Operations | Monitoring | ITSM | DevOps | Cloud

Anthropic’s Claude Mythos shows how AI is making vulnerability discovery nearly infinite. Endpoint remediation is where IT teams win or lose. In April 2026, Anthropic introduced Claude Mythos Preview, an AI model that autonomously discovered thousands of previously unknown vulnerabilities across every major operating system and web browser. By late May, the running total had passed 23,000 potential findings, and the vast majority were still unpatched.

A critical ticket loses value every minute it sits in the same queue as routine requests. If the service desk waits for someone to recognize that it's a major incident or that it came from a VIP, the escalation has already started too late. When a business-critical ticket arrives, the platform should recognize the context, increase its priority, notify the appropriate teams, and trigger the right workflow without waiting for an agent to intervene.

When users report slow virtual desktops, the first instinct is often to check CPU or memory utilization. But what happens when those metrics look perfectly healthy, yet users across the environment are still complaining about slow application launches, lagging desktops and poor performance? In many cases, the bottleneck lies elsewhere. Storage is often overlooked during initial investigations, but in VDI environments it can have a disproportionate impact on the user experience.

Most of your employees already spend their day in Slack. So when something breaks, when they need access to a tool, or when they just have a quick question for IT, the last thing they want to do is stop, switch context, open a portal, and fill out a form. That friction is exactly why so many issues never get logged, and why the ones that do often arrive late and half-described. The InvGate Service Management Slack integration closes that gap.

Do you actually know where encryption lives inside your infrastructure? Not the vendor's answer. The full map: every TLS handshake, every signed software update, every VPN tunnel, every certificate your systems trust. That map is where post-quantum cryptography starts to matter. The technology has moved from a research topic into a compliance deadline, and the algorithms protecting your data today were built for a world without quantum computers.

When an alert lands, does your team already see the full story, or does the work start with pulling scattered data together from one tool after another? For many organizations it's the second one, where the incident itself takes a backseat while analysts hunt across dashboards. The evidence is right there, scattered across platforms that don't share context. Security observability exists to close that gap.