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.

In a market where new tools and technologies are constantly emerging, it is easy to get carried away by features. The real differentiator, however, lies in the impact a solution has on operations. That is what stands out most about Almaden’s solutions. More than a Digital Employee Experience (DEX) platform, it turns data into decisions. It enables IT teams to anticipate problems, act proactively, and improve the user experience.

Most bandwidth problems get investigated after the complaints arrive, and by then the traffic that caused them has moved on. The numbers you need sit in several places at once. A laptop knows its own traffic. The router knows what leaves for the internet, and only the switches see how much network bandwidth moves inside the building. Checking bandwidth usage at the right layer saves hours of guessing. Most of the methods ship with hardware you already own.

Why does a switch port look healthy on every dashboard while people on that floor keep reporting dropped calls and slow file transfers? Often the cause is CRC errors, a port counter that most dashboards do not show by default. Each CRC error means a unit of data arrived damaged and the switch discarded it. Put simply, a CRC error tells you the receiving device noticed the data changed somewhere in transit.

What does AlloyScan improve over Alloy Discovery? See how the two compare and what AlloyScan brings to modern IT environments. AlloyScan builds on Alloy Discovery’s proven discovery and audit capabilities and brings them to a modern, browser-based platform. It keeps the familiar collection approaches customers already know while making inventory easier to access, manage, analyze, and connect with other systems.

Most shadow IT starts with a marketing team that needed a file-sharing tool on Tuesday. The next procurement cycle was six weeks away. That gap keeps widening. According to Gartner, 75 percent of employees will acquire, modify or create technology outside IT's visibility by 2027, up from 41 percent in 2022. Shadow IT is the name for that tech. IT asset discovery is where it first shows up. In this blog, you will: By the end, you can turn shadow IT into a weekly review queue.

Most network diagrams are accurate exactly once: the day they are finished. The network keeps changing, the drawing does not, and the gap shows up during the next outage. According to the Uptime Institute Annual Outage Analysis 2026, failure to follow established procedures remains the leading driver of human-error outages. A wrong diagram is how a right procedure hits the wrong port. The fix is a network topology diagram that matches the live network topology.