TMTPOST — Chinese autonomous driving technology enterprise Momenta has deployed self-driving delivery vehicles in Suzhou, marking its operational expansion into autonomous urban logistics. The deployment of autonomous vans, running continuously across city streets for several months, signals a strategic broadening beyond the developer's core passenger vehicle driver-assistance platforms and robotaxi fleets. By adapting its unified physical artificial intelligence foundation model—which integrates perception, motion planning, and long-tail simulation software—Momenta aims to address last-mile urban freight demands while establishing recurring commercial logistics revenues. The move aligns with broader industry forecasts projecting total domestic autonomous delivery vehicle deployments in the Chinese mainland to surpass 30,000 units amid growing municipal support for commercial pilot programs. Regulatory momentum and lower commercial deployment thresholds are accelerating the transition of autonomous logistics from controlled trials to scaled operations. Mid-mile and last-mile freight routes present structured operational design domains that allow developers to generate near-term cash flows while training spatial algorithms on diverse traffic edge cases. As automated transport platforms scale across commercial hubs, specialized software providers are increasingly leveraging shared autonomous architectures to address urban delivery labor shortages across domestic logistics networks.