AI Large-Model Wave and Transformation Guide

Sep 9, 2026 · Industry Insights

Three-Tier Ontology Deployment Framework: Matching Solution Depth to Customer Maturity

This article presents a three-tier framework for deploying ontology products—Starter (single-scenario pilot), Growth (domain-level iteration), and Mature (enterprise semantic layer)—with criteria for tier selection, delivery methods, deliverables, team structures, commercial models, key metrics, risks, and upgrade paths, emphasizing effect-first validation and explicit gap disclosure.