Operations | Monitoring | ITSM | DevOps | Cloud

Three months ago, a CIO told me her organization had “already deployed agents.” Her endpoint team assumed she meant the telemetry clients on every managed laptop. Her service desk thought she meant AI chatbots. Meanwhile, her security architect heard “autonomous decision-making.” They were all right and all talking past each other. This is the agent confusion problem.

Organizations frequently debate ITAM vs CMDB because both disciplines describe the same environment from different angles. A CMDB gives operational context – how services, applications, and infrastructure relate – so teams can restore service fast and manage risk. ITAM focuses on financial accountability, control, and governance across the asset management lifecycle, from request to retirement. In practice, the strongest ITSM operating models connect both.

In everyday life, ignoring what you cannot see may feel harmless. In IT, it creates a false sense of security and a costly illusion. Although many organizations use some form of asset discovery, 2026 security research from Ivanti reveals that more than 1 in 3 IT professionals (38%) report having insufficient data about devices accessing their networks, and 45% say they lack adequate information about shadow IT. This lack of visibility leaves critical assets at risk of going undetected and unmanaged.

Endpoint visibility has always been foundational to IT and security. You can’t secure, patch or support what you can’t see. But as environments have become more distributed and complex, what visibility means has evolved. It’s no longer enough to know that a device exists — IT teams and organizations as a whole need to understand its health, its risk posture and its impact on both security and user experience.

To safeguard IT operations during regional disruptions.