When the streets of Los Angeles flooded with rain last week, some of the city’s residents found themselves feeling sorry for a peculiar object: a food delivery robot floundering in water and debris.

Mercedes’s newest factory companion has four legs and helps keep the plant making Sprinter vans running efficiently. If you’ve ever watched videos of a car factory, you likely know that robots play a ...