Where applicable, we leverage the GoCAV platform as a compact autonomous vehicle for system-level validation, supporting controlled, repeatable scenario-based testing under real-world conditions. It can be integrated into more complex systems, providing rapid access to a pre-developed autonomous platform, reducing setup effort while enabling faster system-level integration and validation across heterogeneous platforms.