Houston female-focused health tech accelerator names top companies at annual event

you go girls

Sarah Lee, CEO and co-founder of Relavo, won first place at the 2024 Ignite Health Fire Pitch Competition. Photo via Ignite/LinkedIn

A Houston organization that accelerates and supports female founders leading innovative health tech startups has concluded its 2024 program with the announcement of this year's top companies.

Ignite Health, an accelerator founded in 2017 by longtime Houston health care professional Ayse McCracken, named its 2024 winners at its annual Fire Pitch Competition in Houston last month. The companies pitched health tech solutions across lung health, renal therapy, breastfeeding tech, and more.

"This year’s competition was a culmination of passion, innovation, and hard work from the top startups in our 2024 Accelerator Program," reads a LinkedIn post from Ignite. "These trailblazing founders earned their spot on the stage by demonstrating exceptional leadership and the potential to revolutionize the healthcare industry with their solutions and devices."

First place winner was Sarah Lee, CEO and co-founder of Relavo, a New York-based company that's making home dialysis more effective, safer, and more affordable. Lee accepted awards from Johnson & Johnson and Wilson Sonsini Goodrich & Rosati.

Therese Canares, CEO and founder of CurieDx, took second place and won its awards from SWPDC - Southwest National Pediatric Device Innovation Consortium and Wilson Sonsini. CurieDx, based in Baltimore, Maryland, is creating remote diagnostic tools using smartphone technology.

In third place is Andrea Ippolito, CEO and founder of SimpliFed, a company focused on democratizing access to baby feeding and breastfeeding services through virtual care that's covered by insurance. The startup won awards from Texas Children's Hospital and Wilson Sonsini Goodrich & Rosati.

Three other finalists won other awards, including:

  • Kadambari Beelwar, CEO and co-founder, Henderson, Nevada-based Truss Health, which created an AI-powered sensor fusion platform that's designed to detect early signs of infection, won an award presented by Memorial Hermann Health System and Golden Seeds
  • Mimi Gendreau Kigawa, CEO and co-founder of New York-based Zeph Technologies, an AI-lung care company with technology for clinicians to deliver pulmonary care to patients with chronic respiratory disease, won an award presented by CU Innovations and Houston Methodist
  • Ashley Yesayan, CEO and co-founder, New York-based OneVillage, a software platform meant to support patients and family members through trying health events, won an award presented by CU Innovations

The companies were evaluated by the 2024 judges, which included: Allison Rhines, head of JLABS Houston; Andrew Truscott, global health technology lead at Accenture; Angela Shippy, senior physician executive at Amazon Web Services; Kimberly Muller, executive director of CU Innovations at University of Colorado Anschutz Medical Campus; Myra Davis, chief innovation and information officer at Texas Children's Hospital; and Winjie Tang Miao, senior executive vice president and COO of Texas Health Resources.

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Meet MIA — Houston Methodist's new voice technology assistant. Photo via Getty Images

Houston hospital introduces first-of-its-kind voice technology into its operating rooms

Hey, MIA

Hey, MIA. Start surgery.

These are the words Houston doctors are learning to say in the operating rooms, thanks to a first-of-its-kind voice technology developed by the Houston Methodist's Center for Innovation in collaboration with Amazon Web Services. In the same way we use programs like Alexa or Siri to make our everyday tasks easier, the Methodist Intelligent Automation, or MIA, is allowing medical professionals to improve the way they interact both with technology and patients alike.

"There's been a push in the industry for a long time that people sitting behind computers and typing and staring at a computer screen is inadequate," says Houston Methodist Chief Innovation Officer Roberta Schwartz. "There's been a desire to return people back to each other rather than physicians and look at a screen and patients look at a doctor looking at a screen."

Currently in its pilot phase, MIA is working to do just that through two key functions that shift the way medical professionals work in what Schwartz calls the "era of electronic medical records."

The first is through operating room voice commands. Here medical professionals can run through a series or checklists and initiate important actions, such as starting timers or reviewing time of anesthesia, through voice instead of by typing or clicking, which can become cumbersome during lengthy and highly detailed surgeries. Information is displayed on a large 80-inch TV in the operating suite and following surgery all of the data captured is imported into the traditional EMR program. The technology has been prototyped in two Houston Methodist O.R. suites so far and the hub aims to trial it in a simulation surgery by the end of the year.

Additionally, the hub is developing ambient listening technology to be used in a clinical setting with the same goal. Houston Methodist and AWS have partnered with Dallas-based Pariveda to create specialized hardware that (after gaining patient permission) will listen into doctor-patient conversations, transcribe the interaction, and draft a note that is then coded and imported directly into the EMR.

"For EMR the feedback is that it's clunky, it's click-heavy, it's very task oriented," says Josh Sol, who leads digital and clinical innovation for Houston Methodist. "Our goal with the Center for Innovation and this technology hub is to really transform that terminology and bring back this collaboration and the patient-physician relationship by removing the computer but still capturing all the pertinent information."

The ambient listening technology is further off and is currently in user acceptance testing with clinicians.

"They've had some great feedback, whether it's changing how the note is created, changing the look and feel of the application itself," Sol adds. "All feedback is good feedback at this point. So we've taken it in, we prioritize the work, and we continue to improve the application."

And the hub doesn't plan to stop there. Schwartz and Sol agree that the next step for this type of medical technology will be patient facing. They envision that in the near future appointment or surgery prep can be done through Alexa push notifications and medication reminders or follow up assessments could be done via voice applications.

"It's all going to be of tremendous value and it's coming," Schwartz says. "We may be taking the first baby steps, but each one of these voice technologies for our patients is out there on the horizon."

Houston usurped the Dallas metro to grab the No. 2 ranking in the United States for big cities attracting corporate relocation and expansion projects. Getty Images

Report: Houston ranked No. 2 in the country for corporate relocation, expansion projects landed in 2019

big business

In Texas, Houston rules the corporate relocation and expansion kingdom.

Site Selection magazine ranks Houston second among large U.S. metro areas for the number of corporate relocation and expansion projects landed in 2019. That's up two spots from the previous year's ranking.

On the new list, published in the magazine's March issue, Houston replaces Dallas-Fort Worth in the No. 2 spot among metros with at least 1 million residents, pushing DFW down to No. 3. Austin takes the No. 6 spot.

Last year, Houston landed 276 projects that met the magazine's ranking criteria. With 416 projects, Chicago earned the No. 1 spot. Dallas-Fort Worth scored 261 projects in 2019, while Austin snagged 95.

Qualifying projects for Site Selection's rankings must have a minimum investment of $1 million, create at least 20 new jobs, or involve at least 20,000 square feet of new space.

A couple of notable Houston corporate relocations or expansions in 2019 were:

"This latest ranking is more evidence of Houston's strength as a destination for corporate relocation and investment," Bob Harvey, president and CEO of the Greater Houston Partnership, says in a March 3 statement. "Our low cost of doing business, access to quality talent, and pro-growth mentality continue to make Houston an attractive place for companies across the country and around the world looking for expansion and relocation opportunities. Our strong, diverse economy is a big part of what makes Houston a great global city."

Commercial real estate services company Colliers International notes that Houston is one of the country's most competitive cities for corporate relocation and expansion.

"Houston's ability to foster continued expansion in future-growth industries responsible for generating high-quality, well-paid jobs across all business sectors has placed it in the top tier among U.S. cities," Colliers International says. "With its numerous business advantages, Houston is well positioned to successfully compete in today's global marketplace."

Among those advantages, Colliers says, are:

  • Two major airports
  • Massive seaport
  • Extensive rail and road infrastructure
  • 90 foreign consulates

In February 2019, René Lacerte, founder and CEO of Bill.com, said the Palo Alto, California-based company picked Houston for its first U.S. outpost following an "extensive national search." Bill.com settled on Houston because of its talent pool, quality of life, and business-friendly environment, he said.

Houston Mayor Sylvester Turner has said the Bill.com expansion represents a "another great example of Houston's building momentum as a leading digital tech hub."

A second example is Amazon Web Services' July 2019 expansion in Houston. Kris Satterthwaite, the company's Gulf Coast enterprise sales leader, praised the city as "a fantastic place to live and work," and as having "a strong local economy that we look forward to investing in and growing together [with]."

The Houston-DFW-Austin trifecta of top-performing markets for corporate relocation and expansion in 2019 helped propel Texas to win Site Selection's Governor's Cup Award for the eighth consecutive year.

In accepting the award, Gov. Greg Abbott called Texas "the most dynamic economy in the nation."

"Texas' skilled, diverse, and ever-expanding workforce drives our booming economy," Abbott said. "I want to thank all of our local, regional and statewide economic development teams for their work to expand economic opportunity in Texas, as well as the companies that continue to invest and create more jobs throughout the Lone Star State."

Amazon has invested over $10 billion into Texas since 2010. Photo via blog.aboutamazon.com

Amazon opens newest Tech Hub in Houston and plans to hire

It's 'zon

A year and a half after Houston was left off the list of 20 cities Amazon was pursuing for its second United States headquarters, the tech giant chose the Bayou City to house its 18th North American Tech Hub.

Amazon opened the doors of the hub on Friday, July 26, in 25,000-square-feet of space in CITYCENTRE, and the company has plans to hire to round out its team of 150 Amazon Web Services employees to work out of the hub.

"We're looking forward to becoming a bigger part of the Houston community," says Kris Satterthwaite, Gulf Coast enterprise sales leader of AWS, in a release. "Houston is a fantastic place to live and work, and has a strong local economy that we look forward to investing in and growing together."

The city of Houston, along with the Greater Houston Partnership, has worked to make Houston appealing to big business and tech giants, says Susan Davenport, senior vice president of economic development at the GHP.

"The expansion of Amazon's Houston workforce is indicative of a larger trend we are seeing of the major cloud players opting to locate their teams closer to their customers here in Houston," Davenport says in an email to InnovationMap. "Our energy, life sciences and manufacturing sectors are data-intensive, and this move makes a lot of sense. This is not the first, and I doubt it will be the last. A great portion of the digital tech industry's activity to this point has been focused on business-to-consumer, and is now shifting to business-to-business. Houston is largely a B2B city, so we stand to gain from this trend."

The Tech Hubs in North America have over 20,000 employees. Around 1,000 of those are from Amazon's Austin Tech Hub, which opened around four years ago and was recently announced to be in the process of expanding to include another 800 Austin employees, per the Wall Street Journal.

The company has invested $10 billion into Texas since 2010, according to the release, and Houston's diversity, universities, and quality of life were attractive to Amazon.

"Houston is such a culturally diverse city, with so many international companies based here," says Eddie Murray, global accounts lead, in a release. "We're excited to create great jobs and hire locally to boost the local economy while also giving back to the community through programs like Amazon Future Engineer."

The Amazon Future Engineer program is an initiative to help propel kids from under-served areas into careers in computer science. The program is in 35 Houston schools. Amazon also provided disaster relief aid after Hurricane Harvey in 2017.

"We have worked for the last couple of years to accelerate the growth of Houston's digital tech ecosystem, and we've got quite a bit of momentum with The Ion, TMC3, The Cannon, and so many others," Davenport adds. "The opening of Amazon's tech hub is another indicator of Houston's growing presence as an innovation-focused city."

TMCx is looking for members for its ninth cohort. Courtesy of TMCx

Houston software company raises $16.3 million, TMCx opens applications, and more innovation news

Short stories

From rounds closing to accelerator applications opening, there's a lot of Houston innovation news that might not have reached your radar. Here's a roundup of short stories within tech and innovation in the Bayou City.

Need more news rounded up for you? Subscribe to our daily newsletter that sends fresh stories straight to your inboxes every morning.

Houston software company closes a $16.3 million Series A

Industrial software

Innovapptive raised its round lead by a New York-based firm. Getty Images

Innovapptive, a software-as-a-service company with clients in industrial industries, announced it closed on a $16.3 million Series A investment led by New york-based Tiger Global Management LLC. The company will use the funds for continued global growth. As of the raise's completion, company's valuation is now more than $65 million.

"We are connecting the enterprise by providing a platform that improves real-time data collaboration and communications between the field and back office. The communications and collaboration data are captured and converted into executive insights for continuous workforce optimization," says Sundeep Ravande, CEO and co-founder of Innovapptive, in a press release. "This additional capital will allow us to accelerate our strategy and development to transform the digital experience of the industrial worker to help increase revenues and margins for our customers."

TMCx opens its medical device cohort applications

The deadline to apply for the next TMCx cohort is May 24. Courtesy of TMC

The Texas Medical Center has announced that TMCx's 2019 medical device cohort applications are now open. The deadline to apply is May 24, and selected companies will be notified by June 21. The program will run from August 5 to November 8th. For more information, click here.

Nesh closes Seed round of funding

Aristos Ventures lead the round for the Houston energy startup. Courtesy of Nesh

The Siri of oil and gas, Hello Nesh Inc, has raised its first round of funding thanks to seed funding from Aristos Ventures and a LOOP contract with Equinor Technology Ventures. The funding will be used for new hires and expansion plans.

"Securing LOOP funding from ETV and seed funding from Aristos provides us with a unique mix of strategic knowledge and domain expertise, coupled with investment experience in digital technologies, artificial intelligence, and SaaS," says co-founder and CEO of Nesh, Sidd Gupta in a release. "This will enable us to further build Nesh's petrotechnical and natural language understanding and scale our business in the North America market."

ETV has chosen not to disclose the dollar amount of the round, however last fall Gupta at the Texas Digital Summit, Gupta announced that the company was seeking to close a $800,000 seed round. Read more about the company here.

Shell Oil Co. gives $2.5M to fund research, inform public policy at Rice University’s Baker Institute

Shell and Rice University have entered a partnership. Courtesy of Rice University

Following a $2.5 million commitment from Shell Oil Co., the Center for Energy Studies at Rice University's Baker Institute for Public Policy has announced five-year research program to study the global energy system — including the policies, regulations, geopolitical forces, market developments and technologies.

"We are grateful for Shell's commitment to advancing the study of critical energy issues affecting our region, the nation and the world," says Baker Institute Director Edward Djerejian in a release. "This partnership with Shell furthers our mission to provide unbiased, data-driven analysis of factors that will shape our energy future with the aim of engaging policymakers, corporate leaders and the general public with the results."

Texas improves its ranking as an innovative state

The Lone Star State is moving on up as an innovative state. Getty Images

Texas is slowly but surely moving on up as an innovative state. According to Bloomberg's newest U.S. State Innovation Index, Texas is the 17th best state for innovation. The study factors in six metrics: research and development intensity, productivity, clusters of companies in technology, "STEM" jobs, populous with degrees in science and engineering disciplines, and patent activity. Last year, the study found Texas at the No. 19 spot.

Texas' score was 60.1 — which is just over a point's difference from being in the top 15. It's also worth noting that the Lone Star State is the highest ranked in the south.

"What is most important is the construction and catalyzation of super vibrant advanced industry sectors and clusters in a state," says Mark Muro, a senior fellow at Brookings, a think tank in Washington DC, to Bloomberg. "Commercialization has not been a top priority of universities in the heartland, especially in the South."

Houston companies take home Napier Rice Launch Challenge prizes

Abbey Donnell's startup, Work & Mother, won the award for the Best Alumni team at the H. Albert Napier Rice Launch Challenge at Rice University. Courtesy of Work & Mother

On April 4, 10 teams competed in the H. Albert Napier Rice Launch Challenge at Rice University. Here are the Rice University alumni- and student-led companies that won awards.

  • LilySpec took home $2,500 as the Audience Favorite award winner.
  • CardStock Exchange won $12,500 in the Best Undergraduate category.
  • WellWorth walked away with $12,500 as the Best Graduate team winner.
  • Abbey Donnell, founder of Work & Mother, took home first place the Best Alumni category — along with $12,500.
  • UrinControl was the Grand Prize winner and scored $20,000.

BBL reverse pitch contest extends deadline

The deadline for a new pitch competition with ExxonMobil and BBL Ventures has been extended. Getty Images

BBL Ventures, which announced its reverse pitch competition with ExxonMobil earlier this year, has extended the challenge deadline to May 13.

"BBL Ventures is excited to be working with a forward-thinking partner like ExxonMobil, engaging the external innovation ecosystem is a key step in advancing the energy industry's continued success," says Patrick Lewis, managing partner of BBL Ventures, in a release. Full details for the competition are available here.

Startup Grind Houston is calling all female founders

pitch

Calling all female founders. Getty Images

Houston's Startup Grind chapter announced a female founder pitch event on May 2 at the TMC Innovation Institute. The organization is calling for teams to pitch at the event. The deadline to apply is April 23 at 5 pm.

Click here to nominate yourself or someone else for the pitch.

Sysco invites UH tech students to first-ever UHacks Hackathon competition

Sysco and AWS are teaming up for a hackathon. Getty Images

Houston-based Sysco Corp. — along with Amazon Web Services — is hosting its first-ever, university student-led hackathon event. The one-day competition takes place on Friday, April 19, from 8 am to 5 pm at the new Houston office of AWS ( 825 Town & Country Lane, 10th floor).

The student teams with focus on four hypothetical themes in Sysco's business landscape, including a spend management platform enhancing the customer shopping experience, identifying locally grown foods, proof of purchase technology, and a "best before" portal to streamline expiration data.

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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.”

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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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