Liminal Insights

Liminal develops a next-generation diagnostic designed to improve the battery performance and safety.


Liminal Insights

Liminal is a battery manufacturing intelligence provider that leverages the power of data and analytics to deliver advanced insights that empower manufacturers. Our mission is to make electric vehicles the default option for any driver. By improving the performance and safety of batteries and decreasing their lifetime costs, Liminal’s solutions address the climate crisis by increasing scalability of e-mobility for battery manufacturers to create a world where EVs are accessible to all drivers.

Our values are trust, curiosity, and empathy. We believe in the good in people. Our inquisitive nature catalyzes innovation, creativity and excellence. We strive to treat everyone with dignity and respect.

Liminal’s battery manufacturing intelligence platform, EchoStat®, leverages proprietary ultrasound and machine learning analytics technology for advanced inspection and process control throughout multiple manufacturing stages. EchoStat provides a non-destructive look inside battery cells, offering a unique and comprehensive analysis of each cell’s physical and electrochemical condition during production.

Based in Emeryville, CA, Liminal was founded in 2015 by top technologists from Princeton University and fellows in the entrepreneurial fellowship program, partnered with Lawrence Berkeley National Laboratory’s Cyclotron Road Division. We are proudly supported by the National Science Foundation, the Department of Energy, and part of the Shell/NREL Game Changer Accelerator.

Liminal Insights
Company Size
11-50 employees
Founded in
Company Type
Social Media
We contribute 5% of every payment to remove CO2 from the atmosphere with Stripe Climate