4MATT Executive Insights

4MATT Blog: ServiceNow, data and governance.

ServiceNow, ITAM, CMDB, CSDM, ITOM, automation, and AI applied to real-world operations. Content for leaders who need to transform complexity into governance, control, and measurable results.

Strategy

Platform, ServiceNow and strategy

Data & Governance

ITAM, CMDB, CSDM and reliable data

AI & Automation

AI, automation, and operational governance

Recent publications

Explore analytics, trends, and best practices to transform ServiceNow, assets, data, and automation into measurable results.

April 29, 2026  ServiceNow, CMDB

IRE in ServiceNow: Data integrity in CMDB

Understand how IRE in ServiceNow identifies and reconciles CIs in the CMDB, eliminates duplicates, and supports ITAM, ITOM, and CSDM with reliable data.