English summaries of our AI work system, LINE AI customer service, RAG knowledge base, and knowledge transfer articles. Full-length articles are currently available in Traditional Chinese.
AI Adoption Guide
5 Types of Knowledge SMEs Should Organize Before Adopting an AI Agent
Many businesses hear "AI agent" and want to wire up a tool right away, missing the most important prep step: organizing knowledge. This article covers the 5 types of knowledge SMEs should audit before adoption, so you don't waste effort.
How to Build LINE AI Customer Service: From FAQs to a Company Knowledge Base
LINE is Taiwan's most common business communication channel, but upgrading a standard LINE official account into AI customer service that actually answers questions takes preparation. This article walks through the full process, from organizing FAQs to building a knowledge base.
What Is a RAG Knowledge Base? Why You Can't Just Dump Documents Into AI
Many businesses think uploading a few PDFs to AI counts as building a knowledge base, but that kind of AI never truly "understands" your business. This article explains how a RAG knowledge base works, and the most common pitfalls when building one.
How to Pass on a Veteran Expert's Experience: Turning Tacit Knowledge Into a Searchable AI Assistant
One of the biggest risks in manufacturing and traditional industries is that decades of technical judgment disappear the moment a key veteran retires or leaves. This article explores how systematic knowledge extraction can turn tacit knowledge into a format your AI assistant can learn from.