Multi-agent systems are examples of complex distributed systems enabling dynamic adaptation in providing their services. By establishing on-the-fly collaborations, the agents can execute complex scenarios and adapt to changing operating conditions including agent failures. We investigate how goal-oriented modelling can enhance reliability by providing a structured support for designing fault tolerant service orchestration.