
dox helps battery makers and EV manufacturers predict battery failures and shorten testing cycles using AI-driven models. The company applies machine learning and predictive-maintenance algorithms to analyze battery test data and usage patterns for early fault detection and lifespan estimation. dox operates as a B2B SaaS platform serving battery manufacturers and EV OEMs, integrating with testing systems and engineering workflows. The technology targets warranty cost reduction, lower battery waste, and faster validation in the automotive and energy storage markets.

dox helps battery makers and EV manufacturers predict battery failures and shorten testing cycles using AI-driven models. The company applies machine learning and predictive-maintenance algorithms to analyze battery test data and usage patterns for early fault detection and lifespan estimation. dox operates as a B2B SaaS platform serving battery manufacturers and EV OEMs, integrating with testing systems and engineering workflows. The technology targets warranty cost reduction, lower battery waste, and faster validation in the automotive and energy storage markets.