We’re proud to share that Faddom has been named as a Sample Vendor in the Gartner® Hype Cycle™ for AI in IT Service Management (ITSM), 2026 in the AI-Augmented CMDB category!
In a world full of data, it’s no secret that AI is only as effective as the data behind it. Feed it outdated, incomplete, or inaccurate infrastructure data, and you’ll get unreliable outputs no matter how sophisticated the model. For IT teams, that data problem has a name: the CMDB. Keeping it accurate, current, and complete, the core of CMDB management, has been one of the most persistent challenges in IT operations for decades. That’s where Faddom comes in. Our agentless, always-on discovery continuously maps your entire hybrid infrastructure in real time, giving AI the trustworthy foundation it needs to deliver results you can actually act on.
The Right Category at the Right Time for AI in ITSM
The 2026 Gartner Hype Cycle for AI in ITSM explores 23 innovative technologies shaping the future of IT service management, and one of the most exciting emerging categories is AI-Augmented CMDB. Gartner defines this as the use of machine learning, graph analytics, and telemetry data to enhance service configuration data and automate dependency mapping. Faddom is proud to be named a Sample Vendor in this category.
And the timing couldn’t be better. Gartner identifies a major challenge facing every IT team today: infrastructure changes faster than traditional CMDBs can keep up with. Whether it’s cloud scale, ephemeral containers, or continuous deployment, legacy approaches simply can’t keep pace.
That’s the problem Faddom solves. And Gartner’s own recommendation to IT leaders makes it crystal clear: “Establish reliable discovery and service mapping before introducing AI.
What Makes Faddom Stand Out in CMDB Management
Three Gartner recognitions don’t happen by accident. Here’s what sets Faddom apart:
Always-On Discovery, No Agents Required: Faddom continuously maps your hybrid infrastructure without deploying agents or requiring credentials, so your CMDB reflects your environment in real-time.
Dependency Context That Speeds Up Incident Response: When something breaks, teams need to know what else is affected immediately. Faddom’s real-time dependency maps give responders that context without manual investigation.
Integration with Your ITSM Stack: Faddom already integrates with platforms like JSM and ServiceNow, pushing live asset and relationship data directly into the tools your teams already use.
How Application Dependency Mapping Powers CMDB Management
Traditional configuration management databases drift the moment infrastructure changes. Faddom closes that gap with agentless, real-time application dependency mapping that continuously discovers every server, application, and connection across your hybrid environment. The result is CMDB management you can trust: a live, accurate record that reflects reality instead of last quarter’s snapshot.
Because the data feeding your ITSM tools stays current, teams gain dependency context for faster incident response, cleaner change management, and a reliable foundation for AI in ITSM. It is exactly the discovery and service mapping Gartner recommends establishing before introducing AI.
How to Get Started with Application Dependency Mapping
Want to dive deeper into the full report? You can download the Gartner Hype Cycle for AI in ITSM 2026 here and explore Gartner’s perspective on the technologies shaping the future of ITSM and why accurate discovery and service mapping remain foundational to successful AI-driven operations.
And if you’re ready to see Faddom in your environment, you can schedule a call with one of our experts here!
