A Houston founder is introducing you to ema — a GPT-based chat platform and your new best friend in women's health. Photo via Canva

Amanda Ducach set out to create a platform where mothers could connect with each other socially, but when she launched SocialMama just ahead of a global pandemic, she soon learned there was a bigger market need for access to information surrounding women's health — from fertility to menopause.

After pivoting her femtech platform to include women's health experts, she realized her technology wasn't able to completely support growing user base. The platform, which was called SocialMama, saw users engaging with experts in similar ways — and as Ducach looked into growing the platforms users, she realized that 24/7 access to experts was going to be hard to scale.

"We noticed that most of these conversations were repetitive," Ducach tells InnovationMap. "You had women asking an expert about tracking ovulation a hundred times a day. Having an OBGYN answer that question a hundred times a day was crazy and just not scalable."

Ducach says that about 16 months ago, her team took a step back to recreate the platform incorporating GPT technology. GPT stands for generative pre-trained transformer, and is a family of artificial intelligence language models most recently made popular but ChatGPT developed by OpenAI.

Now, after building out the platform, Ducach's company has rebranded to ema. The AI-based chat tool — named from the three letters in the middle of "female" — is meant to feel like texting "your childhood best friend who became an OBGYN physician," Ducach says. Not only can the chat provide crucial medical information, but it has a memory and can pick up conversations where they left off to be a constant resource to users.

The new platform, deemed ema, operates as an AI-based chat for women to engage with. Screenshot courtesy of ema

"Ema can answer everything from, 'how do I improve my baby's latch,' to 'how to I get a diabetic-friendly brownie recipe,' to 'give me an affirmation that's spoken like Snoop Dog because I'm feeling sad today,'" Ducach says.

Ducach first described the evolution of the company to AI-based communication last summer on the Houston Innovators Podcast. Now, the platform is gearing up for its launch next month and plans to raise seed funding this year to double her current team of 10 people to support the company's growth. Ducach, who was accepted into the Techstars Austin program in 2021, also says she's looking for more beta users in the meantime, and those interested should reach out to her or her team.

Ultimately, Ducach says the mission of ema is to democratize access to women's health care so that women feel supported and just a few taps away from important information.

"Barriers to care for women who face socioeconomic disparities is where you see the need for change," Ducach says. "For us, it's reducing those barriers of care. Ema is always in your pocket. You have access to her 24/7. The way that ema is really structured and her purpose is to catch red flags so that we can then help the female user get to positive health outcomes."

Amanda Ducach founded the company in 2019. Photo via Twitter

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Houston dazzles as most diverse large city in U.S., report says

we're No. 1

Living in a multicultural city comes with many benefits. Diverse communities bring new perspectives, greater versatility, and economic boosts, to name a few. And according to a new study by WalletHub, Houston is among the most diverse places in the nation.

Houston is getting some time in the spotlight in WalletHub's annual ranking of the "Most Diverse Cities in the U.S. (2024)," maintaining its position as the No. 1 most diverse large city in America, and the No. 4 overall most diverse. The report compared 501 U.S. cities across 13 metrics in five categories that encompass "diversity" across socioeconomic, cultural, economic, household, and religious factors.

Space City earned 72.37 out of a total 100 possible points, following behind Gaithersburg, Maryland (No. 1), Silver Spring, Maryland (No. 2), and Germantown, Maryland (No. 3). Arlington, Texas rounded out the top five. Houston is still holding strong as the most diverse large U.S. city after first taking the crown in WalletHub's 2021 report.

The city performed the best in two overall major categories for socioeconomic and cultural diversity, earning a respective rank of No. 27 and No. 31 out of all 501 cities in the study. Houston's religious diversity earned it No. 54, while it fell behind when it came to household and economic diversity, earning No. 112 and No. 156.

More specifically, Houston performed the best in the rankings for its linguistic diversity (No. 25), industry diversity (No. 28), and educational-attainment diversity (No. 29). But the city fell the farthest behind in the rankings for age diversity (No. 310) and worker-class diversity (No. 340).

Here's how Houston performed within the study's remaining categories out of all 501 cities:

  • 45th – Racial and ethnic diversity
  • 119th – Household-type diversity
  • 179th – Household-size diversity
  • 206th – Occupational diversity
  • 226th – Income diversity
  • 246th – Marital-status diversity
  • 249th – Birthplace diversity

"The most diverse cities demonstrate diversity in many dimensions – not just in race and gender but also everything from residents’ languages and birthplaces to their job types and household sizes," said WalletHub analyst Cassandra Happe in the report. "These cities blend together a multitude of different perspectives, helping people to better understand the world around them and become more empathetic. This exchange of ideas also tends to increase the economic success of diverse cities."

Besides Houston and Arlington, the only other Texas city to earn a place among the top 10 most diverse cities in the U.S. was Dallas, which ranked No. 8.

Other Texas cities that earned spots in the report include Fort Worth (No. 22), Austin (No. 70), Plano (No. 83), San Antonio (No. 87), Corpus Christi (No. 125), El Paso (No. 253), and Laredo (No. 468).

The full report can be found on wallethub.com.

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This article originally ran on CultureMap.

Rice University's edtech company receives $90M to lead NSF research hub

major collaboration

An educational technology company based out of Rice University has received $90 million to create and lead a research and development hub for inclusive learning and education research. It's the largest research award in the history of the university.

OpenStax received the grant funding from the U.S. National Science Foundation for a five-year project create the R&D hub called SafeInsights, which "will enable extensive, long-term research on the predictors of effective learning while protecting student privacy," reads a news release from Rice. It's the NSF's largest single investment commitment to national sale education R&D infrastructure.

“We are thrilled to announce an investment of $90 million in SafeInsights, marking a significant step forward in our commitment to advancing scientific research in STEM education,” NSF Director Sethuraman Panchanathan says in the release. “There is an urgent need for research-informed strategies capable of transforming educational systems, empowering our nation’s workforce and propelling discoveries in the science of learning.

"By investing in cutting-edge infrastructure and fostering collaboration among researchers and educators, we are paving the way for transformative discoveries and equitable opportunities for learners across the nation.”

SafeInsights is funded through NSF’s Mid-scale Research Infrastructure-2 (Mid-scale RI-2) program and will act as a central hub for 80 partners and collaborating institutions.

“SafeInsights represents a pivotal moment for Rice University and a testament to our nation’s commitment to educational research,” Rice President Reginald DesRoches adds. “It will accelerate student learning through studies that result in more innovative, evidence-based tools and practices.”

Richard Baraniuk, who founded OpenStax and is a Rice professor, will lead SafeInsights. He says he hopes the initiative will allow progress to be made for students learning in various contexts.

“Learning is complex," Baraniuk says in the release. "Research can tackle this complexity and help get the right tools into the hands of educators and students, but to do so, we need reliable information on how students learn. Just as progress in health care research sparked stunning advances in personalized medicine, we need similar precision in education to support all students, particularly those from underrepresented and low-income backgrounds.”

OpenStax awarded $90M to lead NSF research hub for transformational learning and education researchwww.youtube.com

2 Houston startups selected by US military for geothermal projects

hot new recruits

Two clean energy companies in Houston have been recruited for geothermal projects at U.S. military installations.

Fervo Energy is exploring the potential for a geothermal energy system at Naval Air Station Fallon in Nevada.

Meanwhile, Sage Geosystems is working on an exploratory geothermal project for the Army’s Fort Bliss post in Texas. The Bliss project is the third U.S. Department of Defense geothermal initiative in the Lone Star State.

“Energy resilience for the U.S. military is essential in an increasingly digital and electric world, and we are pleased to help the U.S. Army and [the Defense Innovation Unit] to support energy resilience at Fort Bliss,” Cindy Taff, CEO of Sage, says in a news release.

A spokeswoman for Fervo declined to comment.

Andy Sabin, director of the Navy’s Geothermal Program Office, says in a military news release that previous geothermal exploration efforts indicate the Fallon facility “is ideally suited for enhanced geothermal systems to be deployed onsite.”

As for the Fort Bliss project, Michael Jones, a project director in the Army Office of Energy Initiatives, says it’ll combine geothermal technology with innovations from the oil and gas sector.

“This initiative adds to the momentum of Texas as a leader in the ‘geothermal anywhere’ revolution, leveraging the robust oil and gas industry profile in the state,” says Ken Wisian, associate director of the Environmental Division at the U.S. Bureau of Economic Geology.

The Department of Defense kicked off its geothermal initiative in September 2023. Specifically, the Army, Navy, and Defense Innovation Unit launched four exploratory geothermal projects at three U.S. military installations.

One of the three installations is the Air Force’s Joint Base San Antonio. Canada-based geothermal company Eavor is leading the San Antonio project.

Another geothermal company, Atlanta-based Teverra, was tapped for an exploratory geothermal project at the Army’s Fort Wainwright in Alaska. Teverra maintains an office in Houston.

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This article originally ran on EnergyCapital.