THE PRACTICE / Topic · Knowledge & Content

Knowledge & Content — Insights

RAG, knowledge graphs, content engines — turning your firm's accumulated data into AI-usable infrastructure.

ARTICLEOct 2026
Data pipeline diagram with a warning icon before an AI agent node
Fix the Data Before You Build the Agent

Companies race to deploy AI agents on messy, fragmented data and wonder why outputs are wrong. The model is not the problem. The data underneath is.

Frederike Falke