a5c-ai 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
- Conduct comprehensive risk identification workshops
- Use consistent probability-impact scales
- Validate assessments with subject matter experts
- Review and update risk register quarterly
- Link risks to business objectives
- Communicate risk status to leadership regularly