Let X be a Stein manifold of complex dimension \(n>1\) endowed with a Riemannian metric \({\mathfrak {g}}\) . We show that for every integer k with \(\left[ \frac{n}{2}\right] \le k \le n-1\) there is a nonsingular holomorphic foliation of dimension k on X all of whose leaves are closed and \({\mathfrak {g}}\) -complete. The same is true if \(1\le k<\left[ \frac{n}{2}\right] \) provided that there is a complex vector bundle epimorphism \(TX\rightarrow X\times {\mathbb {C}}^{n-k}\) . We also show that if \({\mathcal {F}}\) is a proper holomorphic foliation on \({\mathbb {C}}^n\) \((n>1)\) then for any Riemannian metric \({\mathfrak {g}}\) on \({\mathbb {C}}^n\) there is a holomorphic automorphism \(\Phi \) of \({\mathbb {C}}^n\) such that the image foliation \(\Phi _*{\mathcal {F}}\) is \({\mathfrak {g}}\) -complete. The analogous result is obtained on every Stein manifold with Varolin’s density property.