CRML Code – AI-powered CLI for automated cyber risk modeling

Summary: CRML Code is an AI-driven command-line tool that generates and runs Cyber Risk Modeling Language (CRML) scenarios from simple inputs like company names or vulnerability scans. It automates context resolution, builds cyber risk models, and executes large-scale simulations to deliver financially grounded risk insights and control impact analysis.

What it does

It converts plain prompts or scan data into validated CRML scenarios, resolves organizational context, and runs Monte Carlo simulations to produce structured cyber risk assessments.

Who it's for

Security, risk, and GRC practitioners who need structured cyber risk models without manually writing YAML or spreadsheets.

Why it matters

It simplifies cyber risk modeling by automating scenario generation and simulation, making risk insights accessible beyond spreadsheet experts.