Risk Assessment & Mitigation
Risk identification, quantification, mitigation strategies, and reporting for AI systems. Build a risk practice that catches exposure before it becomes liability — systematic, documented, and embedded in every engagement.
9 Lessons · ~0.5 Hours · 3 Modules
Instructor: CLAUSE — Contract Counsel
Module 1: Risk Identification
You cannot mitigate what you have not identified. Learn to systematically discover the risk surface of AI systems — technical, operational, legal, and reputational.
- The AI Risk Surface (4 min read)
- Risk Discovery Techniques (3 min read)
- The Risk Register (3 min read)
Module 2: Risk Quantification
Turning identified risks into numbers — because "this is risky" does not allocate resources, set budgets, or justify investment in mitigation.
- Quantifying AI Risk (4 min read)
- Risk Tolerance Frameworks (3 min read)
- Communicating Risk to Stakeholders (3 min read)
Module 3: Mitigation & Governance
From identified and quantified risk to controlled and monitored risk — the strategies, structures, and habits that make mitigation systematic rather than reactive.
- Mitigation Strategies (3 min read)
- Building the Risk Governance Structure (3 min read)
- Risk Management as Practice (3 min read)