“AI model inputs can be tagged to VSS signal names upfront” Scaling edge AI across vehicle platforms remains a complex challenge. From compute constraints and legacy architectures to abstraction and toolchains, Steve Stoddard, Principal Product Manager AI at Sonatus, explains where scalability breaks down and what OEMs must prioritise next. Benjamin Müller