The main risk is not whether robots can move; it is whether Serve can convert deployment into dense, profitable, contractually durable usage before
dilution, regulation, or partner leverage erodes value capture. The business has real assets and real operating data, but the margin structure is still being negotiated by utilization, city permissioning, and platform economics.