This research is intended to detect and to examine the crisis of organization. Concluding and analyzing relevant literatures, the hierarchy structure of the important factors that affect personnel's detection of the warning signals is constructed. The Analytic Hierarchy Process (AHP) is the main methodology to analyze the results of questionnaires.Sixteen affecting factors are gathered and are sorted into three major aspects to build up the analytic hierarchy. In the findings, ”the factors of warning signal itself” is the main influencing factor to the members of military when carrying out the detection of crisis warning signal. The factor ”personal knowledge, working experience, and tenure of service” is the first priority of sixteen important influence factors. This implies that personnel's detection of early warning signals provides a diagnostic or predictive guideline for strategists and regulators in Crisis management.