Liminal

Liminal is a cutting-edge platform designed to enhance the efficiency and quality of battery manufacturing. It utilizes advanced ultrasound and machine learning technologies to provide real-time insights and analytics during production. This innovative approach enables manufacturers to identify potential defects early, improve productivity, and enhance reliability.

Key features of Liminal include end-to-end automation and integration, allowing seamless incorporation into existing manufacturing systems. The platform offers improved operational safety by using radiation-free ultrasound inspection, eliminating the need for specialized safety zones. It also provides flexibility to adapt to various battery cell types, including NMC, LFP, NCMA, Li-metal, solid state, and Na-Ion chemistries. This adaptability enables manufacturers to standardize inspection processes and apply historical insights to future battery products.

By integrating Liminal's solutions into their operations, manufacturers can significantly reduce scrap rates and operational costs. The platform supports real-time decision-making, enhancing production throughput and overall productivity while aligning with sustainability goals. Its compatibility with diverse battery technologies makes it an essential tool for companies looking to scale their operations efficiently and effectively.