HyunJ Kim

**From Data to Decarbonization: AI-Driven LCA Solutions for EV Battery Safety and Longevity **Our startup provides an AI-powered platform for electric vehicle (EV) battery lifecycle analysis, focusing on safety, extended battery life, and carbon reduction. By collecting and analyzing real-world driving data across the full battery lifecycle (LCA), we assess residual value, prevent safety risks, and enable second-life applications. This helps reduce demand for new raw materials and supports the transition to a circular and sustainable battery economy. Our solution also contributes to carbon neutrality and environmental peace by minimizing emissions and promoting efficient battery reuse. Currently in the pre-market launch phase, we are collaborating with fleet operators, EV platforms, and deep-tech investors to scale our impact in EV fleet management and certified used battery trade. Through data-driven insights and strategic partnerships, we aim to lead the next generation of smart, sustainable battery solutions in the global green mobility ecosystem. Our technology contributes to peace by promoting environmental sustainability and resource efficiency. Through AI-driven analysis of EV battery lifecycle data, we enable safer and longer-lasting batteries, which supports the reuse and responsible recycling of critical materials. This reduces the global demand for raw material extraction, which is often linked to geopolitical tensions and conflicts. By helping to reduce carbon emissions and accelerate the transition to clean mobility, our solution contributes to a healthier planet and more stable societies. In this way, we believe our technology plays a small but meaningful role in building a more peaceful and sustainable future.