• Manage & Optimize
• Nov 17, 2025

Repetitive troubleshooting is slowing your team down

Every IT leader knows the cost of support. When your team spends hours chasing support issues which take an extended period to resolve, complex configuration issues, or even just answering “how do I” questions, the strategic work to propel company innovation takes a backseat. These aren’t complex problems; they’re the kind that pile up and pull your best people into reactive cycles.

At Citrix, we find that nearly 60% of support cases stem from these kinds of requests. They drain resources without delivering meaningful value. According to John-David Lovelock, Distinguished VP Analyst at Gartner, “While budgets for CIOs are increasing, a significant portion will merely offset price increases within their recurrent spending.” Boston Consulting Group reports spending is shifting from mature IT operations toward AI and cloud. The reality: roughly two-thirds of IT spend keeps the lights on. The cost impact grows when factoring in lost productivity while an end user cannot work, so time to resolution becomes critical.

Today’s IT environments are more complex than ever. Waiting for support escalations from a vendor or digging through documentation is no longer enough. You need answers instantly, not hours later. That’s where Citrix Aidrien™ comes in.

Citrix Aidrien is your AI operations assistant

Citrix Aidrien helps reduce support volume, improve user experience, and free up your team for high-value work. It transforms institutional knowledge into actionable insights. It’s not just about solving problems; it’s about solving them before they become disruptions. And going beyond reactive support, it’s a proactive solution to provide rapid assistance to best practices configurations to prevent a problem before it occurs.

Citrix Aidrien doesn’t replace your skilled administrators; it empowers them. By handling repetitive, time-consuming tasks, it frees your experts to focus on optimization and innovation. With context-aware insights, Citrix Aidrien helps IT move confidently from reactive to proactive operations.

What this looks like in practice

Picture this:

• Your team notices a slow logon trend. Users haven’t raised any complaints yet, but you ask Citrix Aidrien to take a look. It quickly analyzes logon metrics, identifies possible causes, and guides you through the fix. No war room needed.
• You’re planning a NetScaler upgrade. Citrix Aidrien checks compatibility, outlines a low-risk path and builds confidence in the success of your upgrade task, allowing you to get some sleep.

It’s available when you need it, helping you to solve problems before they slow you down.

The result: faster fixes, fewer escalations, better outcomes.

Getting started is simple

Citrix Aidrien is in Public Preview and is now available for you to enable in your Citrix Cloud™ administration console.

For details on how to get started, check out our product documentation.

Bill Gray

Bill Gray is currently Vice President of Platform Services at Citrix.