AI Large-Model Wave and Transformation Guide

Aug 30, 2026 · Artificial Intelligence

Ontology × Knowledge Base × Orchestration × Acceptance: A Formula for Deliverable AI Agent Applications

The article presents a four‑step formula—ontology, knowledge base, orchestration, and acceptance—that transforms AI demos into deliverable, reliable intelligent‑agent applications, and concludes with a practical four‑item checklist for successful AI deployment.