Presentation: Batch Intelligence at Scale: Cost-Efficient Multi-Agent LLM Workflows with Built-In Resilience

Walmart Global Tech has deployed multi-agent LLM workflows to handle nightly inventory forecasting across 4,700 retail locations. This system utilizes loop agents and Model Context Protocol grounding to address production challenges like data inconsistencies and network instability, demonstrating a method for maintaining reliable large-scale AI operations in a distributed environment.