community is invited to tune in to the livestream. Click here to RSVP.

Sponsorships are still available! If you are interested in partnering with InnovationMap as a sponsor of this event, send an email to awards@innovationmap.com.

And the finalists for the inaugural InnovationMap Awards are... Graphic via Gow Media

InnovationMap names 28 Houston startup finalists for inaugural awards

who will take home the win?

Who are Houston's rising stars across energy transition, sports tech, health, and more? InnovationMap set out on a quest to discover that for its inaugural awards. Ahead of the September 8 event, we're revealing the finalists across all categories.

Eight judges evaluated over 100 applications across eight categories for the 2021 InnovationMap Awards presented by Techwave. This year's judges included: Juliana Garaizar, head of the Houston incubator and vice president of innovation at Greentown Labs; Alex Gras, managing director at The Cannon; Rajasekhar Gummadapu, co-founder and CEO of Techwave; Natalie Harms, editor of InnovationMap; Serafina Lalany, interim president at Houston Exponential; Jon Nordby, managing director at MassChallenge; Emily Reiser, senior manager of innovation community engagement at the Texas Medical Center; and Grace Rodriguez, CEO and executive director of Impact Hub Houston.

The winners will be announced and celebrated — along with this year's previously announced Trailblazer Award recipient, Barbara Burger of Chevron Technology Ventures — at the September 8 event at The Cannon - West Houston. Honorees, sponsors, judges, and their guests will celebrate in person, and the rest of the innovation community is invited to tune in to the livestream. Click here to RSVP.

Sponsorships are still available! If you are interested in partnering with InnovationMap as a sponsor of this event, send an email to awards@innovationmap.com.

Without further adieu, here are this year's finalists:

BIPOC-Founded Business Finalists

The finalists for the BIPOC-Founded Business Award category, honoring innovative tech companies founded or co-founded by BIPOC representation, are:

  • Allotrope Medical — creator of StimSite, a device that improves surgical safety and efficiency in millions of operations performed every year.
  • Hello Alice — a small business owner's passport through entrepreneurship that helps with networking, raising capital, and accessing growth tools.
  • LAMIK Beauty — a tech-enabled clean color cosmetics company focusing on women of all diverse backgrounds
  • Molecule Software — creator of a leading cloud-native energy trading software.

Female-Founded Business Finalists

The finalists for the Female-Founded Business Award category presented by Veritex Community Bank, honoring innovative tech companies founded or co-founded by women, include:

  • DonateStock — simplifying the process of donating stock and helping nonprofits solicit, process, and manage stock donations.
  • Hello Alice — a small business owner's passport through entrepreneurship that helps with networking, raising capital, and accessing growth tools.
  • re:3D Inc. — producer of large, affordable industrial 3D printers, and services that can print with new or recycled filament, pellets, or flake.
  • RingOn — wearable GPS tracker that is also a panic button that's designed for school kids and with an impact-driven mission of ending child trafficking.
  • Topl — impact monetization engine that enables digital and sustainable transformation across value chains and empowers the monetization of impact verified on the Topl Blockchain.
  • Zibrio Inc. — a fall prevention solution that empowers both clinicians and patients for better outcomes.

Health Care Business Finalists

The finalists for the Health Care Business Award category presented by Gray Reed, which honors health care businesses with an innovative solution within life sciences, include:

  • Allotrope Medical — creator of StimSite, a device that improves surgical safety and efficiency in millions of operations performed every year.
  • Medical Informatics Corp. — creator of Sickbay, which features web-based applications that transform data into actionable information to help care teams make better, faster decisions.
  • Saranas — creator of the Early Bird, the first and only FDA-approved bleed detection system for endovascular procedures.
  • Starling Medical — using AI and telehealth enabled medical devices to enable millions with bladder dysfunctions to be able to urinate safely and conveniently again.

Energy Transition Business Finalists

The finalists for the Energy Transition Business category, which honors energy business with innovative solutions within renewables, climatetech, clean energy, and beyond, are:

  • Cemvita Factory — engineering microbes that eat CO2 and produce valuable chemicals.
  • Data Gumbo — creator of an interconnected industrial smart contract network secured and powered by blockchain.
  • Enercross LLC — automation software for the energy industry.
  • Nanotech — a material science company with a mission to fireproof the world and reduce energy consumption.
  • re:3D Inc. — producer of large, affordable industrial 3D printers, and services that can print with new or recycled filament, pellets, or flake.
  • Renewell Energy — converting idle oil and gas wells into flexible energy storage.

Sports Tech Business Finalists

The finalists for the Sports Tech Business category, which is honoring a sports tech business with an innovative solution within sports are:

  • FitLift — a wearable device and mobile platform that tracks motion and gives real-time feedback on lifting technique, allowing trainers, and athletes to drive results.
  • Mainline — an esports tournament management system, tournament organizer, and event production company.
  • sEATz — a mobile ordering and delivery platform for food, drinks, and merchandise at large events.

Space Tech Business Finalists

The finalists for the Space Tech Business category, which is honoring an aerospace business with an innovative solution within space exploration. are:

  • Cemvita Factory — engineering microbes that eat CO2 and produce valuable chemicals.
  • Cognitive Space — providing a scalable satellite constellation management solution to the space industry.
  • NANCO Aero — developing package- and person-carrying air vehicles.

Top Founder Under 40 Finalists

The finalists for the Top Founder Under 40 category, which honors an innovative founder younger than 40 by Sept. 8, 2021, are:

  • Pamela Singh of CaseCTRL — using artificial intelligence and automation to streamline surgical scheduling.
  • Timothy Neal of GoExpedi — an e-commerce, supply chain, and analytics company that is streamlining procurement for industrial and energy MRO (maintenance, repair and operations).
  • Kim Roxie of LAMIK Beauty — a tech-enabled clean color cosmetics company focusing on women of all diverse backgrounds.
  • Emma Fauss of Medical Informatics Corp. — creator of Sickbay, which features web-based applications that transform data into actionable information to help care teams make better, faster decisions.
  • Emily Cisek of The Postage — a legacy planning platform using tech to make afterlife decision making easier.

People’s Choice: Startup of the Year Finalists

The finalists for the People's Choice: Startup of the Year category, which will each present a 60-second live elevator pitch at the event on September 8, are:

    • Cheers Health — creating products that are designed to support your liver and help you feel better after consuming alcohol.
    • GoCo — all-in-one employee management platform.
    • Hello Alice — a small business owner's passport through entrepreneurship that helps with networking, raising capital, and accessing growth tools.
    • Liongard — a platform that helps Information Technology companies automatically discover, document, and audit their customers' IT systems.
    • Nanotech — a material science company with a mission to fireproof the world and reduce energy consumption.
    • re:3D Inc. — producer of large, affordable industrial 3D printers, and services that can print with new or recycled filament, pellets, or flake.
    • Topl — impact monetization engine that enables digital and sustainable transformation across value chains and empowers the monetization of impact verified on the Topl Blockchain.

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    Rice University MBA programs rank among top 5 in prestigious annual report

    top of class

    Rice University’s Jones Graduate School of Business MBA programs have been ranked among the top five in the country again in The Princeton Review’s 2025 Best Business Schools rankings.

    The university's MBA program in finance earned a No. 3 ranking, climbing up two spots from its 2024 ranking. Finance MBA programs at the University of Virginia's Darden Graduate School of Business and New York University's Leonard N. Stern School of Business were the only ones to outrank Rice, claiming No. 2 and No. 1 spots, respectively.

    Rice's online MBA program was ranked No. 5, compared to No. 4 last year. Indiana University's Bloomington Kelley School of Business' online program claimed the top spot.

    “These rankings reflect the commitment of our faculty and staff, the drive and talent of our students and the strong support of our alumni and partners,” Peter Rodriguez, dean of Rice Business, said in a news release. “They are exceptional honors but also reminders — not just of our top-tier programs and world-class faculty and students but of our broader impact on the future of business education.”

    Rice also ranked at No. 6 for “greatest resources for minority students."

    The Princeton Review’s 2025 business school rankings are based on data from surveys of administrators at 244 business schools as well as surveys of 22,800 students enrolled in the schools’ MBA programs during the previous three academic years.

    "The schools that made our lists for 2025 share four characteristics that inform our criteria for designating them as 'best': excellent academics, robust experiential learning components, outstanding career services, and positive feedback about them from enrolled students we surveyed," Rob Franek, The Princeton Review's editor-in-chief, said in a press release. "No b-school is best overall or best for all students, but to all students considering earning an MBA, we highly recommend these b-schools and salute them for their impressive programs."

    Rice's finance program has ranked in the top 10 for eight consecutive years, and its online MBA has ranked in the top five for four years.

    Rice and the University of Houston also claimed top marks on the Princeton Review's entrepreneurship rankings. Rice ranks as No. 1 on the Top 50 Entrepreneurship: Grad list, and the University of Houston ranked No. 1 on Top 50 Entrepreneurship: Ugrad. Read more here.

    Houston named ‘star’ metro for artificial intelligence in new report

    eyes on AI

    A new report declares Houston one of the country’s 28 “star” hubs for artificial intelligence.

    The Houston metro area appears at No. 16 in the Brookings Institution’s ranking of metros that are AI “stars.” The metro areas earned star status based on data from three AI buckets: talent, innovation and adoption. Only two places, the San Francisco Bay Area and Silicon Valley, made Brookings’ “superstar” list.

    According to Brookings, the Houston area had 11,369 job postings in 2024 that sought candidates with AI skills, 210 AI startups (based on Crunchbase data from 2014 to 2024), and 113 venture capital deals for AI startups (based on PitchBook data from 2023 to 2024).

    A number of developments are boosting Houston’s AI profile, such as:

    Brookings also named Texas’s three other major metros as AI stars:

    • No. 11 Austin
    • No. 13 Dallas-Fort Worth
    • No. 40 San Antonio

    Brookings said star metros like Houston “are bridging the gap” between the two superstar regions and the rest of the country. In 2025, the 28 star metros made up 46 percent of the country’s metro-area employment but 54 percent of AI job postings. Across the 28 metros, the number of AI job postings soared 139 percent between 2018 and 2025, according to Brookings.

    Around the country, dozens of metros fell into three other categories on Brookings’ AI list: “emerging centers” (14 metros), “focused movers” (29 metros) and “nascent adopters” (79 metros).

    Forecasting retail sales just got smarter, thanks to Google searches

    houston voices

    Imagine being able to predict the future of retail sales — not with months-old economic reports, but with real-time digital breadcrumbs left behind by consumers. Thanks to new research from K. Ramesh (Rice Business) and Gary Lind (University of Pittsburgh), that future is already here.

    Key findings

    • Search trends predict future retail revenue — up to three quarters ahead.
    • Markets don’t fully price in search-based insights, especially before earnings announcements.
    • Trading strategies using search data outperform traditional asset-pricing models by 2–3%.
    • Analysts often underuse this data, resulting in predictable forecast errors.
    • At the macro level, search trends closely track — and often lead — official retail sales and GDP.

    Their study shows that Google search trends are powerful predictors of consumer demand, capable of forecasting U.S. retail sales up to three quarters in advance. The implications span industries and audiences — from Wall Street traders to Main Street retailers, and from data-driven CFOs to curious business students.

    A smarter, faster crystal ball for retail demand

    Retail sales drive nearly 70% of U.S. gross domestic product (GDP), making them one of the most important indicators of economic health. Yet traditional forecasting relies heavily on backward-looking data and broad economic indicators. Ramesh and Lind’s work offers a leap forward: search data from Google Trends — publicly available and easy to use — can offer a faster, more precise signal of where sales are headed.

    “If you want to understand consumer demand,” says Ramesh, the Herbert S. Autrey Professor of Accounting at Rice Business, “look at what people are searching for — not just what companies report after the fact. These digital footprints can tell us where revenue is going, often before the market catches up.”

    This low-cost approach stands in stark contrast to expensive alternatives, such as satellite images of parking lots, in-store foot traffic from mobile data, or retail scanner feeds — tools often reserved for hedge funds and large institutional investors. Google Trends offers a scalable, accessible option for anyone seeking insight into consumer behavior.

    Why this matters for investors and analysts

    The researchers analyzed search patterns for nearly 200 publicly traded U.S. retail companies between 2004 and 2019. They found that firms with rising search volumes tend to report higher revenues — often well before analysts or investors react.

    In fact, investment strategies built around these trends earned 2–3% higher returns than traditional models would predict. And most of these gains were concentrated around earnings announcements — a sign that markets were slow to recognize what search data had already revealed.

    The advantage is even more striking for companies that fly under Wall Street’s radar. For firms with limited analyst coverage, the predictive power of search data on stock performance was more than 80% stronger.

    A new tool for analysts — if they’ll use it

    Despite the clear signal in the data, the study finds that analysts routinely fail to incorporate search-based insights into their forecasts. That gap translates into missed revenue predictions and market inefficiencies — which sophisticated investors can exploit.

    “The search data are out there,” says Lind, a Rice Business Ph.D. ’19 graduate now on faculty at Pitt Business. “They’re public, powerful, and free. Analysts who ignore them are missing an opportunity.”

    The impact of this research extends well beyond equity markets. By aggregating Google search data across the retail sector, the authors found strong alignment with U.S. Census retail sales figures and GDP trends. In other words, these digital signals reflect not just firm-level interest, but macroeconomic momentum.

    A data wake-up call

    This makes search trends a potentially valuable early-warning system for policymakers, central banks, and anyone responsible for interpreting the economic landscape. During volatile or uncertain periods, such tools could offer precious foresight into shifting consumer behavior.

    In a digital era where consumers research before they shop — whether online or in-store — it’s no surprise that their Google queries leave valuable clues. What’s surprising is how often businesses, investors, and even economists still overlook them, Ramesh says. “Search data is a goldmine. And it's just sitting there, waiting to be used.”

    ---

    This article originally appeared on Rice Business Wisdom.

    Lind and Ramesh, “Using Internet Search Data to Predict Aggregate Retail Sales and Enhance Firm-Level Revenue Expectations,” Contemporary Accounting Research (April 2025): 1-32. https://doi.org/10.1111/1911-3846.13043.

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