
How to Build a CMDB That Stays Accurate
A CMDB nobody trusts is worse than none. How to scope it around real use cases, automate population and keep data accurate over time.
A service desk measured only on ticket closure misses the point. How ITIL 4 practices, shift-left and AI turn the desk into a driver of employee productivity.

ITIL 4 replaced rigid process descriptions with 34 management practices and a service value system. The emphasis is on outcomes, collaboration and continual improvement — useful principles for any service desk modernisation.
| Level | Who resolves | Example |
|---|---|---|
| Level 0 | User via self-service | Password reset, software request |
| Level 1 | Service desk | Known errors using knowledge articles |
| Level 2 | Specialist teams | Application or infrastructure faults |
| Level 3 | Engineering or vendor | Code defects, complex problems |
Each request that moves one level left reduces cost and improves user experience.
SLAs measure what IT does: response and resolution times. Experience-level agreements measure how users feel and how much productivity is lost. Combine both to avoid "watermelon" reporting — green on the outside, red inside.
Virtual agents resolve routine requests, AI suggests categories and assignment groups, summarises long tickets and drafts knowledge articles from resolved incidents. Keep humans in control of changes to production.
First-contact resolution, self-service adoption, mean time to resolve, reopened tickets, user satisfaction and recurring incident volume.
| Weeks | Focus |
|---|---|
| 1–3 | Baseline metrics, top request types, user feedback |
| 4–6 | Service catalogue redesign and top-20 knowledge articles |
| 7–9 | Self-service portal and automation of top requests |
| 10–12 | Virtual agent pilot, XLA measurement, continual improvement backlog |
We provide ITIL 4 advisory, bilingual service desk operations and implementation of ITSM platforms including Freshservice and ServiceNow.
Next step: explore our IT Service Management services and ITSM Solutions.

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