supply-chain-risk-assessor

Supply Chain Risk Assessor

Overview

The Supply Chain Risk Assessor provides comprehensive risk identification, assessment, and visualization capabilities for supply chain risk management. It supports structured risk categorization, probability-impact analysis, heat mapping, and control effectiveness evaluation.

Capabilities

• Risk Category Taxonomy: Financial, operational, geopolitical, compliance categorization
• Probability and Impact Assessment: Likelihood and consequence scoring
• Risk Score Calculation and Ranking: Prioritized risk listing
• Heat Map Visualization: Visual risk representation
• Root Cause Analysis Integration: Risk driver identification
• Risk Appetite Alignment: Threshold and tolerance management
• Control Effectiveness Evaluation: Mitigation effectiveness assessment
• Risk Register Maintenance: Centralized risk documentation

Input Schema

risk_assessment_request:
  scope:
    categories: array             # supplier, logistics, demand, etc.
    geography: array
    time_horizon: string
  risk_inputs:
    identified_risks: array
      - risk_name: string
        category: string
        description: string
        probability: float        # 1-5 scale
        impact: float             # 1-5 scale
        velocity: string          # slow, medium, fast
    historical_incidents: array
    external_factors: array
  controls:
    existing_controls: array
    control_effectiveness: object
  risk_appetite: object

Output Schema

risk_assessment_output:
  risk_register:
    risks: array
      - risk_id: string
        name: string
        category: string
        description: string
        probability: float
        impact: float
        risk_score: float
        risk_level: string        # Low, Medium, High, Critical
        root_causes: array
        controls: array
        control_effectiveness: string
        residual_risk: float
        owner: string
        mitigation_status: string
  heat_map:
    visualization_data: object
    distribution: object
  summary:
    total_risks: integer
    by_category: object
    by_level: object
    trends: object
  recommendations: array
  action_plan: array

Usage

Comprehensive Risk Assessment

Input: Supply chain scope, identified risks, historical incidents
Process: Score risks, calculate rankings, generate heat map
Output: Complete risk assessment with prioritized register

Category-Specific Analysis

Input: Supplier category risks, control inventory
Process: Deep-dive risk analysis for supplier domain
Output: Supplier risk profile with mitigation priorities

Control Effectiveness Review

Input: Current controls, incident data, audit findings
Process: Evaluate control performance, identify gaps
Output: Control effectiveness report with recommendations

Integration Points

• Risk Management Systems: GRC platforms
• Incident Management: Historical event data
• Supplier Systems: Supplier risk inputs
• Tools/Libraries: Risk frameworks, FMEA templates, visualization

Process Dependencies

• Supply Chain Risk Assessment
• Supplier Risk Monitoring and Early Warning
• Business Continuity and Contingency Planning

Best Practices

1. Conduct comprehensive risk identification workshops
2. Use consistent probability-impact scales
3. Validate assessments with subject matter experts
4. Review and update risk register quarterly
5. Link risks to business objectives
6. Communicate risk status to leadership regularly