This paper illustrates and compares different AI-based modeling approaches for systematic risk assessment in complex industrial facilities. The computer-based tools presented in the paper are specifically designed to support and expedite the implementation of design for safety practices in industrial plant component specification and layout definition. An example analysis is proposed in the paper for the purposes of illustrating the use of the tools and of assessing their performance during development and use
