A Houston startup has launched to keep an eye on your AC to predict and prevent outages and issues. Photo courtesy of SmartAC.com

It can get hot as Hades in Houston during the summer, and a new Houston startup is using machine learning and technology to ensure that users can count on their air conditioning units to stay up and running during the heat.

Houston-based SmartAC.com has emerged from stealth mode with $10 million in funding from a series A investment round. The company's technology focuses on maintaining air conditioning and heating (HVAC) health before a major service issue occurs.

"Over 70 million homes have central air in the U.S., making indoor comfort a regular way of life. People don't often think about their HVAC systems, taking it for granted, until the day the AC or heat goes out," says Josh Teekell, CEO and founder of SmartAC.com, in a news release. "These systems require regular upkeep, and when they aren't maintained, costs can get out of hand. SmartAC.com's offer is simple; we care about your AC so you don't have to."

The company's technology combines three hardware sensors — which users can install themselves — and machine learning software to analyze data to predict service issues. The comfort sensor monitors the temperature of the air coming out of the unit, the filter sensor tracks the lifespan of air filters by tracking pressure and airflow, and the water sensor protects against leaks and clogs.


The three SmartAC.com sensors are magnetic and easy to install. Photo courtesy of SmartAC.com

All three sensors are linked by SmartAC.com Hub, which sends data from the sensors to the cloud and the SmartAC.com app to translate the data into recommendations to help users reduce costs and get ahead of issues.

"The average AC replacement cost is $7,500 — an expense that can be a huge burden on homeowners. Caring for these assets is inconvenient and oftentimes confusing, resulting in 80 percent of homeowners skipping the recommended maintenance on their AC systems," says Andrew Fuselier, SmartAC.com's COO, in a news release. "It's time to digitize the AC ownership experience to solve a decades old problem. SmartAC.com was formed in stealth mode with feedback from thousands of homeowners, so we're thrilled to finally show the world what we've built."

In addition to working directly with consumers, SmartAC.com has teamed up with HVAC service providers.

"SmartAC.com is a total game-changer," says David Lewis of Mission AC in a news release. "Our clients love the additional transparency and the technology allows us to improve our service speed and quality because, for the first time, we have real-time data on the systems we service."

The data from the sensors is analyzed and sent to users via the smart phone app. Photo courtesy of SmartAC.com

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Baylor, Rice win $500,000 to launch humanities-driven health AI center

ethical AI

Baylor College of Medicine and Rice University have been awarded a $500,000 grant from the National Endowment for the Humanities (NEH) to create the Center for Humanities-based Health AI Innovation (CHHAIN).

The new center and three-year initiative aims to create ethically responsible and trustworthy AI for health care that uses history and patient narratives to shape the technology, according to a release. It represents a collaboration between the Center for Medical Ethics and Health Policy at Baylor and the Medical Humanities Research Institute at Rice. Ultimately, the researchers aim to establish a national model for integrating the humanities into the design and implementation of health AI.

Vasiliki Rahimzadeh, assistant professor at Baylor in the Center for Medical Ethics and Health Policy, and Kirsten Ostherr, director of the Medical Humanities Research Institute at Rice, will serve as co-directors of the new center, which will be housed within the Center for Medical Ethics.

The team will also engage in strategic collaborations with Kirstin Matthews, Rice’s Baker Institute for Public Policy and its fellow in science and technology policy, as well as Dr. Quianta Moore, executive director of the Meadows Mental Health Policy Institute. An interdisciplinary team of medical humanities and bioethics scholars from Baylor, Rice, and partners in the Houston area will complete the group.

“CHHAIN represents a bold new model for integrating the humanities into health innovation,” Ostherr said in a news release. “It will create a collaborative space where humanities scholars, patients, developers and clinicians can come together to explore the human dimensions of health AI—trust, narrative and lived experience. These are essential perspectives that are too often missing from technology development, and CHHAIN is designed to change that."

CHHAIN’s work will revolve around three key points:

  • Defining trustworthy AI through patient voices
  • Translating humanities insights into clinical AI settings
  • Public engagement and policy translation

“For AI to truly improve health outcomes, it must be designed with patient trust and wellbeing at its core,” Rahimzadeh said in the news release. “CHHAIN will provide a dedicated space to explore critical bioethics questions, such as how we ensure AI respects patient autonomy, addresses the needs of underserved communities and integrates meaningfully into clinical care. Our goal is to translate these insights into real-world health settings where AI is already shaping patient experiences."

CHHAIN's research mission was also developed thanks to pilot funding from the Margaret M. and Albert B. Alkek Department of Medicine at Baylor and a grant from Rice's Provost's TMC Collaborator Fund.

Texas A&M, the University of North Texas and the University of Texas at El Paso were also home to some of the 97 projects that received a portion of the $34.79 million in fundning from the NEH. See the full list here.

Houston booms as No. 2 U.S. market for retail construction in 2025

Construction Zone

Get ready for a gigantic cartload of new shopping opportunities in Houston. A new report indicates the equivalent of 21 Walmart supercenters is under construction in the region.

The report, published by commercial real estate services provider Lee & Associates, says Houston has nearly 3.9 million square feet of retail space under construction, making it the second most active market for new retail space in the U.S.

To put that in perspective, given the average Walmart supercenter measures 182,000 square feet, the 3.9 million-square-foot total would work out to 21 new supercenters being built in the region.

Dallas-Fort Worth is by far the most active U.S. market for new retail space; DFW leads more than 60 U.S. retail markets with nearly 7.15 million square feet of space under construction. The amount of retail space going up in DFW represents 15 percent of all retail space under construction in the more than 60 U.S. markets tracked by Lee & Associates.

Houston and Austin aren’t too far behind Dallas-Fort Worth, though.

Third-ranked Austin area has more than 3.4 million square feet of retail space being built.

What’s behind the surge in retail construction across Texas? Population growth.

Data recently released by the U.S. Census Bureau shows Houston was the second-fastest-growing metro from 2023 to 2024. DFW was the country’s third-fastest-growing metro from 2023 to 2024, based on the number of new residents, and Austin landed at No. 13.

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This article originally appeared on CultureMap.com.

Intuitive Machines to acquire NASA-certified deep space navigation company

space deal

Houston-based space technology, infrastructure and services company Intuitive Machines has agreed to buy Tempe, Arizona-based aerospace company KinetX for an undisclosed amount.

The deal is expected to close by the end of this year, according to a release from the company.

KinetX specializes in deep space navigation, systems engineering, ground software and constellation mission design. It’s the only company certified by NASA for deep space navigation. KinetX’s navigation software has supported both of Intuitive Machines’ lunar missions.

Intuitive Machines says the acquisition marks its entry into the precision navigation and flight dynamics segment of deep space operations.

“We know our objective, becoming an indispensable infrastructure services layer for space exploration, and achieving it requires intelligent systems and exceptional talent,” Intuitive Machines CEO Steve Altemus said in the release. “Bringing KinetX in-house gives us both: flight-proven deep space navigation expertise and the proprietary software behind some of the most ambitious missions in the solar system.”

KinetX has supported deep space missions for more than 30 years, CEO Christopher Bryan said.

“Joining Intuitive Machines gives our team a broader operational canvas and shared commitment to precision, autonomy, and engineering excellence,” Bryan said in the release. “We’re excited to help shape the next generation of space infrastructure with a partner that understands the demands of real flight, and values the people and tools required to meet them.”

Intuitive Machines has been making headlines in recent weeks. The company announced July 30 that it had secured a $9.8 million Phase Two government contract for its orbital transfer vehicle. Also last month, the City of Houston agreed to add three acres of commercial space for Intuitive Machines at the Houston Spaceport at Ellington Airport. Read more here.