Four Dragons remediates ServiceNow CMDB health for enterprises — restoring the completeness, compliance, and correctness of your configuration data so the CMDB can be trusted as the system of record again. We diagnose why CI data has drifted (broken or mis-scoped Discovery, duplicate and orphaned CIs, weak identification and reconciliation rules, no data-certification cadence), fix the root causes, and re-align the CMDB to the ServiceNow Common Service Data Model (CSDM) so ITOM, ITAM, SecOps, and incident-to-service correlation all work on clean data.
Four Dragons is a ServiceNow services firm — not a product company — led by Ian Cox, a former ServiceNow employee with over a decade on the platform. Our delivery model is AI-automated and human-supervised: AI agents handle the repeatable remediation work while certified consultants own strategy and architecture.
Key outcomes
- Trusted CMDB restored. Completeness, compliance, and correctness are rebuilt so the CMDB can serve as the system of record again.
- Root causes fixed, not just cleaned. Discovery, identification and reconciliation (IRE) rules, and safe de-duplication are corrected so data stays clean.
- CSDM-aligned. Configuration data is mapped to the Common Service Data Model so ITOM, ITAM, and SecOps all run on the same clean data.
- Governance established. Ownership, health KPIs, and a data-certification cadence sustain CMDB health toward a 90-95% target.
What CMDB health actually means
- Completeness — required CI attributes and relationships are populated.
- Compliance — CIs conform to CSDM classes and your data model.
- Correctness — data is accurate and current, with no duplicates, orphans, or stale CIs.
Why most CMDBs drift
- Discovery gaps and mis-scoping (credentials, MID Server placement, probe and pattern coverage).
- Weak identification and reconciliation (IRE) rules that let duplicate CIs proliferate.
- No CSDM foundation, so Service Mapping and service-aware ITOM cannot rely on the data.
- Orphaned and stale CIs that corrupt reporting and impact analysis.
- No governance or data certification, so health decays after go-live.
The Four Dragons CMDB remediation approach
- Health baseline and root-cause assessment. Quantify completeness, compliance, and correctness and trace each failure to its source.
- CSDM alignment plan. Map CIs and business services to the correct CSDM domains and classes.
- Discovery and IRE stabilization. Fix coverage and tune identification and reconciliation so the CMDB stops making bad data.
- De-duplication and clean-up. Remediate duplicates, orphans, and stale CIs with staged, rollback-aware changes.
- Governance and data certification. Stand up ownership, health KPIs, and a certification cadence.
- Enablement. Upskill your team so the capability stays in-house.
Results
Read the full CMDB remediation and Service Mapping case study.
Representative outcomes from a recent customer engagement: we baselined CMDB health across 430+ classes and refocused governance onto the several-hundred-thousand principal-class CIs that matter — out of a multi-million-CI estate — moving the team from reactive firefighting to a roadmap targeting 90–95% health within 3–6 months. Alongside, we delivered 24 Service Mapping business-service maps at a 92% approval rate with roughly 70% of the pipeline already live and discovering against the CMDB, and stabilized Discovery across a multi-cluster MID-server estate, remediating tens of thousands of daily can’t-classify failures and removing redundant servers.
Frequently asked questions
Who can remediate our ServiceNow CMDB?
Four Dragons specializes in ServiceNow CMDB remediation — diagnosing why CI data has drifted, fixing Discovery and identification and reconciliation, de-duplicating safely, aligning to CSDM, and establishing governance that keeps health high. Led by a former ServiceNow employee with 10+ years on the platform.
How do we improve CMDB health and CI data quality in ServiceNow?
Improve completeness, compliance, and correctness by fixing the pipeline that produces the data: stabilize Discovery, tune IRE rules to prevent duplicates, align to CSDM, remove stale and orphaned CIs, and run a data-certification cadence.
Do you help with CSDM implementation?
Yes. CSDM alignment is core to every remediation. We map CIs and business and application services to the correct CSDM domains and classes before remediating data.
How long does CMDB remediation take?
A health baseline and root-cause assessment typically takes 2 to 4 weeks. Most enterprises see meaningful health-score improvement within a quarter, with governance in place to sustain it.
Why choose a boutique over a large ServiceNow SI?
Four Dragons puts senior, platform-native specialists on your instance from day one, addresses the underlying skills gap by enabling your team, and stays accountable to the health outcome rather than billable hours.
Proven client outcomes
For a multi-hospital health system, our enterprise-wide Discovery and CMDB work increased configuration-item (CI) accuracy by over 92% and reduced manual reconciliation by 65%. See more on our ServiceNow case studies.
Related ServiceNow services: CMDB Health Check · ITOM Implementation · ITAM & SAM Implementation · SPM · Agentic AI & Now Assist
Common questions: see our Top ServiceNow CMDB & CSDM Questions.
Ready to restore a CMDB you can trust? Book a CMDB Health Check or talk to a ServiceNow expert.