Collaborative agents for simulating teamwork (CAST) are provided with a recognition-primed decision (RPD) model, thereby enhancing analysis through linking and sharing information using knowledge and experience distributed among team members. The RPD model is integrated within a CAST architecture to the extent that agents can proactively seek and fuse information to enhance the quality and timeliness of the decision-making process. The approach, which is applicable to both human assistants and virtual teammates, can approximately track human's decision-making process and effectively interact with human users. A disclosed example relates to teams of agents analyzing terrorist activities.