A periodically driven 2D lattice hosts anomalous chiral edge modes with no bulk analog — the hallmark of Floquet topological phases. All bulk quasi-energy bands are trivial (Chern number = 0), yet robust chiral edge states traverse the entire quasi-energy zone.