Winning AI doesn't replace people.
Enterprise AI generates more value when it amplifies experts, not when it replaces them. Understand how to apply this logic in ITAM, CMDB, AIOps, and SAM.
Recent publications
Explore analytics, trends, and best practices to transform ServiceNow, assets, data, and automation into measurable results.
ServiceNow Licensing Changes: AI at the Core of the Platform
ServiceNow licensing has evolved with Foundation, Advanced, and Prime — three tiers with increasing AI, automation, and agent capabilities. Learn how to choose the right model.
How to ensure data quality and governance in CMDB following ServiceNow's CSDM
How to apply CSDM, governance, CMDB Health, and ownership to maintain reliable data in the ServiceNow CMDB.
Buyer's guide: how to choose a ServiceNow partner in Brazil
A complete guide to selecting a ServiceNow partner in Brazil: technical criteria, partner types, decision matrix, and evaluation checklist.
Which company should I hire to implement CMDB in ServiceNow in Brazil?
How to choose a company to implement CMDB in ServiceNow in Brazil: practical criteria for CSDM, ITAM, ITOM, and data governance.
Service Graph Connectors: How to integrate IT data into CMDB without creating chaos.
How Service Graph Connectors integrate external sources into the ServiceNow CMDB with IRE reconciliation, eliminating duplicates and aligning with the CSDM model.
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.
Migrating from Legacy Lifecycle to the CSDM Standard: A Strategic Guide for Modernization in ServiceNow
Migrate legacy models to the CSDM standard in ServiceNow: 5 practical steps, challenges, best practices, and impact on ITAM, ITOM, and CMDB.
CMDB and Service Mapping: The difference between Business Application, Application Service, and Application.
In ServiceNow's CSDM, Business Application, Application Service, and Application have distinct roles in the CMDB—and Service Mapping connects these layers automatically.
ServiceNow Discovery and CMDB: Why Discovery Goes Beyond Infrastructure Scanning
Understand how ServiceNow Discovery strengthens CMDB with identification, relationships, and governance for trusted data in IT operations.
ServiceNow Certifications: A complete guide for professionals and companies using the platform.
Guide to ServiceNow certifications: from CSA and CIS to the ArchX, CTA, and CMA architecture tracks, by level, profile, and impact on ITSM, ITAM, and CMDB.
ServiceNow CSM: the Customer Service Management platform for enterprise businesses.
ServiceNow CSM connects service, ITAM, and CMDB into a single digital workflow. See the selection criteria and how 4MATT implements the solution.