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.

When a customer orders kung pow chicken at the new iWok restaurant by the Texas Medical Center, a robotic system sends small white bowls of pre-cut ingredients to sit next to an electric wok. A metal ...