Operations | Monitoring | ITSM | DevOps | Cloud

When AI knows how to resolve a ticket, teams still need a way to decide how much it can do on its own. Today, that often means choosing between keeping a human in charge of every action or giving the AI broad autonomy. There’s no practical middle ground, so teams get stuck wherever they started, usually the most conservative setting. Even when AI already knows the right answer, the ticket still ends up in a human’s queue.

InvGate Asset Management now tracks certificates, AI agents, automation workflows, and scripts as native Configuration Items (CIs). Each one carries the ownership, lifecycle fields, alerts, and change history already applied to hardware and software records. The components that run daily operations without appearing in any inventory now have a place in one. These four CIs are a starting point rather than the full definition of a digital asset.

Shadow IT is any hardware, software or IT resource running inside your organization that the IT department never approved, never configured and, in most cases, does not know exists. It covers the file sharing account someone opened with a departmental card, the personal laptop plugged into the office network, and the AI assistant installed on a work machine last Tuesday. None of it is necessarily malicious, and all of it sits outside every control you have.

An IBM warranty check sounds like a ten second task: type in the serial number, read the expiration date. In practice, a lot of people hit a sign in screen or a result telling them the machine cannot be found. The reason is rarely the serial number itself. Most hardware that people still call IBM is serviced by Lenovo today, so half of these lookups happen on the wrong website.

An ITSM maturity model is a practical framework for measuring where your Service Management stands across people, processes, technology, and governance, then turning that baseline into a prioritized improvement plan. Most models describe five levels — from ad hoc to optimized — with clear characteristics and outcomes at each stage. This guide explains the levels, how to assess your current state, how to map capabilities to ITIL 4 practices, and actionable steps to get started.

Ask an IT administrator what they mean when they say they need a Configuration Management Database (CMDB), and more often than not, they are describing something else entirely: knowing what assets they have, who is responsible for each one, and what breaks if one of them fails. That is the job of the Asset Management Database (AMDB), the lifecycle record built to answer exactly those questions.