· Amit Kothari · Operations
SOC 2 risk assessment with AI: 42 risks in structured YAML
A functioning risk register has an ID, description, category, likelihood, impact, treatment plan, and mitigating controls for every single risk. Most companies track this in sprawling spreadsheets. We use structured YAML and AI to maintain 42 risks across three categories.