The goal of PANDORA is to apply state-of-the-art ICT technologies to build a learning environment for strategic crisis managers. We have created a first version of the environment where training sessions are animated by reproducing realistic crisis events and fostering creative decision-making. Central to PANDORA is an original use of the timeline-based planning strategies used to diversify crisis scenarios by creating alternative training paths and to model trainees behavioral patterns for personalized training.