To improve the recall rate and precision rate of key information extraction from operational document, an approach is presented. First, it analyzes the character of operational document and builds domain ontology to ascertain what should be extracted. Then, it tags the document using domain lexicon. At last, it extracts key information employing extraction pattern. The experiment results show that the approach can accelerate the development of C4I and can be applied in practice.