This document discusses considerations for populating a CMDB from automated discovery data. It covers data enrichment from both user-managed and electronically discovered sources. Normalization and reconciliation processes are explained to standardize data from various tools. Performance tuning tips are provided, such as indexing databases and reducing network latency during synchronization. The benefits of fully integrating discovery data into the CMDB are described as enhanced usability and ability to relate ITSM requests to configuration items.