The SESAR and NEXTGEN drivers to invest in the development of Time Based Operations (TBO) are the expected capacity, economy and safety benefits in accommodating future traffic demands. This paper addresses safety analysis of a SESAR developed TBO approach in the Terminal Manoeuvring Area (TMA) from a complexity science perspective, and presents estimated safety risks and sensitivities emerging from the behaviour of a multi-agent model.