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This paper describes techniques for analyzing large UML models. The first part of the paper describes heuristics and processes for creating semantically correct UML analysis and design models. The second part of the paper briefly describes the internal DesignAdvisor research tool that was used to analyze Siemens models. The results are presented and some interesting conclusions are drawn.