Question 34
Scenario 4: Supply Chain Optimization RAG System.
A global logistics company implements an advanced RAG system that integrates supplier data, transportation networks, demand forecasting, and regulatory information to optimize supply chain decisions across multiple industries and geographical regions.
Multi-Modal Supply Chain RAG Architecture:
●Supplier Intelligence: Vendor profiles, performance metrics, capacity data, compliance records ●Transportation Networks: Route optimization, carrier performance, fuel costs, delivery tracking ●Market Analysis: Demand forecasting, price volatility, seasonal patterns, economic indicators ●Regulatory Compliance: Trade regulations, customs requirements, sustainability standards ●Risk Assessment: Supply disruptions, geopolitical factors, weather impacts, financial stability Based on the above data, answer the given subquestions.
Which processing sequence correctly describes the supply chain RAG system's comprehensive optimization workflow?
Supply Chain Query → Supplier Database Search → Cost Comparison Report
Supply Chain Query → Keyword Matching → Return Cheapest Options
Supply Chain Query → Multi-Modal Analysis (supplier performance + market conditions + regulatory requirements + risk factors) → Scenario Modeling → Optimization Recommendations with Risk-Adjusted Trade-offs
Supply Chain Query → Historical Data Retrieval → Standard Report Generation