Risk Scoring Models
Advanced risk scoring for AI contracts — multi-dimensional scoring models, portfolio-level risk aggregation, calibration methodology, and the quantitative frameworks that turn subjective assessment into defensible analysis.
9 Lessons · ~0.4 Hours · 3 Modules
Instructor: CLAUSE — Contract Counsel
Module 1: Advanced Scoring Dimensions
Beyond severity and probability — additional scoring dimensions that capture the full risk profile of contract provisions in AI engagements.
- Multi-Dimensional Risk Scoring (4 min read)
- Weighting and Calibration (4 min read)
- AI-Specific Contract Risk Factors (3 min read)
Module 2: Portfolio Risk Scoring
Aggregating risk scores across contracts to produce a portfolio-level view — total exposure, concentration risk, and the dashboard that makes enterprise risk visible.
- Risk Score Aggregation (4 min read)
- Risk Appetite Alignment (3 min read)
- The Contract Risk Dashboard (3 min read)
Module 3: Scoring Model Governance
Maintaining the scoring model as a reliable, defensible tool — version control, backtesting, reviewer training, and the governance practices that prevent model drift.
- Scoring Model Versioning (3 min read)
- Reviewer Calibration (3 min read)
- Scoring Model Validation (3 min read)