AI-Powered Reconciliation Studio

One trusted CMDB.
Finally reconciled.

Multiple discovery tools create chaos. CMDBHub unifies them into clean, high-quality golden records you can actually trust.

The reconciliation-first CMDB — hybrid collectors, intelligent matching, and predictable pricing, at a fraction of the cost of legacy enterprise tools.

Hybrid: collectors where your data lives
Self-hosted • Secure
Pushes clean records to ServiceNow
cmdbhub · reconcile --ai
The problem

Your CMDB is only as good as its data quality

Multiple tools write to the same CMDB without coordination. The result is duplicates, stale records, and a source of truth no one trusts.

Duplicates & conflicts

Different tools report the same asset with different identifiers. Without coordinated matching, the CMDB fills with noise instead of truth.

Data drifts and goes stale

Without continuous reconciliation, a large share of CIs drift from reality within weeks. You're making change decisions on records you can't trust.

High cost & complexity

Traditional enterprise CMDB solutions are complex to deploy, demand months of integration work, and cost more than mid-market teams can justify.

How it works

From fragmented sources
to one trusted CMDB

Lightweight collectors discover infrastructure where it actually runs. The Manager reconciles every source with AI. You get golden records you can trust.

1

Deploy collectors anywhere

On-prem collectors for vCenter, Kubernetes and F5 — live today. A generic Cloud Connector for major providers is on the way.

2

The Manager reconciles

Multi-signal AI matching — hostname, IP, UUID and graph correlation — merges duplicates into one golden record with a confidence score.

3

Trust, govern, integrate

Every CI gets a 0–100 Quality Score. Use CMDBHub standalone, or push reconciled records straight into ServiceNow.

Collectors — where your data lives
vCenter live
Kubernetes live
F5 BIG-IP live
Cloud Connector (GCP, AWS, Azure) soon
CMDBHub Manager
Reconcile · Govern · Unify
One trusted CMDB. Self-hosted today; SaaS Manager coming.
Features

Built for real-world CMDB challenges

The hard part of any CMDB isn't finding assets — it's trusting the record. Every feature is built around that single goal.

Reconciliation Studio

Deterministic keys plus AI similarity scoring. Tune thresholds, simulate the outcome before committing, and override with full audit trail.

Quality Score Governance

Every CI scores 0–100 on completeness, ownership, recency and relationships. Finally see, at a glance, what you can actually rely on.

Live Service Graph

Real relationship mapping across your entire stack — from VIPs and ingress down to pods, hosts and clusters. Visual, queryable, exportable.

Hybrid Collectors

Discovery runs right next to your data. vCenter, Kubernetes and F5 today — cloud connectors for major providers coming next.

VMware Visibility & FinOps

Real visibility into your VMware estate — utilization, rightsizing signals, and the foundation for internal chargeback and cost optimization.

ServiceNow-Ready

Push clean, reconciled records into ServiceNow via Import Sets. Be the trusted source layer for the CMDB you already paid for.

VMware Visibility & FinOps

Turn your vCenter discovery into real cost insight

CMDBHub already maps your VMware estate down to the VM. Layer in your own internal rates and you get the foundation of a FinOps practice — without buying a separate platform.

Full estate visibility

Every VM, cluster, datastore and host — discovered, reconciled, and continuously kept current.

Internal chargeback ready

Apply your own per-vCPU, per-GB, per-IOPS rates against discovered consumption. Allocate cost to business units with data you can defend.

Rightsizing signals

Spot underused VMs, oversized clusters, and orphan resources. The first practical step toward a leaner VMware footprint.

Internal chargeback · sample
illustrative
Finance
82%
Engineering
64%
Data Platform
48%
Marketing
31%
Shared / IT
22%
vCPU · RAM · Storage Sample view
See it in 2 minutes

Take the interactive
guided tour

Seven slides. Two minutes. Watch discovery, the Reconciliation Studio, Quality Scores, and the VMware FinOps dual model in action — at your own pace.

// click to open · discovery → reconcile → governance → finops

Pricing

Predictable. Transparent. Affordable.

Pick the tier that fits. No per-CI traps, no surprise renewals. Significantly more affordable than legacy enterprise CMDB tools.

Community
Free · self-hosted

The core engine, free forever. For teams ready to take CMDB data quality into their own hands.

  • vCenter, Kubernetes, F5 collectors
  • Reconciliation Studio (core)
  • Quality Score & Service Graph
  • Community support
Enterprise & MSP
Custom · multi-tenant

Multi-tenant Manager for service providers, SSO, role-based access, and a dedicated success team.

  • Multi-tenant SaaS Manager
  • SSO, RBAC, audit exports
  • Custom collectors & integrations
  • Dedicated success team

Pricing details published transparently before purchase. No surprise renewal increases.

Ready for a CMDB you can actually trust?

Get the free Community edition, or grab a 15-minute demo with real data. No credit card, no sales gauntlet.

Free Community edition • Runs in your network • Be first to the AI reconciliation beta

Or reach us directly: hello@cmdbhub.com

Self-hosted Secure by design Community Edition available