Identification of magnetic Weyl semimetals, in which time-reversal symmetry breaking allows the formation of a single pair of Weyl points in centrosymmetric materials, is a central goal of much experimental work. The topological nature of EuCd2As2, initially predicted and observed to be such a semimetal, has been under vigorous debate, with some recent studies characterizing it as a trivial magnetic semiconductor. Here, using time- and angle-resolved photoemission spectroscopy on ferromagnetically stabilized EuCd2As2, we directly observe a Weyl point 50 meV above the Fermi energy. We subsequently optically induce interband transitions to reveal an unoccupied topological surface state above the Fermi energy, and observe the formation of long-lived noninteracting quasiparticles therein at high excitation densities.