How to Use AI to Generate Risk Assessments from Design Changes

When a design change lands, someone has to trace it to the affected specs and risk controls, decide whether each linked risk's severity and probability still hold, and catch the hazards it has introduced. All of that happens by hand, one risk at a time. AI can now run that impact analysis for you, flagging the risks that need re-assessment, drafting the new risk items the change creates, and routing each draft through human review before anything enters your Risk Management File.

What you'll learn

• How to capture the impact of change, reason for change, affected items, and introduced risks on the Change Request itself
• How to run change impact analysis to proactively find impacted risks that trace to design changes, with impact flagging that can block release until every flag is resolved
• How to review and approve AI-drafted risk items before they enter your Risk Management File and Risk Matrix, with a human in the loop