- SES AI, an MIT-born battery company, is abandoning EV battery manufacturing to focus on an AI platform called Molecular Universe for materials discovery.
- CEO Qichao Hu states most Western battery companies are 'dead or dying,' driving this radical strategic pivot.
- The AI platform has already identified six new electrolyte materials, including an additive that could improve batteries with silicon anodes.
- This shift reflects a broader crisis in the Western battery industry and could reshape energy geopolitics by concentrating production in Asia.
Qichao Hu, the CEO of SES AI, pulls no punches when describing the battery industry's dire state. He bluntly states that most Western battery companies are either dead or dying. This stark assessment is driving a seismic shift at his Massachusetts-based firm: SES AI, once focused on producing advanced lithium-metal batteries for electric vehicles, is now betting its future on artificial intelligence.
This strategic pivot demonstrates how AI is disrupting traditional industries like batteries, with implications for Western competitiveness and the global energy transition.
The company is dramatically scaling back battery manufacturing for mass markets like EVs, shifting instead to smaller niches like drones. Its core focus is now an AI-powered materials discovery platform called Molecular Universe. This tool aims not only to identify new battery compounds but also to license the software or sell the materials to other industry players.
The Collapse of the EV Battery Dream
SES AI traces its origins to MIT, where Hu conducted graduate research on batteries capable of withstanding extreme temperatures for oil exploration applications. The foundational technology was a solid-state battery with a lithium-metal anode, promising higher energy density. In 2012, Hu founded Solid Energy as an MIT spin-off, initially targeting the burgeoning electric vehicle market.
SES AI ditches EV battery manufacturing, betting its future on an AI platform that could redefine materials innovation.
By 2021, the EV industry was booming, and SES AI collaborated with giants like GM, Hyundai, and Honda. However, the landscape shifted rapidly. EV market growth in the U.S. slowed, partly due to the expiration of federal tax credits in late 2025 under the Trump administration. With demand waning, Hu admits the company had to reassess: "Now we have to look at every market."
Molecular Universe: The AI Bet
Molecular Universe represents the new core of the business. Using artificial intelligence algorithms, the platform has already identified six new electrolyte materials, according to the company. One is an additive that could improve the lifespan of batteries with silicon anodes, a key component prone to swelling during use.
SES AI's approach is dual-pronged: offering the software as a service to other battery companies, and discovering and commercializing patented materials. This model aims to capitalize on growing demand for materials innovation while avoiding the high costs and risks of large-scale manufacturing.
Geopolitical and Market Implications
SES AI's pivot isn't an isolated case. Several U.S. EV battery companies have folded in recent months, reflecting a broader crisis in the Western industry. Hu argues it's nearly impossible for a Western company to build a sustainable business in this sector, dominated by Asian players with cost and supply chain advantages.
“"Almost every Western battery company has either died or is going to die. It's kind of the reality."”
This strategic shift could have significant implications for energy geopolitics. If more Western companies abandon battery manufacturing to focus on AI-driven R&D, physical production may concentrate further in Asia, increasing strategic dependence. However, intellectual property and software could become new competitive battlegrounds.
The Future of Battery Innovation
SES AI's bet on AI for materials discovery mirrors a broader trend in tech: using artificial intelligence tools to accelerate innovation in traditionally slow, costly fields like materials science. Platforms like GLM are demonstrating how AI can transform entire sectors, from content creation to scientific research.
For SES AI, success will hinge on its ability to validate and commercialize materials discovered by Molecular Universe. If it can create superior compounds that solve persistent issues, like silicon anode degradation, it could position itself as a key player in the value chain, even without manufacturing complete batteries.
What to Watch in the Coming Months
Investors and industry observers should monitor several key factors. First, concrete progress from Molecular Universe in terms of patented materials and licensing deals. Second, the evolution of the U.S. EV market, especially under potential policy changes. Third, how other battery companies respond to this AI-driven trend.
“Markets are always looking at the future, not the present.”
— MIT Technology Review
The SES AI case serves as a reminder that in high-tech industries, adaptability is crucial. What started as a project for oil exploration batteries, evolved into an EV dream, and now reinvents itself as an AI company, shows how survival often requires bold pivots.