Agentic AI in Action — Part 14 - Building a Store Performance Monitoring Agent using LLMs and Maps

Building a Performance Monitoring Agent: Using LLMs and Maps to Identify Locations That Need Attention A step-by-step walkthrough showing how structured data analysis, LLM reasoning, and spatial visualization can be combined to detect underperforming s and generate actionable insights. Organizations with multiple locations such as retail chains, bank branches, logistics hubs, healthcare clinics, and service centers must constantly answer a deceptively simple question: which locations need attention right now? Most organizations rely on dashboards to answer this question.