Both can prevent flooding, but trench drains focus on surface water, while French drains address subsurface ground water. They're often installed along the floor or at the base of exterior doorways.

It’s a reasonable assumption, but those are actually called floor drains ... of soil (exterior systems) or concrete (interior ...