Tech Ocean

Jun 10, 2026 · Artificial Intelligence

Building a Production‑Ready AI Customer Service Bot: 6 Deployment Checkpoints with Spring AI

The article explains why Spring AI lacks a dedicated Agent framework, then walks through six concrete orchestration patterns—Chain, Routing, Parallelization, Orchestrator‑Workers, Evaluator‑Optimizer, and a selection guide—showing Java code, reasoning, and trade‑offs for building a multi‑step, production‑grade customer‑service chatbot.