Risk Matrix Generation
Generate comprehensive compliance risk matrices with likelihood/impact scoring, control assessments, and prioritized remediation recommendations. Reduces risk assessment time by 65-80%.
65-80% reduction in risk assessment time
Systematic coverage of risk areas
Legal Research & Compliance
The Problem
- ✗Comprehensive risk identification
- ✗Consistent assessment methodology
- ✗Prioritization of remediation efforts
- ✗Documentation of risk rationale
- ✗Ongoing monitoring and updates
How Claude Helps
Identifies compliance risks, assesses likelihood and impact, prioritizes by risk score, recommends controls and remediation, and documents assessment rationale.
Step-by-Step Workflow
Define scope
Business area, regulations
Identify potential risks
Comprehensive risk inventory
Assess likelihood and impact
Score each risk
Calculate risk scores
Likelihood times impact
Prioritize remediation
High/Medium/Low priority
Document and monitor
Ongoing risk tracking
Example Prompt
Generate a compliance risk matrix for our data privacy program: BUSINESS CONTEXT: - B2B SaaS company processing customer data - Customers in US and EU - Employee count: 150 - Applicable regulations: GDPR, CCPA, state privacy laws RISK CATEGORIES TO ASSESS: 1. Data collection and consent 2. Data processing and storage 3. Data sharing and transfers 4. Data subject rights 5. Vendor management 6. Data security 7. Incident response 8. Employee training FOR EACH RISK: - Risk description - Likelihood (1-5) - Impact (1-5) - Risk score (L x I) - Current controls - Control effectiveness - Residual risk - Remediation recommendations - Priority (High/Medium/Low) Format as a risk matrix table with supporting narrative.
Frequently Asked Questions
How do I calibrate likelihood and impact scores?
Define your scoring criteria upfront. '5 = Near certain' vs. '1 = Rare.' Consistent criteria enable meaningful prioritization.
Can Claude assess industry-specific risks?
Provide industry context and Claude will incorporate relevant factors. For highly specialized industries, include examples of known risks.
How often should risk matrices be updated?
Review quarterly or when significant changes occur (new regulations, business changes, incidents).