In this paper we propose an integrated architecture to cope with real-world problems of planning and scheduling. Our approach consists of two specialised processes, one for planning and one for scheduling, which work together in a strong-coupled manner to deal with complex problems that involve time and resource constraints. Besides describing the elements of this approach, we also present its functional behaviour together with an example to show its applicability to real problems.