Madrona panel argues semantic layers needed for enterprise AI agents

Enterprise AI agents frequently fail because they lack necessary business context, leading to high error rates and increased costs. The author argues that organizations must build and maintain semantic layers and relationship graphs to provide models with clean, structured business definitions before queries are processed. Open article →