Atul Varadhachary of Fannin joins the Houston Innovators Podcast. Photo via LinkedIn

Commercializing a life science innovation that has the potential to enhance or even save the lives of millions of patients is a marathon, not a sprint. That's how Atul Varadhachary thinks of it, and he's leading an organization that's actively running that race for several different early-stage innovations.

For over a decade, Fannin has worked diligently to develop promising life science innovations — that start as just an idea or research subject — by garnering grant funding and using its team of expert product developers to build out the technology or treatment. The model is different from what you'd see at an accelerator or incubator, and it also varies from the path taken by an academic or research institution.

The life science innovation timeline is very different from a software startup's, which can get to an early prototype in less than a year.

"In biotech, to get to that minimally viable product, it can take a decade and tens of millions of dollars," Varadhachary, managing director at Fannin, says on the Houston Innovators Podcast.



Fannin addresses what Varadhachary calls a twin bottleneck in Houston's life science innovation ecosystem. Not only does Houston not attract the funding biotech startups need desperately to grow their companies, but hiring is a major issue as the city isn't home to an established labor pool of experienced product developers within the industry.

"The challenge is that product development is more complex — it requires innovation, but that's not sufficient. When you ask people why we lag in the product development in the life sciences — although we are home to the largest medical center in the country, we don't even make list of top 10 biotech clusters — the usual answer is that we don't have enough biotech investors," Varadhachary says.

"But that puts the cart before the horse," he continues. "Investors invest in people not just ideas. Although we have an amazing pool of researchers and clinicians, we lack experienced product developers."

In more ways than one, Fannin is addressing this problem. For all of its several ongoing programs, Fannin acts as the leadership team for the technologies. Its core employees — there are about 20 currently — work on all of the companies, which are developing a range life science innovations, from Brevitest, a point-of-use immunoassay platform, to Procyrion, an intra-aortic pump for congestive heart failure patients.

Fannin's programs also range in stage, which Varadhachary outlines on the show to be three different phases. The earliest stage programs will have Fannin's team working directly on early testing, product development, and grant writing, while the later stage programs will have built out a dedicated team and raise venture investment.

Another way Fannin is addressing Houston's lack of life science product developers is through its Fannin Talent Development Program, which has given around 350 individuals an opportunity to gain critical product development experience.

With 10 years under its belt, Fannin — as well as the greater Houston life science innovation ecosystem — is at a point where it can soon produce exits needed to firm up Houston as a life science leader.

"Clearly, we've got the base elements required to be a successful ecosystem, and they continue to grow," Varadhachary says of Houston. "Typically you need one or two really big success stories — especially if those success stories result in a company being sold, leaving behind experienced product developers with money in their pockets — that's often what will supercharge the next cycle of development. I'm hoping that will happen in Houston in the next five years, decade, or so."

Money moves, big deals, and more lead this roundup of innovation news. Pexels

Houston biomedical startup granted $1.5M, Chevron taps into Plug and Play, and more innovation news

Short stories

Hitting headlines this month are innovation news stories from battling the opioid crisis and funding to TMCx companies and Houston as a whole earning recognition.

In this innovation news roundup, two Houston startups pocket some cash, Chevron links up with Plug and Play, and more.

BreviTest receives grant to combat opioid crisis

BreviTest Technologies

Houston-based BreviTest can rapidly and accurately test for opioid use. Photo via brevitest.com

National Institute on Drug Abuse of the National Institutes of Health — through a Small Business Innovation Research Phase II grant — has granted $1.5 million to Houston-based BreviTest Technologies to take its opioid testing technology to the next level. With 47,600 opioid overdose deaths reported in 2017 in the United States, the startup's analyzer has a lot of potential to aid in the crisis.

"Because of the delay in receiving laboratory results, many physicians use urine drug testing sparingly. The BreviTest analyzer will allow any doctor to measure opioid urine levels in-office, which will help them identify individuals who are misusing the drugs," says BreviTest's Michael J. Heffernan, Ph.D., principal investigator on the project, in a news release.

BreviTest is a Fannin Innovation Studio company. The early-stage biomedical commercialization firm that's based in Houston is proud to see the startup's success and the difference the technology is making.

"Our BreviTest team is excited to receive this support from NIDA to advance our point-of-care diagnostics technology into the clinic," said Fannin executive chairman, Leo Linbeck III, in the release. "Putting a convenient, accurate opioid test in the hands of physicians will be an important step in combating the opioid overdose epidemic facing our country."

Houston's Plug and Play operation names Chevron as founding partner

Chevron has linked up with Plug and Play in Houston. Courtesy of CTV

Plug and Play Tech Center, which just announced the participating companies in its inaugural energy and sustainability cohort in Houston, has named Chevron as a founding partner.

"We are incredibly excited to announce Chevron as a Founding Partner of Plug and Play in Houston," says Wade Bitaraf, founder of Plug and Play's Energy & Sustainability program, in a news release. "Their commitment to invest in digital transformation and reduce the environmental impact of the industry is directly aligned with our Energy & Sustainability program in Houston, Silicon Valley, and around the world."

Barbara Burger, president of Chevron Technology Ventures, the company's venture and innovation arm, is responsible for identifying pathways to innovation for the company.

"Chevron is a proud supporter of the Houston innovation community, and our support of Plug and Play's Energy & Sustainability platform demonstrates our commitment to growing the Houston innovation ecosystem," Burger says in the release. "Innovation will play a critical role in the future of energy, and our partnership with Plug and Play reinforces our commitment to invest in breakthrough technologies to enable the ongoing energy transition."

Houston recognized as a top 10 city for female founder success

According to Inc. 5000, Houston's great for female founders. Getty Images

Texas cities are great for fostering female founder success, according to a new ranking from Inc. 5000. Houston ranked at No. 10 of the top 10 list that factored in the women-led businesses among the magazine's 5,000 fastest-growing private U.S. companies.

"The Houston metropolitan area is home to 15 women-owned Inc. 5000 companies, including online marketing startup Decode Digital Marketing (No. 973) and health care staffing firm Restore Rehab Services (No. 2,645)," reads the ranking. "Together the 15 firms grew their collective revenue 142 percent between 2015 and 2018."

Dallas and Austin both appeared on the ranking, at No. 4 and No. 6, respectively.

Alice closes series A of funding

Alice founders, Elizabeth Gore (left) and Carolyn Rodz, closed their series A of funding. Getty Images

Though the company did not disclose an amount raised, Alice, an artificial intelligence-powered platform for business advice, closed a series A funding round led by SVB Financial Group, the parent company to Silicon Valley Bank.

Per a news release, the company will use the funding to "build its predictive technology, using data analytics to guide each entrepreneur through every stage of their business."

Alice, which has operations in Houston and San Francisco, reached a deal with Austin-based Bumble for funding earlier this year.

TMCx companies win big

TMCx

Three TMCx alumni companies earned some recognition at the UCSF Digital Health Awards last month. Courtesy of TMCx

Three health tech companies coming out of the Texas Medical Center's accelerator program have won big at the UCSF Digital Health Awards last month.

  • Sana Health, member of TMCx07 in 2018, won in the best behavioral health digital therapeutic category for its light-based neuromodulation pain treatment technology.
  • Meru Health, member of TMCx08 in 2019, won in the best mental health digital health therapeutic category for its mental health platform.
  • Luma Health, member of TMCx08 in 2019, won in the best EHR-integrated platform for patient engagement category for its patient communication technology.

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5 must-know fall application deadlines for Houston innovators

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Editor's note: As fall reaches full swing, Houston's innovation scene is calling on the latest batch of founders and startups looking to make a difference. A number of accelerators have opened applications. Read below to see which might be a good fit for you or your venture. And take careful note of the deadlines. Please note: this article may be updated to include additional information and programs.

Did we miss an accelerator or competition accepting applications? Email innoeditor@innovationmap.com for editorial consideration.

Texas Life Science Forum

Deadline: Oct. 2

Details: Ventures can apply to present at the 15th annual Texas Life Science Forum, hosted by BioHouston and Rice Alliance. Participants will meet during office hours with venture capitalists, tech scouts, corporate venture groups and angel investors, and present their pitches in a public forum. Pitches take place on Nov. 10 and office hours are held Nov. 11. Find more information here.

Greentown Lab's Go Make 2027: Advanced Carbon Materials with ExxonMobil

Deadline: Oct. 9

Details: Greentown Labs is seeking applications from startups developing novel carbon-based technologies for its latest Go Make cohort in conjunction with ExxonMobil. The structured accelerator is designed to facilitate validation activities and explore potential long-term collaborations with Exxon, according to Greentown. Founders will have the opportunity to engage directly with industry leaders to test, validate and scale their carbon technologies in real commercial contexts. The program tentatively starts on Jan. 20, 2027 and concludes June 16, 2027. Find more information here.

Activate's U.S. Fellowship Cohort 2027

Deadline: Oct. 30

Details: Activate supports scientists at "the outset of their entrepreneurial journey." It partners with U.S.-based funders and research institutions to support its fellows in developing high-impact technology. Its fellows receive a living stipend, research and development funding, connections from Activate's robust network of mentors and access to a curriculum specific to the program for two years. Applicants must have a bachelor’s degree and 4-plus years of post-baccalaureate scientific research, engineering or technology development experience. Their work must be based in the physical or biological sciences or related engineering disciplines. Find more information here.

Rice Innovation Fellows

Deadline: Oct. 30

Details: The Liu Idea Lab for Innovation and Entrepreneurship (Lilie)'s Rice Innovation Fellows program supports Rice Ph.D. students and postdocs in turning their research into real-world ventures. Participants receive $10,000 in translational research funding, co-working space and personalized mentorship. Candidates from all Rice engineering and science-related disciplines are encouraged to apply. Find more information here.

The TMC's Accelerator for Cancer Therapeutics

Deadline: Oct. 30

Details: Texas-based ventures and researchers developing a cancer therapeutics project can apply to this accelerator funded by the Cancer Prevention and Research Institute of Texas. The nine-month program runs February-September 2027 and focuses on market research, FDA regulations, intellectual property, licensing, finance, fundraising, legal and other critical areas for cancer-related ventures. Participants will complete the program with at least one grant submission and have the option to pitch to investors, corporate partners, media and other influential guests. Find more information here.

Houston college joins inaugural workforce accelerator supported by Google

hands-on training

Houston City College (HCC) is one of 15 community colleges from around the country to be selected for the first-ever Workforce Futures Accelerator.

The three-year effort is supported by Google.org, the tech company’s philanthropic arm, and led by the Association of Community College Trustees (ACCT), a non-profit educational organization that represents over 500 community, junior, and technical colleges. The accelerator focuses on helping colleges embed virtual, employer-sponsored training opportunities into short-term workforce training programs, giving participants access to opportunities that they might otherwise receive through internships or other "work-based learning" stints.

"The Workforce Futures Accelerator reflects the Houston City College mission of offering a high-quality, affordable education for workforce training and career development," Pretta VanDible Stallworth, HCC trustee and chair-elect of the ACCT board of directors, said in a news release. "Advancing student success and creating pathways to opportunities ensures that our students are well equipped to succeed and build a secure future in today's economy.”

Through the accelerator, HCC is tasked with fusing online project-based learning opportunities with its workforce education programs. The idea is to give students hands-on experiences working on projects sponsored by employers, allowing them to gain real-world knowledge in the process.

HCC will select two workforce programs that meet the accelerator’s criteria and insert into them into coursework. In the second and third year of the accelerator, the selected colleges are expected to scale the programs by adding instructors and programs to develop a network of to support their continued implementation.

“Participation by HCC will strengthen how we provide students with career-connected learning experiences that complement their classroom education and align with the needs of employers,” HCC Chancellor Margaret Ford Fisher added in the news release. “We are focused on ‘future forward’ strategies to meet the present and future needs of our region’s businesses.”

Two other Texas colleges were chosen to participate in the accelerator: Lamar Institute of Technology in Beaumont and Grayson College in Denison.

The remaining cohort includes:

  • Bergen Community College in Paramus, New Jersey
  • Central Louisiana Community College in Alexandria, Louisiana
  • Clark State College in Springfield, Ohio
  • Great Basin College in Elko, Nevada
  • Heartland Community College in Normal, Illinois
  • Hudson County Community College in Jersey City, New Jersey
  • Manchester Community College in Manchester, New Hampshire
  • Mesa Community College in Mesa, Arizona
  • Mohave College in Kingman, Arizona
  • San Joaquin Delta Community College in Stockton, California
  • San Juan College in Farmington, New Mexico
  • West Virginia University Parkersburg in Parkersburg, West Virginia

New report ranks Texas among top 10 states where AI could disrupt jobs

AI Workforce

A new nationwide report examining where AI could "reshape" the most jobs has ranked Texas No. 9 among the most at-risk states for AI job disruption.

The new SmartAsset report compared all 50 states and the District of Columbia to calculate the estimated percent of the workforce employed in the 26 occupations with the highest AI exposure, as determined by June 2026 research by the Virginia Economic Information and Analytics Division.

The findings revealed that 500,000 Texas workers, or 3.55 percent of the total workforce, are employed in occupations with "high exposure to potential AI disruption."

This also places the Lone Star State as the 9th most at-risk state in the U.S. where AI exposure can lead to "declining hiring demand, wage pressure, task automation, and other forms of disruption."

"States with larger concentrations of highly exposed occupations could experience more pronounced labor-market changes, particularly in roles where core tasks are more vulnerable to AI-driven restructuring," the report's author wrote.

Texas' biggest cities, like Houston and Austin, are known for their thriving tech and business industries, and the study noted that many of the occupations within those sectors are the most at risk. The Virginia Economic Information and Analytics Division said the top five most AI-exposed occupations in the U.S. are: mathematicians, proofreaders, correspondence clerks, court reporters, and media and communication workers. Additionally, computer programmers, database administrators, web developers, telephone operators, and communications equipment operators round out the top 10 most at-risk positions.

These are the 16 remaining occupations most exposed to AI disruption, in order:

  • Data Entry Keyers
  • Statistical Assistants
  • Office Support Workers
  • Interpreters and Translators
  • Database Architects
  • Software Quality Assurance Analysts
  • Medical Transcriptionists
  • Software Developers
  • Writers and Authors
  • Payroll Clerks
  • Web Designers
  • Miscellaneous Computer Occupations
  • Insurance Claims Processors
  • Telemarketers
  • Computer Numerically Controlled Tool Programmers
  • Bookkeeping and Accounting Clerks

A separate SmartAsset report from April 2026 found about 20.5 percent of Texas workers use AI to do their jobs in some capacity. That trend will continue to shift further as employers and employees choose to adopt — or reject — AI implementation.

Across the U.S., Washington topped the list as the state with the highest concentration of AI-exposed jobs, with nearly 5.7 percent of the state's workforce employed in the 26 most at-risk positions. SmartAsset said Washington's high prevalence of technology companies is a significant factor that skyrocketed the state to the top of the list.

"Home to major technology companies including Microsoft, Amazon, T-Mobile and Expedia, the state has large numbers of computer programmers and software developers, two occupations with high exposure," the report said.

Meanwhile, Mississippi ranked No. 51 with the lowest concentration of AI-exposed jobs in the nation. About 22,500 workers in Mississippi, or 1.93 percent of its workforce, are at risk for AI disruption.

The top 10 states where AI could reshape the most jobs are:

  • No. 1 – Washington
  • No. 2 – Virginia
  • No. 3 – District of Columbia
  • No. 4 – California
  • No. 5 – Utah
  • No. 6 – Maryland
  • No. 7 – Colorado
  • No. 8 – New Hampshire
  • No. 9 – Texas
  • No. 10 – North Carolina
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This article originally appeared on CultureMap.com.