Agentic Digital Twins For AI-Native Fulfillment Networks
Amruth Puppala, Senior Engineering Manager at Walmart, proposes an "Agentic Digital Twin Framework" to address fragmentation in fulfillment networks. This framework aims to move beyond traditional monitoring digital twins by integrating AI agents for predictive and adaptive orchestration across warehouse management, transportation, and labor systems. The goal is to enable proactive decision-making and autonomous optimization, mitigating issues like dock congestion and workload imbalance by allowing agents to reason from a shared operational context. AI
IMPACT Proposes a novel AI-driven framework for optimizing complex logistics networks, potentially improving efficiency and reducing operational costs.