Aatonomy sees autonomous vehicles as inefficient and unsafe. That's why the Houston startup is doing something differently. Sean Pavone/Getty Images

When there isn't a global pandemic, nearly 7 million people drive around Houston, and an estimated 77,000 people commute for more than an hour and a half to work. Drivers spend $1,376 and waste 31 gallons of fuel a year — to sit in traffic for what adds up to 75 hours each year.

When Wilson Pulling moved to the city two summers ago, he set out to fix all that traffic-sitting using autonomously driven cars, but not the high-priced ones that Uber and Tesla have designed. These are your regular, three- or four-year-old Honda Civics and Kia Sorentos — the cars you already own.

In 2016, Pulling founded had Aatonomy with his partner, Yang Hu, based on their thesis work from Cornell's Computer Science program. Moving the company south after two years operating out of San Francisco, they aimed not to build the self-driving car of the future, but to make the cars that Houstonians are wading through congested freeways in today drive themselves.

"Everyone doesn't get to buy a Tesla. They're driving their Corollas," Pulling says. "The way autonomy is going right now, that person is never going to benefit. We are the only way."

The company's technology attaches a wireless receiver to the car, which has to be from at least 2016 to work with them. Then, Aatonomy places sensors all along the roads and streetlights. The sensors and receiver communicate with each other, and enable autonomous driving.

Imagine, Pulling says, a 30-mile of I-45 with Aatonomy's sensors. You'd roar up the freeway, handling the controls. Then, the car's computer, under guidance from Aatonomy's network of sensors, would take over. You'd sit back, the car will navigate the traffic along with the other cars — and if all the cars are autonomous, Pulling says, the algorithm could slash congestion. When your car exits the freeway, you'd take back control.

That stretch of freeway would cost $26 million for 200,000 commuters across Houston, Pulling says, but other self-driving cars cost around $250,000 per vehicle — summing up to $50 billion for those same commuters. And Pulling says the Aatonomy system is a safer bet than the way Uber's autonomous driving. Uber's car once killed a pedestrian because, somehow, the company didn't program it to avoid people jaywalking. But because Aatonomy will manage sensors all over the street, the company will be able to monitor potential accidents more quickly than an Uber car would.

"This is a really radically different approach to a technology that, frankly, a lot of people have lost a lot of faith in," Pulling says.

Aatonomy's approach requires a smart city commitment — but the city of Houston is already buying in. First, Aatonomy, a member of the Ion Smart and Resilient Cities accelerator's inaugural cohort, got a short-term project with Aatonomy and Verizon to mount intersection cameras for studying how to prevent collisions with pedestrians on the Northside.

Additionally, the city has also greenlit a two-year pilot with Aatonomy to automate a bus route in downtown Houston. The aim, Pulling says, is making a "proof-of-concept" before rolling out sensors across I-45 — but it's also to use Houston as proof that autonomous driving can be achieved, but from a different angle than Uber.

"Self driving cars don't work. That's our thesis," Pulling says. "That's why we're building self-driving cities."

The Ion Smart Cities Accelerator program's inaugural cohort is moving into its next phase, and some participating startups earned some cash along the way. Courtesy of Station Houston

Startups take home cash prizes at inaugural Houston accelerator demo day

ion smart cities

The Ion Smart Cities Accelerator wrapped up the first phase of its inaugural program with a demo day this week as the startups move onto the pilot phase.

Over the past three months, the 10 selected startups have been working with mentors and the Station Houston resources to hone their companies within the program's new dedicated space, which includes a prototyping lab. At the demo day, which represents the conclusion of the first part of the Intel- and Microsoft-backed program, the startups presented their companies, what they've accomplished, and where they are headed.

Two companies received $5,000 checks from sponsors. GoKid, a carpooling optimization tool, received a prize from Brex, a credit card for startups. The other big winner was Aatonomy, a self-driving communities technology, which was awarded by Gulf States Toyota.

Ion Accelerator Demo Day F. Carter Smith

The second leg of the journey begins in January with pilot programs for the next six months. According to Christine Galib, director of Ion Smart Cities Accelerator, the companies have 15 pilots in the Houston area that hope to positively affect the lives of Houstonians.

"Our startups' technology focuses on connecting people. And this is what makes Houston truly the smartest city in America," says Galib. "To truly be the smartest city in America, we must continue to focus on how we connect people, and why we connect people, as well as to provide the processes and partnerships for these connections — not only to occur by chance, but also to be sustainable."

Gabriella Rowe, executive director of The Ion, echoed the importance people had on the smart cities equation.

"The great success that this accelerator has experienced over the last three months has really been because of people," she says.

Among those people who received a special shoutout from Rowe were the program's inaugural set of mentors. Several of these mentors introduced each of the startups as they presented.

"All of you opened your calendars, your time, and your wisdom to help these startups, but also to help our city," Rowe says to the crowd, which included the program mentors. "And to express a universal desire to make Houston the best possible city it can be, accessible to all Houstonians in every way as we grow to be that innovation economy and city of the future."

The Ion Smart Cities Accelerator — named for its to-be home, The Ion — announced the 10 companies selected for the first cohort. Courtesy of Rice University

Exclusive: New Houston accelerator reveals its inaugural cohort and announces strategic partner

Smart Cities

The Ion Smart Cities Accelerator launched earlier this year with a goal of engaging startups from around the world to solve some of Houston's most prevalent challenges. Backed by Intel and Microsoft and partnered with the city of Houston and Station Houston, the program has developed a curriculum and selected its first cohort.

Ten startups from around the world — half of which from right here in Houston — were selected to be a part of the program. And narrowing down to 10 was tough for the program's judges, says Christine Galib, director of the Ion Smart Cities Accelerator.

"Selecting the participants for our first cohort was difficult, due to this amazing pool of talent — that's always the problem you want to have," she tells InnovationMap.

The program will be a 10-month process, beginning Wednesday, September 4. The accelerator's Demo Day is scheduled for December 4, and then the participants will complete a pilot program with the city from January to June, Galib says.

Based on the issues the cohort aims to solve — resilience and mobility — the program and the city of Houston decided on Near Northside as a focus for the companies.

"We focused on aligning to the needs of the city of Houston and our spotlight community, Near Northside," Galib says. "We really considered the focus areas that we have identified that were needs or challenges in the area, like aging infrastructure or health and safety."

The entrepreneurs will attend local meetings, connect with the community, and zero in on the neighborhood for solutions. This provides a more accessible avenue of integration for each of the companies' technologies and allows for the entrepreneurs to receive feedback in real time from the community.

"One of my biggest things with the accelerator is technology will be for the people, and not the other way around. We're really hoping that we can build relationships with community members in Near Northside such that they'll be able to have access to our startups and their technology in a very integrated way."

Along with this new neighborhood focus, the program also announced a partnership with the University of Houston.

"We're collaborating with the UH Technology Bridge such that professors, researchers, and startups associated with UH can have a pipeline from the world of academia and research to industry and urban planning," says Galib.

Here are 10 selected startups for the inaugural cohort.

Aatonomy

Houston-based Aatonomy has developed a device that allows for Houston drivers to instal self-driving technology in their own vehicles.

"They're basically Tesla's autopilot — but for cars we already own," Galib says.

The technology makes for safer, smarter driving around town.

AeoShape

Another homegrown company, AeoShape is in the business of compiling data and making it easier to use — from facial analysis to location-based services, the company is taking data and organizing it to more easily use it for finding solutions or strategies.

"Imagine having all the big data served up anywhere at any time in a comprehensive, visual way," Galib says.

BlocPower

Based in New York, BlocPower is connecting the dots in the consumer energy world. The startup links up with government entities, utilities contractors and more to engage IoT, machine learning, and structured finance technology to better provide clean energy in American cities.

"This is pairing the different segments in the building and infrastructure world in a way that makes sense so that they can build in an integrated way," Galib says.

GoKid

Another New York company, GoKid has a solution for carpooling. In a world so conveniently filled with ridesharing technology, busy parents still struggle to find safe rides home for their kids. The free app allows for parents to connect with one another in a way never before been optimized for school pick-up and drop-off.

"We see GoKid really working with our schools here to make ridesharing safer," Galib says. "We really like them because they were a solution for the ridesharing challenge — a lot of parents who might need carpooling services don't necessarily trust an Uber driving that they don't know."

Kriterion

Artificial intelligence company Kriterion is based in South Africa, but will soon call Houston home. The company takes AI a step further in its industry and infrastructure approach.

"We see their platform shaping three areas of Houston: waste management, power system management, and pothole detection and maintenance management," says Galib.

Sensytec

Sensytec comes out of the University of Houston and uses is technology to monitor, analyze, and quantify cement and concrete conditions.

"We thought this was pretty cool to have in our cohort because Houston is quite the concrete jungle," says Galib.

The company was also recently named a top startup in MassChallenge Texas' inaugural Houston cohort.

SlideX

Houston-based SlideX has solutions for everyone's daily struggle: Parking. The company's technology has applications for finding parking in the city — including a 3D map to help direct you — and even for paying for parking.

"They call themselves 'the next generation of intelligent parking,'" Galib says.

Umanity

San Francisco-based Umanity has created a philanthropic supply chain tool. The technology can match and map local nonprofit needs to volunteers and donations, plus provide real-time analytics.

"This is kind of the epitome of doing good and adds a very strong social enterprise and community base component to our startups," says Galib.

Wyzerr

Kentucky startup Wyzerr specializes in easy-to-use surveys.

"We think Wyzerr can provide a good feedback platform where the city of Houston, businesses, and nonprofits can easily engage with people all over the city to find out how satisfied they are with the businesses and services the city provides," Galib says.

The company's technology can be crucial for tracking KPIs and progress.

"When you're creating a Smart City, there are obviously objectives you set for what you consider to be a Smart City, but also there are ways to measure how well you're meeting those objectives," she adds.

Reality IMT

Houston-based Reality IMT is engaging the latest technology tools to digitize infrastructure.

"This really speaks to understanding our infrastructure and ways to make it safer and more efficient, and also understanding the data associated with that," says Galib.

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Houston hospital first in U.S. to use new system for minimally invasive surgery

sharper images

Houston’s Baylor St. Luke’s Medical Center has introduced an innovative new surgical imaging system that will allow surgeons to increase the number of minimally invasive procedures as well as reposition on the fly during operations.

Minimally invasive surgery has been shown across the board to improve patient outcomes with less chance of infection and shorter recovery times compared to traditional open surgery. However, the human body is not exactly easy to work on through small incisions, necessitating the development of state-of-the-art cameras and imaging technology to guide surgeons.

Enter GE HealthCare’s Allia Moveo, now a part of the Baylor St. Luke’s Medical Center operating room. Using cutting-edge technology, it uses the same high-definition imaging usually seen in the catheterization lab at speeds fast enough to respond to shifting surgical conditions. Its cable-free setup allows surgeons to switch positions much faster, and it features advanced 3D imaging that compensates for breathing motion and interference from metal implants.

Its design supports a range of cardiovascular, vascular, non-vascular, interventional and surgical procedures, according to CommonSpirit Health, a nonprofit Catholic health network, of which Baylor St. Luke's is a member.

“This innovative platform enhances how our clinicians navigate complex minimally invasive procedures by improving mobility, image clarity, and workflow efficiency. It strengthens our ability to deliver precise, patient-centered care while supporting our teams with technology designed for the evolving demands of modern interventional medicine,” Dr. Brad Lembcke, president of Baylor St. Luke’s Medical Center, said in a news release from Baylor and the Texas Heart Institute.

Baylor St. Luke’s is the first hospital in the U.S. to use the Allia Moveo technology. The definition and responsiveness of the new system allow surgeons to navigate the body with greater accuracy and smaller incisions, even for very delicate operations.

“Allia Moveo gives us the flexibility and image quality needed to manage increasingly complex minimally invasive procedures with greater confidence,” Dr. Gustavo Oderich, vascular surgeon and professor of surgery at Baylor College of Medicine, added in the release. “The ability to quickly reposition the system, obtain high-quality 3D imaging, and integrate advanced guidance tools directly into the workflow enhances procedural accuracy. This technology supports our mission to push the boundaries of what is possible in endovascular and interventional surgery.”

Houston clocks in as one of the hardest working cities in America

Ranking It

Houston and its residents are proving their tenacity as some of the hardest working Americans in 2026, so says a new study.

WalletHub's annual "Hardest-Working Cities in America (2026)" report ranked Houston the 37th most hardworking city nationwide. H-town last appeared as the 28th most industrious American city in 2025, but it still remains among the top 50.

The personal finance website evaluated 116 U.S. cities based on 11 key indicators across "direct" and "indirect" work factors, such as an individual's average workweek hours, average commute times, employment rates, and more.

The U.S. cities that comprised the top five include Cheyenne, Wyoming (No. 1); Anchorage, Alaska (No. 2); Washington, D.C. (No. 2); Sioux Falls, South Dakota (No. 4); and Irving, Texas (No. 5). Dallas and Austin also earned a spot among the top 10, landing as No. 7 and No. 10, respectively.

Based on the report's findings, Houston has the No. 31-best "direct work factors" ranking in the nation, which analyzed residents' average workweek hours, employment rates, the share of households where no adults work, the share of workers leaving vacation time unused, the share of "engaged" workers, and the rate of "idle youth" (residents aged 16-24 that are not in school nor have a job).

However, Houston lagged behind in the "indirect work factors" ranking, landing at No. 77 out of all 116 cities in the report. "Indirect" work factors that were considered include residents' average commute times, the share of workers with multiple jobs, the share of residents who participate in local groups or organizations, annual volunteer hours, and residents' average leisure time spent per day.

Based on data from The Organisation for Economic Co-operation and Development (OECD), WalletHub said the average American employee works hundreds of more hours than workers residing in "several other industrialized nations."

"The typical American puts in 1,796 hours per year – 179 more than in Japan, 284 more than in the U.K., and 465 more than in Germany," the report's author wrote. "In recent years, the rise of remote work has, in some cases, extended work hours even further."

WalletHub also tracked the nation's lowest and highest employment rates based on the largest city in each state from 2009 to 2024.

ranking

Source: WalletHub

Other Texas cities that earned spots on the list include Fort Worth (No. 13), Corpus Christi (No. 14), Arlington (No. 15), Plano (No. 17), Laredo (No. 22), Garland (No. 24), El Paso (No. 43), Lubbock (No. 46), and San Antonio (No. 61).

Data for this study was sourced from the U.S. Census Bureau, Bureau of Labor Statistics, U.S. Travel Association, Gallup, Social Science Research Council, and the Corporation for National & Community Service as of January 29, 2026.

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This article originally appeared on CultureMap.com.

With boost from Houston, Texas is the No. 1 state for economic development

governor's cup

Texas is on a 14-year winning streak as the top state for attracting job-creating business location and expansion projects.

Once again, Texas has claimed Site Selection magazine’s Governor’s Cup. This year’s honor recognizes the state with the highest number of economic development projects in 2025. Texas landed more than 1,400 projects last year.

Ron Starner, executive vice president of Site Selection, calls Texas “a dynasty in economic development.”

Among metro areas, Houston lands at No. 2 for the most economic development projects secured last year (590), behind No. 1 Chicago and ahead of No. 3 Dallas-Fort Worth.

In praising Houston as a project magnet, Gov. Greg Abbott cites the November announcement by pharmaceutical giant Lilly that it’s building a $6.5 billion manufacturing plant at Houston’s Generation Park.

“Growth in the Greater Houston region is a great benefit to our state’s economy, a major location for foreign direct investment and key industry sectors like energy, aerospace, advanced manufacturing, and life sciences,” Abbott tells Site Selection. “Houston is also home to one of the largest concentrations of U.S. headquarters for companies from around the world.”

In 2025, Fortune ranked Houston as the U.S. city with the third-highest number of Fortune 500 headquarters (26).

Texas retained the Governor’s Cup by gaining over 1,400 business location and expansion projects last year, representing more than $75 billion in capital investments and producing more than 42,000 new jobs.

Site Selection says Texas’ project count for 2025 handily beat second-place Illinois (680 projects) and third-place Ohio (467 projects). Texas’ number for 2025 represented 18% of all qualifying U.S. projects tracked by Site Selection.

“You can see that we are on a trajectory to ensure our economic diversification is going to inoculate us in good times, as well as bad times, to ensure our economy is still going to grow, still create new jobs, prosperity, and opportunities for Texans going forward,” Abbott says.