Efficient referrals from doctor to doctor could save a life, so this Houston company is setting out to create a network of medical professionals all accessible in an app. Getty Images

Houston-based company is connecting the dots on patient referrals

Diagnosing doctors

When your doctor recommends that you visit another practitioner, it's only natural that you trust the suggestion. But it's one case in which your physician isn't always an expert. Married doctors Justin Bird, an orthopedic surgeon, and Terri-Ann Samuels, a specialist in female pelvic medicine and reconstructive surgery, have long noted that patients are often referred incorrectly.

No big deal, right? Just go to another doctor. But not everyone has that luxury. Bird and Samuels never intended to start their own company. But when Bird lost a patient due to faulty referrals, they knew something had to be done.

"He believes that if she hadn't been bounced around from doctor to doctor, they could have saved her life," says Chris E. Staffel, chief operating officer of Patients We Share, the app that the couple created to fix the broken aspect of the health care system.

In 2015, Bird and Samuels began their company when they were shocked to realize that such an app didn't already exist.

"They started working with physicians around the country who said, 'We really, really need this,' and they also invested in it," recounts Staffel. From those friends, they built a physician advisory board of 15 investors.

Prescribing growth
The project was accepted into Johnson & Johnson's incubator, JLABS in 2016, then TMCx's digital startup program in the spring of 2018.

"They started realizing it was gaining momentum and realized they needed to have business people on board," says Staffel.

They hired Michael Antonoff, a Rice University M.B.A., as CEO. He invited former classmate Staffel to join as COO. Having come from a background in oil and gas, Staffel jumped at the chance to try her hand in a different industry.

With new business clout behind PWS, the company is growing quickly. Currently, PWS is entering its next seed round of $2.5 million that will allow the company to pay salaries of new team members and bring some tech development in-house. Until now, the making of the app itself has been outsourced to Mobisoft Infotech, a company based in Houston and India, which has worked on many projects at the Texas Medical Center. Local Black + Grey Studio is responsible for the design.

PWS has been working with both those teams in recent months to get a prototype app ready for launch. Currently, 100 physicians around the country are part of an invite-only pilot program. Soon, Staffel hopes to allow early adopter doctors who haven't been invited to enroll in the program for free. It will likely be in 2020 that patients will start joining the community, too.

How it works
An index of all the providers on the app allows doctors to easily find practitioners in a particular specialty. But there's more to it. Detailed profiles contribute to machine learning that assures the optimal match every time. Patient reviews will also play a role.

Though referrals were the impetus for the creation of PWS, it may be even more important as a communication tool between doctors, fellow clinicians (anyone from nurse practitioners to physical therapists may be invited to join), and patients. Staffel says participants in the pilot program are already using the messaging system to compare notes on cases, even sending photos from surgery to consult on patient issues.

The app's encryption means that it's HIPAA-compliant. Patients provide permission to discuss their cases via the app. And they can be confident of the quality of care they'll receive. Likely, the app will remain largely invite-only, and everyone who joins will share their National Provider Identifier licenses to be vetted against the federal database.

Doctors will communicate directly with patients through the app, but will also share resources digitally. Instead of making copy after copy of information about post-surgical care, for instance, the physician need only press a button to share a link.

Eventually, the goal is for PWS to be used not just nationally, but internationally, not just by individuals, but by whole hospital systems. A world in which doctors can compare notes around globe could be a little safer for us all.

Station Houston CEO Gabriella Rowe and Rice Alliance Managing Partner Brad Burke named 10 startups to watch. Photo by Natalie Harms

10 most promising Texas startups revealed at inaugural Houston summit

Winner, winner

Texas is booming with digital startups, and Station Houston and the Rice Alliance for Technology and Entrepreneurship hosted a meeting of the minds to discuss the digital revolution at the inaugural Texas Digital Summit at Rice University on December 6.

Thirty-nine companies presented throughout the day; among the group were 26 from the Houston area. At the conclusion of the day, Gabriella Rowe, CEO of Station Houston, and Brad Burke, managing director of the Rice Alliance, announced 10 "most promising companies" that stood out to a group of investors who attended the event.

All 10 selected were Texas-based, with eight from the Houston area. Here's who the venture capitalists and investors picked for the prize.

Houston-based SafePass

Photo via safepassglobal.com

SafePass pictures a world where visitors on school or corporate campuses can be tracked. The company's technology upends the standard paper or sticker pass you get from the front office, and provides a reusable, trackable device for visitors.

"Our tracking algorithm interacts with already existing WiFi technology — so, the routers that are already at that facility," says Ronald Huff, managing director of SafePass. "We leverage that to get that real-time tracking information."

Houston-based ScribeRule

Getty Images

ScribeRule operates under the assumption that your company's data has already been breached. The software protects data from both internal and external threats so that companies don't have to worry about any type of threat. The technology is scalable and easy to use.

"The problem is very simple," says Chris Melson, president and COO. "Only allow people who are authorized to see your data, see the data. And that's the problem we've solved."

"It's very difficult to protect data in a collaborative environment."

Houston-based Sensoleak

Photo via sensoleak.com

Sensoleak is making it easier for monitors in the oil and gas industry to be alerted about leaks. Using artificial intelligence, machine learning, and internet of things combined into a software, the company is providing a revolutionary solution for a longstanding problem.

"The problem right now is there is a lot of false alarms," says Shoshi Kaganovsky, founder and CEO, "and if there is a leak, it has to leak a lot before it is caught."

The company recently opened a new round of funding.

Sugar Land-based Commtrex

Photo via commtrex.com

The only open, electronic marketplace for rail shippers and asset providers is right in Houston's backyard of Sugar Land. Commtrex makes communications and connections between these transportation entities more efficient and better executed.

"Commtrex's asset management tools and market data is based on real transactions, and benefits our member companies with engagement efficiencies and financial insights," reads the website.

Houston-based Zenus

Photo via zenus-biometrics.com

Let's face it, face recognition is the future of identification, and Zenus has an award-winning technology to move the needle. Utilizing face recognition doesn't need to compromise privacy.

"We are a leading provider of face recognition software," reads the website. "Our cloud-based service can search a database of faces within a blink of an eye and it can be seamlessly integrated into any application."

Houston-based 3GiG

Photo via 3-gig.com

3GiG is a one-stop shop software company for the "oval office" needs of oil and gas companies. Energy leaders can use the services to manage projects, prospects, and more. President and CEO Kandy Lukats compares her company's services to the trending meal kits — like Blue Apron or Hello Fresh —Americans have been crazy about — all the ingredients sent right to your door.

"We believe we've found the niche between the freezer section and doing it yourself," she says.

Austin-based Towny

Photo via towny.com

This Austin company is making it more appealing to shop local. Towny looks to work in cities with under a million residents. The tool is for small, consumer-focused businesses to market their store to consumers. The small business owners pay a flat monthly rate to utilize digital marketing tools from the convenience of their phones.

Towny is already in five towns with 500 clients, says CEO Nathan Baumeister. In January, the company's monthly revenue was $17,000, but for the last two months, the tool has raked in $90,000 monthly.

"We've built a branding, mobile-first platform, where we've taken all these technologies and tactics and put it together in one package at the affordable price of $199 per month," he says.

Dallas-based CommandHound

Photo via commandhound.com

CommandHound is a B2B software that tracks employee tasks and responsibilities. It reminds users on assigned duties and keeps a record of work outcomes for later performance reviews.

"Our ultimate solution is to turn every organization into a high-performance organization through accountability," says Rene Larrave, chairman and CEO. "It's a checklist on steroids."

Houston-based SecurityGate

Photo via securitygate.io

SecurityGate is disrupting the cyber compliance and the cyber regulation market by providing cyber risk assessments at a faster rate than a human auditor could. The software analyzes data, identifies potential cyber security risks, and communicates with the company how to address the threats.

"No matter what industry vertical you're in, every single supply chain out there is worries about supply chain cyber security," says CEO Ted Gutierrez. "And the problem with that, is everyone is doing it manually."

Houston-based DeepCast.ai

Photo via deepcast.ai

Using artificial intelligence and physics, DeepCast.ai can automate operations for industrial companies.

"We simply integrate with system solutions, try to clean and facilitate the data using AI models important to the oil and gas industry," says Arturo Klie, chief technology officer and senior software engineer. "Once the data is clean, we apply our business-informed AI models to solve and provide forecasting real time and analytics.

Ad Placement 300x100
Ad Placement 300x600

CultureMap Emails are Awesome

Tech giant Apple doubles down on Houston with new production facility

coming soon

Tech giant Apple announced that it will double the size of its Houston manufacturing footprint as it brings production of its Mac mini to the U.S. for the first time.

The company plans to begin production of its compact desktop computer at a new factory at Apple’s Houston manufacturing site later this year. The move is expected to create thousands of jobs in the Houston area, according to Apple.

Last year, the Cupertino, California-based company announced it would open a 250,000-square-foot factory to produce servers for its data centers in the Houston area. The facility was originally slated to open in 2026, but Apple reports it began production ahead of schedule in 2025.

The addition of the Mac mini operations at the site will bring the footprint to about 500,000 square feet, the Houston Chronicle reports. The New York Times previously reported that Taiwanese electronics manufacturer Foxconn would be involved in the Houston factory.

Apple also announced plans to open a 20,000-square-foot Advanced Manufacturing Center in Houston later this year. The project is currently under construction and will "provide hands-on training in advanced manufacturing techniques to students, supplier employees, and American businesses of all sizes," according to the announcement. Apple opened a similar Apple Manufacturing Academy in Detroit last year.

Apple doubles down on Houston with new production facility, training center Photo courtesy Apple.

“Apple is deeply committed to the future of American manufacturing, and we’re proud to significantly expand our footprint in Houston with the production of Mac mini starting later this year,” Tim Cook, Apple’s CEO, said in the news release. “We began shipping advanced AI servers from Houston ahead of schedule, and we’re excited to accelerate that work even further.”

Apple's Houston expansion is part of a $600 billion commitment the company made to the U.S. in 2025.

Houston energy trailblazer Fervo taps into hottest reservoir to date

Heating Up

Things are heating up at Houston-based geothermal power company Fervo Energy.

Fervo recently drilled its hottest well so far at a new geothermal site in western Utah. Fewer than 11 days of drilling more than 11,000 feet deep at Project Blanford showed temperatures above 555 degrees Fahrenheit, which exceeds requirements for commercial viability. Fervo used proprietary AI-driven analytics for the test.

Hotter geothermal reservoirs produce more energy and improve what’s known as energy conversion efficiency, which is the ratio of useful energy output to total energy input.

“Fervo’s exploration strategy has always been underpinned by the seamless integration of cutting-edge data acquisition and advanced analytics,” Jack Norbeck, Fervo’s co-founder and chief technology officer, said in a news release. “This latest ultra-high temperature discovery highlights our team’s ability to detect and develop EGS sweet spots using AI-enhanced geophysical techniques.”

Fervo says an independent review confirms the site’s multigigawatt potential.

The company has increasingly tapped into hotter and hotter geothermal reservoirs, going from 365 degrees at Project Red to 400 degrees at Cape Station and now more than 555 degrees at Blanford.

The new site expands Fervo’s geologic footprint. The Blanford reservoir consists of sedimentary formations such as sandstones, claystones and carbonates, which can be drilled more easily and cost-effectively than more commonly targeted granite formations.

Fervo ranks among the top-funded startups in the Houston area. Since its founding in 2017, the company has raised about $1.5 billion. In January, Fervo filed for an IPO that would value the company at $2 billion to $3 billion, according to

Axios Pro.

---

This article originally appeared on EnergyCapitalHTX.com.

11 Houston researchers named to Rice innovation cohort

top of class

The Liu Idea Lab for Innovation and Entrepreneurship (Lilie) has named 11 students and researchers with breakthrough ideas to its 2026 Rice Innovation Fellows cohort.

The program, first launched in 2022, aims to support 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.

The eleven 2026 Innovation Fellows are:

Ehsan Aalaei, Bioengineering, Ph.D. 2027

Professor Michael King Laboratory

Aalaei is developing new therapies to prevent the spread of cancer.

Matt Lee, Bioengineering, Ph.D. 2027

Professor Caleb Bashor Laboratory

Lee’s work uses AI to design the genetic instructions for more effective therapies.

Thomas Howlett, Bioengineering, Postdoctoral 2028

Professor Kelsey Swingle Laboratory

Howlett is developing a self-administered, nonhormonal treatment for heavy menstrual bleeding.

Jonathan Montes, Bioengineering, Ph.D. 2025

Professor Jessica Butts Laboratory

Montes and his team are developing a fast-acting, long-lasting nasal spray to relieve chronic and acute anxiety.

Siliang Li, BioSciences, Postdoctoral 2025

Professor Caroline Ajo-Franklin Laboratory

Li is developing noninvasive devices that can quickly monitor gut health signals.

Gina Pizzo, Statistics, Lecturer

Pizzo’s research uses data modeling to forecast crop performance and soil health.

Alex Sadamune, Bioengineering, Ph.D. 2027

Professor Chong Xie Laboratory

Sadamune is working to scale the production of high-precision neural implants.

Jaeho Shin, Chemistry, Postdoctoral 2027

Professor James M. Tour Laboratory

Shin is developing next-generation semiconductor and memory technologies to advance computing and AI.

Will Schmid, Electrical and Computer Engineering, Postdoctoral 2025

Professor Alessandro Alabastri Laboratory

Schmid is developing scalable technologies to recover critical minerals from high-salinity resources.

Khadija Zanna, Electrical and Computer Engineering, Ph.D. 2026

Professor Akane Sano Laboratory

Zanna is building machine learning tools to help companies deploy advanced AI in compliance with complex global regulations.

Ava Zoba, Materials Science and Nano Engineering, Ph.D. 2029

Professor Christina Tringides Laboratory

Zoba is designing implantable devices to improve the monitoring of brain function following tumor-removal surgery.

According to Rice, its Innovation Fellows have gone on to raise over $30 million and join top programs, including The Activate Fellowship, Chain Reaction Innovations Fellowship, the Texas Medical Center’s Cancer Therapeutics Accelerator and the Rice Biotech Launch Pad. Past participants include ventures like Helix Earth Technologies and HEXASpec.

“These fellows aren’t just advancing science — they’re building the future of industry here at Rice,” Kyle Judah, Lilie’s executive director, said in a news release. “Alongside their faculty members, they’re stepping into the uncertainty of turning research into real-world solutions. That commitment is rare, and it’s exactly why Lilie and Rice are proud to stand shoulder-to-shoulder with them and nurture their ambition to take on civilization-scale problems that truly matter.”