  We obtain an order sharp estimate for the distance from a given bounded
operator $A$ on a Hilbert space to the set of normal operators in terms of
$\|[A,A^*]\|$ and the distance to the set of invertible operators. A slightly
modified estimate holds in a general $C^*$-algebra of real rank zero.
