战略决策制定的成败,直接影响一个组织的中长期发展.文章运用人工智能与管理科学相结合的智能管理方法,研究与构建战略决策模型.首先,从平衡计分卡的四个维度入手,以特殊通用原则为出发点,初步制定战略决策模型.其次,利用企业战略图和贝叶斯网络都存在因果关系的特点,将基于平衡计分卡的战略图转化为贝叶斯网络模型.通过研究贝叶斯网络结构学习算法,选取了计算速度快,精度高的K2算法,对企业数据进行结构学习,剔除一些非关键节点,实现了优化战略模型的目的.最后,通过多专家的平衡计分卡指标体系的对比,证实了文章提出的企业战略决策模型的合理性、准确性、实用性. The success or failure of strategic decision-making directly affects the long-term development of an organization.The article studies and constructs the strategic decision model by using the intelligent management method combining artificial intelligence and management science.Firstly, starting from the four dimensions of BSC Special general principle as the starting point to make the strategic decision model initially.Secondly, based on the causal relationship between the corporate strategy map and the Bayesian network, the strategy map based on the balanced scorecard is transformed into the Bayesian network model The algorithm of learning structure of Yeas network is chosen, and the K2 algorithm with fast calculation and high precision is selected, the structure of enterprise data is studied, some non-key nodes are excluded, and the objective of optimizing strategy model is achieved.Finally, through the multi-expert Balanced Scorecard The comparison of index system confirms the rationality, accuracy and practicability of the enterprise strategic decision model proposed by the article.