How I Built a Knowledge Graph for My Team — Using AI and Markdown

Most teams don’t have a knowledge problem. They have a retrieval problem. The answer already exists - in a doc, a query, a dashboard, or someone’s head. The problem is nobody knows where to look. In my previous article, I described building a persistent AI assistant that never forgets - a personal memory layer using markdown and local knowledge structures. That system worked well for individual productivity.