Before worrying about what comes next, first find out what the actual oil pressure is using a mechanical pressure gauge. It could just be a bad oil pressure switch.
A new oil pressure switch is dirt cheap.
The oil pressure switch closes below 7 psi.
Look for a round body with a single wire...