Building Resilient Supply Chains: Multi-Agent AI Architectures for Retail and CPG with Amazon Bedrock

This article demonstrates how multi-agent AI architectures using Amazon Bedrock AgentCore can resolve supply chain disruptions in retail and CPG companies.

• Multi-agent AI coordinates specialized agents to handle supply chain disruptions in minutes instead of hours
• Supervisor agent delegates tasks to logistics, inventory, promotional risk, and shipment tracking agents
• System analyzes port closures, identifies alternative routes, reallocates inventory, and engages backup suppliers
• Demo shows port closure scenario generating three data-driven proposals with cost and timeline estimates
• Approved strategies preserved $28,500 revenue while reducing transportation costs by $4,275
• Amazon Bedrock AgentCore provides production-grade infrastructure with security, scalability, and observability
• Complete audit trail enables compliance review and continuous improvement through agent memory

Multi-agent AI transforms supply chain disruptions from crises into manageable events with clear, data-driven responses available immediately.