Description: Operationalizing an Architecture-Centric Cybersecurity Management approach that is supported with AI-Assistance. Why architecture-centric matters: Context + Traceability. Unifying security activities across the vehicle lifecycle from system/threat modeling and risk assessment/treatment to validation/test, continuously managed compliance reporting, supply chain security and vulnerability mapping & incident management to operationalize controls into monitoring. This presentation will also be linked with and reference a technical whitepaper that will be provided. Overview: SDV Challenge & Regulatory Context Architecture-Centric CSMS Concepts Core Workflows (TARA, SBOM, Testing) Operationalization (Controls -> SEvs -> VSOC) Governance + Evidence (Catalog, Policy, Compliance, AI-Assistance)