The CMDB is the reason your AI project stalled.
Datum CMDB connects read-only to your ServiceNow instance and returns a complete, evidence-based CMDB health assessment in about 30 minutes — the diagnostic that used to take consultants, six-figure budgets, and months. Any instance. Any version. Any scale.
Read-only · Zero CMDB writes · Data destroyed on request
Every module you licensed sits on data nobody has audited.
Now Assist. Agentic AI. ITOM. SAM. Automated incident routing. Every one of them assumes the CMDB beneath it is accurate, governed, and complete. The platform was configured years ago, ownership turned over, and the data drifted. The new modules were bought on the assumption the foundation was solid.
Dashboards that lie
Health scores report green because staleness thresholds were relaxed to 360 days and compliance rules were never configured. A 100% compliance score is the unconfigured default — not a measurement.
Nobody owns anything
Hundreds of thousands of CIs with no assigned owner. When the data goes stale, no one is accountable — and no one can be asked to fix it.
Shadow systems
Integrations writing past identification and reconciliation controls, silently creating duplicates — so teams keep the real inventory in spreadsheets they trust more than the CMDB.
And diagnosing it has been the problem. A proper CMDB audit has historically meant hundreds of thousands of dollars in consulting engagements spanning many months — and still only covering a fraction of the configuration. Most organizations never start, because the upfront cost and disruption are too high. So the AI projects stall instead, and nobody can say exactly why.
Six dimensions. 40+ system tables. Evidence for every finding.
Datum CMDB is an agentic AI application that reads your instance the way a senior CMDB architect would — then reports what is actually true, with the evidence chain attached.
Schema
Table structure, custom fields, utilization rates, and the customization debt nobody documented.
Scripts
Business rules, execution conflicts, and undocumented customizations — including who created them and when.
Health Configuration
Scoring jobs, thresholds, and whether your dashboard is measuring reality or reporting a default.
Ownership & Governance
Assignment coverage, update patterns, certification cadence, and accountability gaps.
Integrations
Data source compliance, IRE bypass, duplicate creation patterns, and error rates.
CSDM Alignment
Service classification, dependency mapping, and honest Crawl / Walk / Run maturity placement.
Module readiness, scored
Not "your CMDB has issues" — which specific capabilities your current data can and cannot support.
Findings you can act on
Every finding carries an evidence chain, a confidence score, a dollar impact, and the modules it blocks.
Health dashboard is reporting false green
Staleness thresholds relaxed to 360 days. Zero compliance rules configured. The 100% compliance score is the unconfigured default, not a measurement. Actual operational health: 34 out of 100.
Nobody owns 80% of your infrastructure data
462,000 of 577,000 CIs have no assigned owner. Without ownership, no one is accountable when data goes stale — and remediation has no destination.
11 integrations bypass safety controls, creating 28,000 duplicates
Data sources writing via Table API instead of IRE. Incident response can't determine which record is authoritative, so teams stop trusting the CMDB entirely.
Three steps. No consultants. No production risk.
Connect
Install from the ServiceNow Store and authorize a secure, read-only connection to your instance. Fewer than 10,000 API calls, paginated and scheduled to stay well under semaphore capacity.
- Zero writes to the CMDB
- No changes to core code
- Data destroyed on request
Assess
Agentic AI analyzes schema, scripts, health configuration, ownership, integrations, and service model alignment across every CI class — separating observed fact from inference at every step.
- ~30 minutes end to end
- 40+ system tables
- Confidence score per finding
Deliver
An executive-ready assessment: health score, dollar impact, evidence-based findings, module readiness map, and a phased remediation roadmap with ROI projections.
- Stakeholder-ready narrative
- Prioritized, phased actions
- Payback modeled per phase
Read-only by design
Every operation is a query. The tool cannot modify your instance — that constraint is architectural, not a setting.
Fact vs. inference
Observed data and drawn conclusions are labeled separately. Low-confidence findings are reported as such, never dressed up.
Evidence chains
Each finding cites the tables, records, and timestamps behind it, so your team can verify it independently.
Store-certified
Published on the ServiceNow Store — reviewed through ServiceNow's certification and security process.
A degraded CMDB isn't technical debt. It's a line item.
The assessment quantifies annual exposure across five categories — ghost assets and license waste, incident response delays, change failure rates, platform under-utilization, and audit burden — then models remediation against it.
| Scenario | Investment | Annual return | ROI | Payback |
|---|---|---|---|---|
| Conservative | $75K–$150K | $1.8M | 1,100% | 3 months |
| Moderate | $75K–$150K | $2.8M | 1,800% | 2 months |
| Optimistic | $75K–$150K | $4.2M | 2,700% | 1 month |
Figures above are drawn from a representative enterprise assessment of 577,000 CIs. Actual results vary by environment, data quality, and scope — they are validated during the engagement, not guaranteed in advance.
Your dashboard vs. reality
| Metric | Dashboard | Actual |
|---|---|---|
| Overall health | 87% | 34% |
| Completeness | 91% | 52% |
| Compliance | 100% | ~40% |
| Incident CI reference rate | N/A | 28% |
| Change CI attachment rate | N/A | 42% |
Where the money goes
| Category | Annual exposure |
|---|---|
| Platform under-utilization | $800K–$1.25M |
| Change failure | $250K–$1.2M |
| Ghost assets & licenses | $200K–$900K |
| Incident delays | $180K–$450K |
| Audit burden | $50K–$200K |
Find out what your CMDB actually looks like.
Thirty minutes, read-only, zero writes. You'll know your real health score, what it's costing you, and which modules it's blocking — before you spend another dollar on a platform that isn't ready for it.
Start with the diagnostic
Health score, evidence-based findings, and root cause analysis at no cost for qualified organizations. See exactly where your CMDB stands.
Then fix it
Full remediation roadmap, execution support, and ongoing governance — from diagnosis to sustainable health, with the roadmap phased so value lands early.