This presentation shows how GenAI can be leveraged for cybersecurity risk management in alignment with the automotive cybersecurity standard ISO21434. The audience will get an understanding of how Large Language Models can be fine-tuned and tailored to assist the creation of threat analysis and risk assessment (TARA). The talk concludes with key results from our industrial case study and takeaways