I haven't yet made the move but I researched it beforehand. Medicare Part A comes for free. You have to pay for parts B and D, and you have to request that they do so. My guess is there's a process to ask them to stop, but better never to start. It's an issue for a few years down the road.

My spouse has kept her company insurance and so does not pay part B or part D.