Like most of Bavaria Ingolstadt is very safe. Even in the more deprived areas in the north you are unlikely to become the victim of a crime. Use your common sense to avoid risky situations though.
Additional to the free general German emergency lines 112 - General ermegency/Fire, 110 - Police there's a direct line to get an ambulance: +49 841 19222.
