We consider generalized Calderon-Zygmund operators whose kernel takes values in the space of all continuous linear operators between two Banach spaces. In the spirit of the T(1) theorem of David and Journe we prove boundedness results for such operators on vector-valued Besov spaces. (C) 2009 WILEY-VCH Verlag GmbH & Co. KGaA. Weinheim