CONVINCE is a project funded by the European Union Horizon Europe Programme (Grant Agreement N. 101070227). The main contribution is to develop and verify cognitive deliberation capabilities that ensure safe robot operation over extended periods of time without human intervention and integrate these capabilities into a model-driven software toolchain for robot developers.