The corporate additionally shifted its chemistry focus, and in 2022 it introduced a battery with a silicon anode slightly than a lithium steel one. That shift may assist make the battery simpler to fabricate.
Since then, progress within the EV market has slowed, not less than within the US, partly due to main pullbacks in funding from the Trump administration. EV tax credit for drivers, a key piece of help pushing People towards electrical choices, resulted in late 2025. With the marketplace for massive electrical vehicles in hassle, Hu says, “now we have now to take a look at each market.”
The AI supplies discovery platform on which it’s pinning a lot of its hopes known as Molecular Universe. The corporate seeks not solely to offer its software program to different battery corporations but in addition to determine new battery supplies and both license them or promote them to these corporations.

COURTESY OF SES AI
The platform has already recognized six new electrolyte supplies, in keeping with the corporate. Hu says one is an additive that would assist enhance the lifetime of batteries with silicon anodes.
One of many challenges with silicon anodes is that they have a tendency to swell loads throughout use, which may trigger bodily injury and forestall environment friendly charging and discharging. To handle the issue, the business usually makes use of a cloth known as fluoroethylene carbonate (FEC), which may help kind an elastic movie on the anode so the battery can nonetheless cost successfully. That additive can degrade at excessive temperatures, although, producing gases that may hurt a battery’s lifetime. The SES platform recognized a compound that works like FEC however doesn’t launch these gases.
The corporate’s lengthy historical past and deep battery information may assist make its platform a useful gizmo, Hu says. He sees the precise mannequin as much less essential than SES’s area experience and information from years of creating and testing batteries.
“By not truly making the bodily battery, we’re truly capable of scale after which generate income quicker,” he says.
However some consultants are skeptical concerning the near-term prospects for AI supplies discovery to revive the business. “New supplies growth, as a lot as we thought that was what folks wished (and, frankly, it needs to be what the cell makers need)—I do not know that that appears to be the true linchpin of the battery business’s progress,” says Kara Rodby, a technical principal at Volta Vitality Applied sciences, a enterprise capital agency that focuses on the power storage business.
Traders are pulling again, and a slowdown in public help is making issues troublesome for some elements of the battery business, she provides: “I don’t know that the flexibility to find any new materials goes to unlock something new for the battery business at this cut-off date.”