Two very different problems
A sump pump that never stops can mean one of two things. Either something in the pump setup is broken, or the ground under your house is full of water and the pump is doing its job nonstop. In Madison, the second one is more common than most people expect.
Finding out which one you have is the first step, and you can often tell in ten minutes.