New health-focused generative AI company emerges from stealth with Houston office, $4M in funding

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Biostate AI has emerged from stealth this week — with $4 million and a mission to design AI products to predict human and animal health changes. Photo via Getty Images

A new scalable biodata foundry startup has emerged from stealth with $4 million in investment funding and two new health care artificial intelligence tools. The company is co-located in Houston and Palo Alto, California.

Biostate AI was co-founded by former Rice Professor David Zhang, who serves as the company's CEO, in 2023. With the launch, the company announced two service products: Total RNA sequencing and Copilot for RNAseq data analysis, Biostate reveals in a press release.

"The successful training of any AI well requires large quantities of relevant and high-quality data," Zhang says in the release. "Biostate AI has developed the instrumental technologies to facilitate the collection of more biological data at lower costs. We are pleased to offer these capabilities to academic and industry partners and collaborators."

The company has raised more than $4 million in venture funding. Matter Venture Partners led the initial round, with participation from Vision Plus Capital, Catapult VC, and the California Institute of Technology through the Caltech Seed Fund. Additional investors included Dario Amodei, CEO of Anthropic; Joris Poort, CEO of Rescale; Michael Schnall-Levin, CTO of 10X Genomics; and Emily Leproust, CEO of Twist Bioscience.

"AI is the next frontier and AI needs data, and biological data is a lot harder to get than text or images. We are excited about the potential for Biostate's technology to dramatically lower the cost of collecting RNAseq datasets," adds Haomiao Huang, founding partner at Matter Venture Partners, in the release. "As a US company, Biostate's affordable AI-embedded CRO services are much needed today as the supply of preclinical research services shrinks due to geopolitical tensions."

With an ultimate goal of designing AI products to predict human and animal health changes, Biostate AI is looking to partner with academic researchers, hospital biorepositories, and pharma and other biotech companies.

In addition to its two launched products, Biostate AI has filed nine pending patents on its technologies and is collaborating with Twist Bioscience and California Institute of Technology.

With its official launch, Biostate AI also debut OmicsWeb Copilot, a conversational AI that aids biologists in and visualizing data. Using large-language models, the platform provides access to over 1000 unique RNAseq datasets collected by the Biostate team.

"Bioinformatic analysis of RNAseq and other omics data is a highly complex, multi-step process that currently takes many hours of dedicated specialized programming," explains Ashwin Gopinath, co-founder and CTO of Biostate AI, in the release. "As we scaled up our RNAseq data collection in the past year, we started building OmicsWeb Copilot as an internal tool to help our scientists make sense of the data. And then we realized other people may also find this tool useful, so we're opening it up to the general public for free."

Biostate is asking those interested in collaboration to reach out at partnerships@biostate.ai.

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

Houston home tech startup emerges from stealth with $10M series A round

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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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Texas universities develop innovative open-source platform for cell analysis

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What do labs do when faced with large amounts of imaging data? Powerful cloud computing systems have long been the answer to that question, but a new riposte comes from SPACe.

That’s the name of a new open-source image analysis platform designed by researchers at Baylor College of Medicine, Texas A&M University and the University of Houston.

SPACe, or Swift Phenotypic Analysis of Cells, was created to be used on standard computers that even small labs can access, meaning cellular analysis using images produced through cell painting has a lower barrier to entry than ever before.

“The pharmaceutical industry has been accustomed to simplifying complex data into single metrics. This platform allows us to shift away from that approach and instead capture the full diversity of cellular responses, providing richer, more informative data that can reveal new avenues for drug development,” Michael Mancini, professor of molecular and cellular biology and director of the Gulf Coast Consortium Center for Advanced Microscopy and Image Informatics co-located at Baylor College of Medicine and TAMU Institute for Bioscience and Technology.

SPACe is not only accessible because of its less substantial computational needs. Because the platform is open-source, it’s available to anyone who needs it. And it can be used by academic and pharmaceutical researchers alike.

“The platform allows for the identification of non-toxic effects of drugs, such as alterations in cell shape or effects on specific organelles, which are often overlooked by traditional assays that focus largely on cell viability,” says Fabio Stossi, currently a senior scientist with St. Jude Children’s Research Hospital, the lead author who was at Baylor during the development of SPACe.

The platform is a better means than ever of analyzing thousands of individual cells through automated imaging platforms, thereby better capturing the variability of biological processes. Through that, SPACe allows scientists an enhanced understanding of the interactions between drugs and cells, and does it on standard computers, translating to scientists performing large-scale drug screenings with greater ease.

"This tool could be a game-changer in how we understand cellular biology and discover new drugs. By capturing the full complexity of cellular responses, we are opening new doors for drug discovery that go beyond toxicity,” says Stossi.

And the fact that it’s open-source allows scientists to access SPACe for free right now. Researchers interested in using the platform can access it through Github at github.com/dlabate/SPACe. This early version could already make waves in research, but the team also plans to continually improve their product with the help of collaborations with other institutions.

The Ion names new coworking partner for Houston innovation hub

Where to Work

Rice University subsidiary Rice Real Estate Co. has tapped coworking company Industrious as the new operator of the Ion’s 86,000-square-foot coworking space in Midtown. Industrious replaces WeWork-owned Common Desk in that role.

The Ion, owned by Rice Real Estate and located at 4201 Main St., is a 266,000-square-foot office building and innovation hub in the 16-acre Ion District.

Features of the coworking space include private suites and offices, dedicated desks, phone booths and conference rooms. In 2022, Common Desk said it was expanding the space by 28,000 square feet, bringing it to the current size.

“(Industrious’) unparalleled expertise in delivering quality, hospitality-driven workspaces complements our vision of creating a world-class ecosystem where entrepreneurs, corporations, and academia converge to drive innovation forward,” Ken Jett, president of Rice Real Estate, said in a statement.

Natalie Levine, senior manager of real estate at Industrious, says her company will work with Rice Real Estate “to continue to position the Ion as an invaluable contributor to the growth of Houston’s innovation community.”

Dallas-based commercial real estate services company CBRE said Jan. 14 that it had agreed to acquire Industrious in a deal valued at $400 million.

The Ion is Industrious’ second location in Houston. The company’s other local coworking space is at 1301 McKinney St.

Office tenants at the Ion include Occidental Petroleum, Fathom Fund, Activate, Nauticus Robotics, and Carbon Clean.

Texas ranks among the 5 best states to start a business in 2025

Best for Biz

As one of the largest states in the U.S., it's no surprise Texas is big on business and entrepreneurship. Now the state is earning new praise among WalletHub's 2025 list of "Best & Worst States to Start a Business."

The Lone Star State claimed the No. 4 spot in the report's rankings, proving that Texas is in a much better business shape than it was last year when it earned No. 8 in WalletHub's annual report.

The study compared all 50 states across 25 metrics to determine the best places to start, grow, and find success with a new business. Factors that were considered include the number of startups per capita, job growth rates, financing accessibility measures, labor costs and corporate tax rates.

The three states to outperform Texas in the 2025 report are Florida (No. 1), Georgia (No. 2), and Utah (No. 3). Idaho rounded out the top five.

Across the study's three main categories, Texas performed the best in the "business environment" category, earning No. 1 nationally. This section compares the states based on five-year business survival rates, average business revenues growth and more.

Texas ranked No. 12 in the nationwide comparison of "access to resources" – which covers working age population growth, venture investment amounts per capita and other means – and earned a fair No. 34 in the report's "business costs" ranking.

But Texas can still do better with its business friendliness to reclaim a top-three overall ranking, which the state last earned in 2023.

WalletHub analyst Chip Lupo said in the report that it is imperative for potential new business owners to establish their enterprise in a place that can maximize their ability to succeed.

"Around half of all new businesses don’t survive five years, so the idea of becoming a business owner can be daunting, especially with the current high cost of living," Lupo said. "The best states have low corporate tax rates, strong economies, an abundance of reliable workers, easy access to financing and affordable real estate. On top of that, you’ll need to make sure you start in a place with an engaged customer base, if you’re operating locally."

Houston has also proven to be at the top of the destination list for entrepreneurs who are looking for their next venture.

The top 10 best states to start a new business in 2025 are:

  • No. 1 – Florida
  • No. 2 – Georgia
  • No. 3 – Utah
  • No. 4 – Texas
  • No. 5 – Idaho
  • No. 6 – Oklahoma
  • No. 7 – Nevada
  • No. 8 – Colorado
  • No. 9 – Arizona
  • No. 10 – Kentucky
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This story originally appeared on our sister site, CultureMap.

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