Highly Automated Driving

Highly Automated Driving (HAD) refers to vehicles capable of monitoring the environment and managing driving tasks without human intervention under specific conditions, as defined by SAE International (Levels 4 and 5). This technology requires a paradigm shift in risk management, moving from human-centric safety to AI-centric reliability. It necessitates the integration of ISO 26262 (Functional Safety), ISO 21448 (SOTIF), and UNECE WP.29 cybersecurity regulations. The core challenge lies in managing the complexity of AI decision-making, ensuring the system can handle edge cases and cyber threats without human oversight, which requires a robust combination of safety, security, and ethical considerations in the design process.

Implementation of HAD risk management follows a three-stage approach: First, Scenario-Based Risk Assessment using ISO 21448 to identify AI perception and decision-making limitations. Second, Cybersecurity Lifecycle Management based on ISO/SAE 21434, ensuring secure OTA updates and V-model development processes. Third, Continuous Monitoring and Incident Response, where fleet data is used to detect AI model drift or cyber ownership-of-vehicle attacks. For example, a Taiwan-based Tier 1 supplier implementing TISAX compliance can reduce compliance-related delays by 25% and mitigate the risk of mass recalls by up to 40% through proactive threat-and-vulnerability analysis (TARA) and rigorous validation protocols.

Taiwan enterprises face three primary challenges: Regulatory Fragmentation, AI Explainability, and Talent Scarcity. To overcome regulatory fragmentation, companies must adopt a 'super-set' compliance strategy, aligning with both European TISAX and Japanese-specific standards. For AI explainability, integrating Bayesian networks or fuzzy logic into the FMEA process can provide a quantitative basis for AI safety arguments. Finally, the talent gap can be addressed by partnering with specialized consultants like Winners Consulting Services Co., Ltd., who provide turnkey solutions for AI risk management,-adjusted for the unique needs of Taiwan's automotive manufacturing ecosystem, typically within a 90-day implementation window.

Winners Consulting Services Co., Ltd. specializes in Highly Automated Driving for Taiwan enterprises, delivering compliant management systems within 90 days. Free consultation: https://winners.com.tw/contact