What Gen AI and agentic AI actually do in CMDB tools today, with examples from ServiceNow, BMC, Freshservice, Atlassian and others, the use cases that are real, the evidence for benefits and the risks.
What a hardware asset management and CMDB maturity assessment covers, who should take it, the benefits you can expect, and what you get at the end, with charts and worked scenarios.
Compare the top hardware asset management and CMDB discovery tools of 2026, including ServiceNow, Device42, and Lansweeper, with real pricing and pros/cons.
Updated September 2026. The instinct when incidents keep slipping through and outages keep costing more than expected is to buy visibility: an AIOps platform, a new monitoring stack, an automation layer that promises to detect and remediate before anyone gets paged. Most of that instinct is correct. The mistake is buying it before finding out…
Updated: September 2026 For most of ITSM’s history, “automation” meant a workflow that ran the same five steps every time, in the same order, regardless of context. It was reliable precisely because it was rigid. Agentic AI breaks that assumption on purpose, it reasons about each request instead of following a fixed script, which is…
Software licenses don’t manage themselves, and neither does the data about them, yet most organizations still track software spend in a spreadsheet disconnected from the CMDB that maps how those applications actually run. When SAM data isn’t tied to configuration items and ITSM workflows, license decisions get made blind, audits become fire drills, and provisioning…
ITSM and ITOM get lumped together so often that most IT leaders can’t cleanly explain where one ends and the other begins. That confusion costs real money in duplicated tooling, tickets that bounce between teams, and outages nobody owns. Here’s a practical breakdown of what each discipline actually covers, where they legitimately overlap, and how…
Configuration Management Database Most CMDBs aren’t unused because CMDB is a bad idea. They’re unused because the data in them doesn’t match reality. Desqcon builds and repairs CMDBs so that when an incident bridge asks “what does this service actually depend on,” the answer on screen is the true answer, not last year’s approximation. A…
Signing a statement of work with the wrong consulting and advisory partner is a quietly expensive mistake. Unlike a bad software purchase, which you can unwind at renewal, a bad advisory relationship leaves behind half-finished documentation, a configuration management database (CMDB) nobody trusts, and a governance model built around the previous consultant’s methodology rather than…
Every CMDB migration starts with a promise: the new platform will finally give a clean, reliable, single source of truth for infrastructure and services. Most teams end up somewhere else. They spend months mapping fields, running an export/import job, and cutting over on a target date, only to discover that the “new” CMDB is full…
