Houston startup equips medical teams with data-driven hiring tool

staffing up

SurgWise is giving surgical teams the right support for hiring. Photo via Getty Images

A surgeon spends over a decade in school and residency perfecting their medical skills, but that education doesn't usually include human resources training. Yet, when it comes to placing candidates into surgical programs, the hiring responsibilities fell on the shoulders of surgeons.

Aimee Gardner, who has her PhD in organized psychology, saw this inefficiency first hand.

"I worked in a large surgery department in Dallas right out of graduate school and quickly learned how folks are selected into residency and fellowship programs and all the time that goes into it — time spent by physicians reviewing piles and piles of like paper applications and spending lots and lots and of hours interviewing like hundreds of candidates," Gardner tells InnovationMap. "I was just really shocked by the inefficiencies from just a business and workforce perspective."

And things have only gotten worse. There are more applicants hitting the scene every year and they are applying to more hospitals and programs. Future surgeons used to apply for 20 or so programs — now it’s more like 65 on average. According to her research, Gardner says reviewing these applications cost lots of time and money, specifically $100,000 to fill five spots annually just up to the interviewing phase of the process.

Five years ago, Gardner came up with a solution to this “application fever,” as she describes, and all the inefficiencies, and founded SurgWise Consulting, where she serves as president and CEO.

"We help provide assessments to help screen competencies and attributes that people care about," Gardner says. "(Those) are really hard to assess, but really differentiate people who really thrive in training in their careers and people who don't."

Aimee Gardner is the CEO and president of Houston-based SurgWise. Photo via surgwise.com

These are the non-technical skills, like the professionalism, interpersonal skills, and communication. While SurgWise began as a service-oriented consulting company, the company is now ready to tap technology to expand upon its solution. The work started out of Houston Methodist, and SurgWise is still working with surgery teams there. She says they've accumulated tons of data that can be leveraged and streamlined.

"We're now pivoting from a very intimate client approach to a more scalable offering. Every year we assess essentially around 80 percent of all the people applying to be future surgeons — those in pediatric surgery, vascular surgery, and more,” Gardner says. “We’ve used kind of the last five years of data and experiences to create a more scalable, easy-to-integrate, and off-the-shelf solution.”

Gardner says her solution is critical for providing more equity in the hiring process.

“One of our goals was to create more equitable opportunities and platforms to assess folks because many of the traditional tools and processes that most people use in this space have lots of opportunity for bias and a high potential for disadvantaging individuals from underrepresented groups," she says. "For example, letters of recommendation are often a very insider status. If you went to some Ivy League or your parents were in health care and they know someone, you have that step up from a networking and socioeconomic status standpoint."

Personal statements and test scores are also inequitable, because they tend to be better submissions if people have money for coaching.

SurgWise hopes to lower the number of programs future surgeons apply to too to further streamline the process. She hopes to do this through an app and web tool that can matchmake people to the right program.

“Our ultimate goal is to create a platform for applicants to obtain a lot more information about the various places to which they apply to empower them to make more informed decisions, so that they don't have to apply to a hundred places," Gardner says. "We want to essentially create a match-style app that allows them to input some data and tell us 'here's what I'm looking for here are my career goals and any preferences I have.'”

While that tool is down the road, Gardner says SurgWise is full speed ahead toward launching the data-driven hiring platform. The bootstrapped company hopes to raise early venture funding this summer in order to hire and grow its team.

“As we continue to consider this app that I talked about and some of the other opportunities to scale to other specialties we're gonna start looking for a series A funding later this summer.”

New study found that Texas has the 9th largest economy. Photo by gguy44/Getty Images

Report: Lone Star State snags spot as world's 9th largest economy by GDP

go texas

If Texas were a country — and plenty of Texans wish that were the case — it would rank among the world's 10 largest economies. Economic development officials are now touting that fact as evidence of Houston and the rest of Texas being a great place to start or relocate a business.

In a January 27 news release, the nonprofit Texas Economic Development Corp. noted that based on 2019 data from the International Monetary Fund, Texas would boast the world's ninth largest economy if it were a country. The news release lists the state's gross domestic product, or GDP — a key indicator of economic size and strength — as $1.9 trillion.

Texas' GDP would put it ahead of 10th-place Brazil ($1.8 trillion GDP, based on 2019 data from the International Monetary Fund) and behind eighth-place Italy ($2 trillion GDP), the economic development group says. Previously, Texas had ranked 10th for GDP when compared with countries.

If you dig deeper into the data, the competition between Texas and Brazil is even closer than the news release reveals. Texas' 2019 GDP stood at $1.844 trillion, giving it a razor-thin edge over Brazil ($1.839 trillion). Nonetheless, Texas beats Brazil in terms of economic strength.

It turns out that the Houston metro area contributes about one-fourth of Texas' GDP. In 2019, the region's GDP stood at $472.1 billion. The size of Houston's economy ranks seven among U.S. metro areas. If the Houston metro area were a state, it would rank 15th for GDP.

In the wake of last year's pandemic-clobbered economy, the Greater Houston Partnership predicts the region will add 35,000 to 52,000 net new jobs this year.

"The virus has dealt this region a significant blow, and the reality is it will take many months — if not years — to regain the jobs lost and repair the damage," Bob Harvey, president and CEO of the partnership, said in December. "We have our work cut out for us in growing our economy out of the hole it is currently in. But we are Houston and I believe we will recover. We will continue to work to make this a truly global city, one with a strong, diverse, 21st century economy that provides a great quality of life and opportunity for all."

While the pandemic has strained the state's economy as a whole, the International Monetary Fund estimates Texas should maintain the No. 9 spot for GDP in 2021 when stacked against countries. Texas would be wedged between No. 8 France ($2.1 trillion GDP) and No. 9 Canada ($1.76 trillion GDP). This year, the U.S. GDP is projected to remain the world's largest ($21.9 trillion), with China in second place (nearly $16.5 trillion).

"This is more than just a statistic. The fact that our state, if it were a nation, would be the world's ninth largest economy shows that Texas is well positioned to outperform economically, regardless of the challenges that may lie ahead," Robert Allen, president and CEO of the Texas Economic Development Corp., says in the release.

Allen's group cites the pending move of Hewlett Packard Enterprise's headquarters from Silicon Valley to the Houston suburb of Spring as one factor demonstrating the power of Texas' economy.

"Why come to Texas from other states? Our highly competitive tax climate, world-class infrastructure, a skilled workforce of 14 million people, business-friendly economic policies, and abundant quality of life," Allen says. "Texas obviously has a lot to offer. Our standing as the world's ninth largest economy and our long-term expansion shows that Texas also offers rock-solid stability to companies that want to locate here."

Houstonians gained valuable time on the road in 2020. Photo by LUNAMARINA/Getty Images

New study drives home how drastically Houston traffic dropped in 2020

data-driven

Houstonians are still gauging all that they have lost during the pandemic, but one thing they gained in 2020 was time — specifically, in traffic.

Drivers who noticed less cars on the roads were witnessing a 33 percent drop in traffic in 2020, compared to 2019. That data comes courtesy of a new study by Rice University's Kinder Institute for Urban Research.

Houston traffic congestion levels dropped from 24 percent to an impressive 16 percent during the pandemic. In April, during the peak of area stay-at-home efforts, Houston's congestion level plummeted to 6 percent, the lowest of the year. February saw the highest congestion level of 2020 at 26 percent.

For some perspective, in 2019, a 30-minute took an extra 37.5 minutes than a trip during less congested conditions, the study notes.

Further illustrating the headache of 2019 commuting, local drivers lost some 119 hours of extra travel time during peak hours. The study also found that in 2019, Houston drivers lost 119 hours of extra travel time driving during peak hours.

Compare that to 2020, where local drivers lost a mere 71 hours of travel time, which is two full days less than 2019. What can one do with an extra two days? Besides the obvious Netflix and chill option, that savings offers enough time to read 3,588 pages of Marcel Proust's 4,211-page whopper, In Search of Lost Time, the study notes.

Less cars on the road was extremely beneficial for the environment, the study adds. U.S. greenhouse gas emission from energy and industry dropped more than 10 percent in 2020 — the lowest recorded level in 30 years.

Thus, the good news is that with more Houstonians working from home, commute times and the local environment benefitted. However, the study notes that with the advent of COVD vaccinations, a subsequent return to work, and with no real policy changes planned, Houston's traffic headaches could soon return.

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This article originally ran on CultureMap.

Jim Havelka, founder and CEO of InformAI, joins the Houston Innovators Podcast to discuss the difference his technology can make on the health care industry. Photo courtesy of InformAI

Houston health tech founder shares the monumental impact data can have on health care

HOUSTON INNOVATORS PODCAST EPISODE 68

Hospitals are processing massive amounts of data on a daily basis — but few are optimizing this information in life-saving capacities. A Houston company is seeking to change that.

InformAI has created several tech products to allow hospitals to tap into their data for game-changing health care.

"The convergence of technology, data, and deep learning has really opened up an avenue to look at large volumes of information and look at patterns that can be helpful in patient diagnosis and treatment planning," says CEO Jim Havelka on this week's episode of the Houston Innovators Podcast.

The InformAI team has developed two platforms that each of the company's tech products works within. One focuses on medical images and looks for subtle patterns of a medical condition, while the other can datamine patient information to identify patient risk predictors.

Currently, InformAI's sinusitis-focused product is undergoing Food and Drug Administration approval. About a quarter of the population has sinus-related issues, and the technology can help treatment and diagnosis, Havelka says.

"The data that we train our algorithms on are equivalent of 30 careers of a typical ear, nose, and throat surgeon. We see 30 times more patients in our training set than an ENT physician would see in a lifetime," Havelka says. "Being able to bring into play the patterns and unique subtleties that this data can bring into the decision making only makes the ENT more productive and more efficient, as well as creates better outcomes for patients."

InformAI has received venture capital support as well as a National Science Foundation award to advance its work. The company hopes to introduce a new round of funding later this year.

Havelka doesn't mince words when it comes to the importance of InformAI being located in Houston. The company's team works out of JLABS @ TMC as well as TMC Innovation Institute.

"Those relationships have been very helpful in getting data to build these particular products," Havelka says. "Just the Texas Medical Center alone has roughly 10 million patient encounters every year. The ability to get access to data and, equally important, the medical experts has been a tremendous benefit to InformAI."

Havelka discusses more about the revolutionary technology InformAI is working on — as well as advice he has for other health tech founders — on the episode. Listen to the full interview below — or wherever you stream your podcasts — and subscribe for weekly episodes.


Ryan Sitton's new book, "Crucial Decisions," touches on an array of topics and how data is the key to making the positive and impactful decisions. Photo via Getty Images

Houston energy expert on how big data yields more reliable results

Guest column

Abraham Maslow's hierarchy of need tells us that at our core, humans crave safety and sustenance. When you turn on the light each morning while getting ready for work, or when you check your bank account and see your paycheck arrived on schedule, we expect every aspect of our daily lives to work.

In today's world, we often take these things for granted, until reliability is threatened. Our dependency is revealed in the frenzy over a potential toilet paper shortage and in the panic buying of gasoline in a hurricane. When things in society are consistent, economies thrive. However, when you introduce fear and uncertainty, things begin to spiral. It is in these times that the decisions we make can have the biggest impact on the world around us.

The link between impactful decisions and reliability has brought our society to a pivotal moment in history. We have created a society so reliable and developed that even during the coronavirus lockdown, the basic needs of Americans could be met with only 25 percent of our workforce actively working. By increasing productivity using machines and systems, we have been able to improve our overall quality of life, but not without a price. As a result of such high improvement, we as a society have come to not only expect, but demand, reliability at all times.

When dependability waivers and anxiety rises, those in key decision-making positions are faced with unprecedented situations. Due to distress and a lack of understanding of certain situations, those in decision making positions are often times forced to make decisions based on rapid response and emotion. Because of this, consistency and reliability suffer.

A prime example of an emotional response is the coronavirus shutdown that occurred earlier this year. As a response to the growing fear and panic over the virus, major portions of our economy were shut down; schools were closed; and citizens were confined to their homes.

What followed was the bankruptcy of thousands of businesses, an unprecedented wave of fear throughout society and a disruption to the consistency of our daily lives. We have yet to know what lasting impacts this decision will have on our future economy or livelihood, but we now understand that rapid decision making is often met with long-term consequences.

While there will continue to be disagreements on all sides regarding the handling of the shutdown, what is undisputable is that we as a society have gained an opportunity to learn. We now have the unique advantage of using data in ways that has never been used before in order to make consistently better decisions, allowing us the opportunity to perform at levels we have never thought possible.

Whether it be data advancements in sports (think Billy Beane and the Oakland Athletics), or the progression of technology (continuous iPhone updates), we are able to study the improvements of data on society in order to make more reliable decisions. With more powerful data analytics and innovations in data sciences, we are able to positively impact the most vital components of our society in order to make decisions that will drive evolution and reliability.

As the world continues to progress, the decisions we are forced to make have become more complex. With each complicated decision comes the potential for lasting positive or negative impact on society. In shifting from emotional, rapid reactions towards more data and quantitative focused methods, we have the unique and unprecedented opportunity to make our world a more reliable, stable and creative place.

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Ryan Sitton is the founder of Pinnacle and the author of "Crucial Decisions."

Houston-based Datagration Solutions Inc. has raised millions in its latest round — led partially by a local VC firm — to grow its local presence. Photo via Datagration Solutions/Facebook

Houston energy tech startup raises $11M to grow its team locally

now hiring

An $11 million round of funding will fuel national and international growth at Houston-based Datagration Solutions Inc., whose cloud-based software aggregates data to improve workflows and analytics at upstream oil and gas operators.

Houston-based venture capital firm Quantum Energy Partners LLC and New York City-based venture capital firm Global Reserve Group LLC led the round. Datagration represents the sixth investment in energy tech involving the duo of Quantum Energy Partners and Global Reserve Group.

Braxton Huggins, chief marketing officer at Datagration, says the new capital will enable the company to build a technology team in Houston; add to its operations, sales, and marketing team in Houston; and supplement its development team in Austria. These new hires will help Datagration expand its national and international market presence, he says.

Huggins says Datagration aims to more than double in size by the end of 2021. The startup currently employs more than 30 people.

Datagration, formerly known as Oilsphere Inc., is a relative newcomer in the oil and gas industry. In May, Datagration acquired Austria-based Myr:Conn Solutions GmbH, which had operated the PetroVisor platform since 2010.

The PetroVisor platform lets customers pull data from legacy systems to streamline processes, keep operating costs and capital expenses in line, and improve workforce efficiency, Huggins says. All of those outcomes are "precisely what is required, given today's low and volatile commodity price environment," he says.

"PetroVisor has already delivered game-changing financial results for many E&P companies and is ready to scale globally," Peter Bernard, executive chairman of Datagration, says in a release. "The platform increases returns [from] legacy brownfield and greenfield reservoirs, and gives engineers more time to make engineering decisions that will improve profitability."

Nine days after Datagration announced the $11 million in funding, the company formally unveiled its executive management team. Aside from Bernard and Huggins, team members are:

  • J. Ike Epley, vice chairman.
  • Jorge Machnizh, president and CEO.
  • Michael Stundner, executive vice president of technology.
  • Dale Sperrazza, chief commercial officer.
  • Kenton Gray, chief technology officer.
  • David Freer, chief financial officer.
  • Carol Piovesan, senior vice president.
  • Tom Jordan, vice president of corporate development.
  • Lars Olrik, vice president of sales.

"Datagration strongly believes that the next industry opportunity is to provide a platform ecosystem that enables open integration and agnostic access to the most valuable company asset, the customer's data," Machnizh says in a letter posted on the company's website.

Market research and advisory firm Mordor Intelligence LLC says price volatility and stepped-up competition in the oil and gas industry are driving the use of big data to make "smart decisions." As a result, the firm says, big data in oil and gas is expected to see "exponential growth" from 2020 to 2025. A paper published in 2018 in the journal Petroleum identified big data analytics as an "emerging trend" for exploration, drilling, reservoir engineering, and production engineering in the upstream sector.

Darryl Willis, global vice president for energy at Microsoft Corp., said at a conference last year in Norway that the industry should brace for a "tsunami" of big data. "Data is the new common denominator that every industry, including the oil and gas business, is grappling with," Willis said.

Ravindra Puranik, oil and gas analyst at data analytics and consulting company GlobalData PLC, says concerns over the decline of profits and the rise of renewable energy are propelling incremental growth of big data in oil and gas.

"The oil and gas industry has always generated huge volumes of data daily across the value chain. However, despite being awash with money, it has been poor at data management," Puranik says. "It is only when profits drop that the industry starts to investigate how to use data to improve operational efficiency. However, this laissez-faire approach is less prevalent now."

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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.

Houston investor calls for all angels to move the ecosystem forward

houston innovators podcast episode 233

One of the biggest components of a well-functioning startup ecosystem is inarguably access to capital, and Mitra Miller is dedicated to enhancing education around investment and growing Houston's investor base.

As vice president and board member of the Houston Angel Network, the oldest angel network in Texas and one of the most active angel networks in the country, Miller strives to provide guidance to new and emerging angel investors as well as founders seeking to raise money from them.

"Most founders have no idea or understanding of how investors think — we are not an ATM," Miller says on the Houston Innovators Podcast. "We are really partners you are getting married to for the next 5, 8, 10 years — sometimes longer. We need to bring your allies in every sense of the word."



HAN, a nonprofit, provides a unique opportunity for its members, as Miller explains. The group consists of around 100 individuals from all business backgrounds, so evaluating companies together brings more than just a wealth of capital — but also a wealth of knowledge.

"What HAN provides is access to investments," Miller says, adding that members have the benefit in evaluating companies together with people from different backgrounds. "Inside a group like HAN, we have extraordinary expertise."

In addition to educating both founders and investors in the process, Miller has dedicated herself to providing opportunities for students in low-income parts of Houston to learn about the startup world. Eight years ago, she founded Eagle Investors, an organization that provides a year-long program that culminates in a group of students participating as judges for the Rice Business Plan Competition.

"They spend a year learning about innovation, entrepreneurship, and investing by meeting local investors, entrepreneurs, and service providers. They go around Houston to get to visit and ... experience all of the ecosystem," Miller says.

At RBPC, the cohort of high school students evaluate the pitches and select a company to provide a $5,000 prize.

Miller herself has been a judge at RBPC for 20 years now, and she's had a front row seat for watching Houston develop as an ecosystem. She's seen the city make real progress, but has one major call to action.

"The piece that I am most aware of that I would like to see grow is activating more accredited investors who are interested in this asset class of early-stage companies and plugging in," Miller says. "They can also invest their time and knowledge to help companies in our region grow and scale."

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