We derive and solve numerically self-consistent flow equations for a genera
l O(N)-symmetric effective potential without any polynomial truncation. The
flow equations combined with a sort of a heat-kernel regularization are ap
proximated in next-to-leading order of the derivative expansion. We investi
gate the method at finite temperature and study the nature of the phase tra
nsition in detail. Several beta functions, the WilsonFisher fixed point in
three dimensions for various N are analyzed and various critical exponents
beta, nu, delta and eta are independently calculated in order to emphasize
the reliability of this novel approach.