Houston-based NurseDash is the Uber of staffing nursing shifts in medical facilities. Photo via nursedash.com

It's no secret that there's a shortage of nurses nationwide — and in Houston, the situation is no different. As baby boomers reach old age, the need for healthcare is only becoming more dire. Most facilities see a turnover rate of between 30 and 180 percent among nurses, leaving jobs open and shifts in need of being covered. Ideal staffing is a 5:1 patient-to-nurse ratio, but many sites are getting by with more like 8:1.

The solution for most healthcare facilities, whether they're hospitals, doctors offices or nursing homes, is to contact agencies to fill those spots. But agencies charge a high percentage for placement and lack transparency, says Andy Chen, former CFO for Nobilis Health Corporation. That's why he and Jakob Kohl created their app, NurseDash.

"Historically, some local agencies will promise you that they'll have somebody for you at 7 a.m. tomorrow, then start calling their people. They promise they'll send somebody, but they don't even know who it is," says Chen.

"The other thing is [facilities] would typically call multiple agencies so you're kind of on the hook with first-come-first-serve basis. And they were incentivized to say, 'Yes I've got somebody for you,' then find the person rather than finding the right candidate for that particular shift," adds Kohl, a principal at Everwise Healthcare and an attorney.

The two men were convinced that they could do better. They wanted to make sure that high-quality, accredited nurses could match with the medical sites where they were the perfect fit, for shifts that worked for both of them. NurseDash is the platform that makes the idea a reality.

NurseDash launched in 2017 and is the product of Belgian designers and developers in Russia. The project manager for the app is in New York, but official headquarters in Houston's Galleria area, where a staff of five works with the team spread out around the world.

Since its debut, NurseDash has attracted 40 facilities in Houston, including hospitals, surgery centers, and senior living, and about 400 nurses. Chen says he isn't sure just what to call his technology yet, but compares it to the ride hailing of Uber or Lyft and calls it "a virtual bulletin board."

The healthcare site posts shifts that it needs to fill. Nurses who fit the requirements see the availability and can choose what suits their schedules, then apply within the app. Everything takes place within the app, including payment and asking questions about the job. Nurses have already been vetted before they're able to apply, with comprehensive credentialing including license checks and drug screenings. The percentage that NurseDash takes from the transaction is about 30 percent less than an agency would take, says Kohl.

It's clear why medical facilities need such a service, but how does it benefit the nurses? It depends on where they are in their careers. Experienced nurses can pick up extra shifts on top of their full-time jobs, if they so desire. Practitioners returning to the game after having children can find times that work with their busy schedules. And fledgling nurses can use the opportunities to get a foot in the door at hospitals where they'd like to work full-time someday.

"They can work on their schedule, on their terms," says Kohl.

NurseDash has already expanded beyond Houston to northeast Ohio, which the founders say has a similar competitive dynamic to the Houston market. The next goal is to hit the rest of the top 10 largest cities in the United States. The next markets, says Kohl, will roll out at the request of major hospitals with locations both in Houston and those other cities. Ultimately, the goal is to become the go-to marketplace for nurses across the country. One shift at a time, NurseDash is making healthcare better.

Patients about to undergo brain surgery can use VR to see what their surgeon is about to do to their brain. Courtesy of Methodist

5 new technologies enhancing health care at Houston Methodist

game changers

While hospital systems might have a reputation for being slow adaptors to new technologies, Houston Methodist is single-handedly trying to change that theory. From artificial intelligence to virtual reality, the hospital system is making big moves innovating and introducing cutting edge tools and systems.

Houston Methodist's Center for Innovation, which has really developed in the past few months, is lead by Roberta Schwartz — executive vice president, chief innovation officer, and chief executive officer of Houston Methodist Hospital. She says Methodist has always lead the way within health care innovation in Houston.

"I think we're an industry that is transforming itself. We're either going to be disrupted or we're going to do the disruption ourselves," Schwartz tells InnovationMap in a previous interview. "There's nobody who knows health care better than we do, so if we're going to transform the industry, I want that transformation to come from the inside."

Here are five different new programs the hospital has introduced to enhance patient care.

An automated recruiting tool named Mia

Photo via houstonmethodistcareers.org

Hospital recruiting has always posed a problem for a few reasons, but one challenge has been the lack of HR resources available at all hours of the day or night. To help rectify this issue, Methodist has introduced Mia, a 24/7 chatbot that can answer HR questions from potential applicants.

"We find that we are communicating with night nurses at 1 am asking about benefits," Schwartz says. A lot of the people we are trying to recruit are working at night when we don't have HR staff in the office all night long."

Methodist is one of five in the country to launch the recruiting chatbot. The initial pilot is focused on recruiting medical surgical nurses and medical assistants. In just four months, Mia has chatted with over 800 prospective employees resulting in over 20 hires.

Pre- and post-op automated information

Photo via caresense.com

A crucial time for patients is immediately before and after surgeries or procedures, but doctors and medical staff usually has the most trouble keeping track of patients during these times.

CareSense automated program offers reminders and monitoring questions that better connects the patients with the hospital. In the three months the pilot has been running, nearly 500 Houston Methodist surgical patients reported extremely high satisfaction and over 75 percent of patients are engaged with the program.

Currently, CareSense works with Houston Methodist patients undergoing certain total joint replacement, colorectal, spine, and cardiac procedures. The technology can send texts, emails, website, and video links before and after the procedure. Early data has seen a reduction in missed appointments, lower surgical cancellations, and increased patient compliance. Up next is an expansion into various clinical areas, including mental health, interventional radiology, and oncology.

Virtual reality technology for brain surgeries

Patients about to undergo brain surgery can use VR to see what their surgeon is about to do to their brain. Courtesy of Methodist

Houston Methodist Hospital is channeling a Magic School Bus episode with new VR technology that allows neurosurgical patients and their family members to essentially walk through their brains ahead of their surgeries.

The patient wears a virtual reality headset and gets a 360 degree view of their brain, and the neurosurgeon can walk the patient through the surgery process. According to a release from Houston Methodist, the technology is the first of its kind that combines fighter jet flight simulation with patients' anatomy scans from MRI, CT, and/or DTI processes to make a 3D model.

Virtual urgent care

Screenshot via App Store

Houston Methodist recently went mobile, Schwartz says. About 77 percent of patients are interested in virtual access to physicians, according to the Advisory Board's 2017 Virtual Visits Consumer Choice Survey that included over 5,000 patients across the country — and 19 percent of patients have already engaged with doctors virtually.

"We live in a technology-driven age where people want easy access to services and they are open to seeing a provider via video. With virtual urgent care, a patient can get help for minor illnesses from the comfort of their own home," says Schwartz in a release.

The new MyMethodist app provides a platform for patients to contact doctors virtually, as well as medical records, test results, bill payments, prescription services and more. Some of the conditions included in virtual treatment are cold/flu symptoms, pink eye, skin infections/rash, allergies, cough/fever/headache, and upper respiratory infections.

Scheduling tool partnership with Next Level Urgent Care and Blockit

Photo via nextlevelurgentcare.com

In an emergency situation, a patient might opt for an urgent care center over a hospital visit. Houston Methodist wants to connect the dots in that case in order to best serve its patients. A partnership between Blockit, Next Level Urgent Care, and Methodist has emerged to allow for easier access to follow-up appointments with orthopedic specialty physicians, and an urgent care patient might leave the facility with his or her follow-up visit already scheduled. In the pilot program's first five months into this pilot, over 120 urgent care patients engaged with the program and made follow up appointments from the facility.


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Houston researchers develop material to boost AI speed and cut energy use

ai research

A team of researchers at the University of Houston has developed an innovative thin-film material that they believe will make AI devices faster and more energy efficient.

AI data centers consume massive amounts of electricity and use large cooling systems to operate, adding a strain on overall energy consumption.

“AI has made our energy needs explode,” Alamgir Karim, Dow Chair and Welch Foundation Professor at the William A. Brookshire Department of Chemical and Biomolecular Engineering at UH, explained in a news release. “Many AI data centers employ vast cooling systems that consume large amounts of electricity to keep the thousands of servers with integrated circuit chips running optimally at low temperatures to maintain high data processing speed, have shorter response time and extend chip lifetime.”

In a report recently published in ACS Nano, Karim and a team of researchers introduced a specialized two-dimensional thin film dielectric, or electric insulator. The film, which does not store electricity, could be used to replace traditional, heat-generating components in integrated circuit chips, which are essential hardware powering AI.

The thinner film material aims to reduce the significant energy cost and heat produced by the high-performance computing necessary for AI.

Karim and his former doctoral student, Maninderjeet Singh, used Nobel prize-winning organic framework materials to develop the film. Singh, now a postdoctoral researcher at Columbia University, developed the materials during his doctoral training at UH, along with Devin Shaffer, a UH professor of civil engineering, and doctoral student Erin Schroeder.

Their study shows that dielectrics with high permittivity (high-k) store more electrical energy and dissipate more energy as heat than those with low-k materials. Karim focused on low-k materials made from light elements, like carbon, that would allow chips to run cooler and faster.

The team then created new materials with carbon and other light elements, forming covalently bonded sheetlike films with highly porous crystalline structures using a process known as synthetic interfacial polymerization. Then they studied their electronic properties and applications in devices.

According to the report, the film was suitable for high-voltage, high-power devices while maintaining thermal stability at elevated operating temperatures.

“These next-generation materials are expected to boost the performance of AI and conventional electronics devices significantly,” Singh added in the release.

Houston to become 'global leader in brain health' and more innovation news

Top Topics

Editor's note: The most-read Houston innovation news this month is centered around brain health, from the launch of Project Metis to Rice''s new Amyloid Mechanism and Disease Center. Here are the five most popular InnovationMap stories from December 1-15, 2025:

1. Houston institutions launch Project Metis to position region as global leader in brain health

The Rice Brain Institute, UTMB's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department will lead Project Metis. Photo via Unsplash.

Leaders in Houston's health care and innovation sectors have joined the Center for Houston’s Future to launch an initiative that aims to make the Greater Houston Area "the global leader of brain health." The multi-year Project Metis, named after the Greek goddess of wisdom and deep thought, will be led by the newly formed Rice Brain Institute, The University of Texas Medical Branch's Moody Brain Health Institute and Memorial Hermann’s comprehensive neurology care department. The initiative comes on the heels of Texas voters overwhelmingly approving a ballot measure to launch the $3 billion, state-funded Dementia Prevention and Research Institute of Texas (DPRIT). Continue reading.

2.Rice University researchers unveil new model that could sharpen MRI scans

New findings from a team of Rice University researchers could enhance MRI clarity. Photo via Unsplash.

Researchers at Rice University, in collaboration with Oak Ridge National Laboratory, have developed a new model that could lead to sharper imaging and safer diagnostics using magnetic resonance imaging, or MRI. In a study published in The Journal of Chemical Physics, the team of researchers showed how they used the Fokker-Planck equation to better understand how water molecules respond to contrast agents in a process known as “relaxation.” Continue reading.

3. Rice University launches new center to study roots of Alzheimer’s and Parkinson’s

The new Amyloid Mechanism and Disease Center will serve as the neuroscience branch of Rice’s Brain Institute. Photo via Unsplash.

Rice University has launched its new Amyloid Mechanism and Disease Center, which aims to uncover the molecular origins of Alzheimer’s, Parkinson’s and other amyloid-related diseases. The center will bring together Rice faculty in chemistry, biophysics, cell biology and biochemistry to study how protein aggregates called amyloids form, spread and harm brain cells. It will serve as the neuroscience branch of the Rice Brain Institute, which was also recently established. Continue reading.

4. Baylor center receives $10M NIH grant to continue rare disease research

BCM's Center for Precision Medicine Models has received funding that will allow it to study more complex diseases. Photo via Getty Images

Baylor College of Medicine’s Center for Precision Medicine Models has received a $10 million, five-year grant from the National Institutes of Health that will allow it to continue its work studying rare genetic diseases. The Center for Precision Medicine Models creates customized cell, fly and mouse models that mimic specific genetic variations found in patients, helping scientists to better understand how genetic changes cause disease and explore potential treatments. Continue reading.

5. Luxury transportation startup connects Houston with Austin and San Antonio

Shutto is a new option for Houston commuters. Photo courtesy of Shutto

Houston business and leisure travelers have a luxe new way to hop between Texas cities. Transportation startup Shutto has launched luxury van service connecting San Antonio, Austin, and Houston, offering travelers a comfortable alternative to flying or long-haul rideshare. Continue reading.

Texas falls to bottom of national list for AI-related job openings

jobs report

For all the hoopla over AI in the American workforce, Texas’ share of AI-related job openings falls short of every state except Pennsylvania and Florida.

A study by Unit4, a provider of cloud-based enterprise resource planning (ERP) software for businesses, puts Texas at No. 49 among the states with the highest share of AI-focused jobs. Just 9.39 percent of Texas job postings examined by Unit4 mentioned AI.

Behind Texas are No. 49 Pennsylvania (9.24 percent of jobs related to AI) and No. 50 Florida (9.04 percent). One spot ahead of Texas, at No. 47, is California (9.56 percent).

Unit4 notes that Texas’ and Florida’s low rankings show “AI hiring concentration isn’t necessarily tied to population size or GDP.”

“For years, California, Texas, and New York dominated tech hiring, but that’s changing fast. High living costs, remote work culture, and the democratization of AI tools mean smaller states can now compete,” Unit4 spokesperson Mark Baars said in a release.

The No. 1 state is Wyoming, where 20.38 percent of job openings were related to AI. The Cowboy State was followed by Vermont at No. 2 (20.34 percent) and Rhode Island at No. 3 (19.74 percent).

“A company in Wyoming can hire an AI engineer from anywhere, and startups in Vermont can build powerful AI systems without being based in Silicon Valley,” Baars added.

The study analyzed LinkedIn job postings across all 50 states to determine which ones were leading in AI employment. Unit4 came up with percentages by dividing the total number of job postings in a state by the total number of AI-related job postings.

Experts suggest that while states like Texas, California and Florida “have a vast number of total job postings, the sheer volume of non-AI jobs dilutes their AI concentration ratio,” according to Unit4. “Moreover, many major tech firms headquartered in California are outsourcing AI roles to smaller, more affordable markets, creating a redistribution of AI employment opportunities.”