AI Agents in Hospitality, Education, Finance & Healthcare: From Prototype to Production

A step-by-step guide for turning multilingual concierge, lesson‑planning, risk‑assessment, and clinical AI agents from demos into reliable, cost‑controlled production services.

Overview

AI agents are no longer sci-fi—they’re LLMs wired to tools, memory, and policies that can handle real workflows end-to-end. In this talk, I’ll share a practical playbook for taking agents from a scrappy demo to a reliable, cost-aware production service. Using four live domains—hospitality (multilingual concierge & dining experience), education (lesson planner), finance (risk), and healthcare.

Tech stack