Some do:

https://en.wikipedia.org/wiki/Cirrus_Airframe_Parachute_Syst...

Funny, I put parachutes on my airplanes in kerbal space program (as a safety feature) but never considered what the real-life analogue to that would be. Turns out it's very similar!