The paper is concerned with an infinite-dimensional Hamilton-Jacobi equation. This equation is related to boundary control problems of Dirichlet type for semilinear parabolic systems. The viscosity solution approach is adapted to the equation under consideration, using the properties of fractional powers of generators of analytic semigroups. An existence-and-uniqueness result for such problem is obtained.