CIS - DF Overview
SERVICENOW · CIS – Data Foundations (CMDB and CSDM) (CIS-DF)
This is the set of cards I used for studying for this exam and it covers anything that may show up
Certification Summary
The ServiceNow CIS-Data Foundations certification is for CMDB admins and platform architects who spend their shifts fixing discovery duplicates and fighting with teams over broken CI classes. You sit this exam if you are the person the bridge call leader pings when the CMDB health dashboard stays red and the identification engine fails to reconcile incoming hardware data.
Expect to spend your time on Govern at 35 percent, which covers the reconciliation rules and data audits that stop the CMDB from becoming a junk drawer. Ingest and Insight make up 39 percent of the exam, focusing on how data enters the system and how you report on its health, while Configure and CSDM Fundamentals cover the remaining 26 percent. You will see questions about setting up identification and reconciliation rules for specific CI classes and mapping business services to infrastructure using the common service data model.
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All cards (325)
Scroll to review fronts and backs
Card 1
Front
CMDB
Back
Configuration Management Database
Card 2
Front
CI
Back
Configuration Item
Card 3
Front
Configuration item
Back
A record representing a managed component or service.
Card 4
Front
cmdb_ci
Back
Base table for configuration items.
Card 5
Front
CI class
Back
A table/type used to classify similar CIs.
Card 6
Front
CI attribute
Back
A field that stores information about a CI.
Card 7
Front
CI relationship
Back
A defined connection between two CIs.
Card 8
Front
Relationship type
Back
The named meaning of a CI-to-CI relationship.
Card 9
Front
Parent CI
Back
The upstream or containing CI in a relationship.
Card 10
Front
Child CI
Back
The downstream or contained CI in a relationship.
Card 11
Front
Dependency
Back
A relationship showing that one CI relies on another.
Card 12
Front
Impact analysis
Back
Using CI relationships to understand affected services.
Card 13
Front
Configuration management
Back
The process of controlling and maintaining CI data.
Card 14
Front
CMDB goal
Back
Trusted data for operations, risk, impact, and service visibility.
Card 15
Front
CMDB trust
Back
Confidence that CI data is accurate, complete, current, and governed.
Card 16
Front
CMDB operationalization
Back
Making CMDB care part of daily processes.
Card 17
Front
Stale CI
Back
A CI not updated or validated within the expected period.
Card 18
Front
Duplicate CI
Back
More than one record represents the same real-world item.
Card 19
Front
Orphan CI
Back
A CI missing expected relationships.
Card 20
Front
Retired CI
Back
A CI no longer active but retained for history or control.
Card 21
Front
Archived CI
Back
A CI removed from active operational use for long-term retention.
Card 22
Front
Manual CI
Back
A CI maintained by people instead of automated discovery.
Card 23
Front
Non-discoverable CI
Back
A CI that cannot be reliably found by automated discovery.
Card 24
Front
Non-discoverable attribute
Back
A CI field that automation cannot reliably determine.
Card 25
Front
CI lifecycle
Back
The stages a CI passes through from creation to retirement.
Card 26
Front
Configuration domain weight
Back
15%
Card 27
Front
CI Class Manager
Back
Tool for managing CI classes, attributes, and hierarchy.
Card 28
Front
Use CI Class Manager for
Back
Class design, table extension, attributes, and hierarchy review.
Card 29
Front
CI Class Manager should not be used for
Back
Bulk CI loading or source reconciliation.
Card 30
Front
Class hierarchy
Back
Inheritance structure between CMDB tables/classes.
Card 31
Front
Base class
Back
Higher-level class that provides inherited fields.
Card 32
Front
Extended class
Back
More specific class that inherits from a parent class.
Card 33
Front
Class extension
Back
Creating a more specific table under an existing class.
Card 34
Front
Class attribute
Back
A field defined for a CI class.
Card 35
Front
Inherited attribute
Back
A field inherited from a parent class.
Card 36
Front
Over-modeling risk
Back
Creating unnecessary classes that increase complexity.
Card 37
Front
Under-modeling risk
Back
Using generic classes that hide important differences.
Card 38
Front
Class design principle
Back
Use the most appropriate existing class before creating a new one.
Card 39
Front
Custom CI class warning
Back
Create only when existing classes do not fit the requirement.
Card 40
Front
CI class selection
Back
Choose the class that best represents the real-world item.
Card 41
Front
IRE
Back
Identification and Reconciliation Engine
Card 42
Front
IRE purpose
Back
Identifies existing CIs and controls updates from data sources.
Card 43
Front
Identification rule
Back
Determines whether incoming data matches an existing CI.
Card 44
Front
Identifier entry
Back
A set of attributes used to identify a CI.
Card 45
Front
Lookup rule
Back
Helps find a matching CI during identification.
Card 46
Front
Reconciliation rule
Back
Controls which data source can update CI attributes.
Card 47
Front
Data source precedence
Back
Ranking of sources for attribute updates.
Card 48
Front
IRE payload
Back
Structured incoming CI data processed by IRE.
Card 49
Front
Use IRE when
Back
Multiple sources may create or update the same CIs.
Card 50
Front
Bypassing IRE risk
Back
Duplicates, overwrites, and weaker source control.
Card 51
Front
CMDB 360
Back
CMDB view for multisource CI data and analytics.
Card 52
Front
Multisource CMDB
Back
CMDB capability for viewing data from multiple sources.
Card 53
Front
CMDB 360 value
Back
Shows which sources contributed CI attribute data.
Card 54
Front
CMDB 360 view
Back
Workspace view for reviewing multisource CI details.
Card 55
Front
CMDB 360 analytics
Back
Visibility into multisource coverage and source behavior.
Card 56
Front
Configure CMDB 360 when
Back
You need transparency across multiple contributing sources.
Card 57
Front
Source control scenario
Back
Use IRE and reconciliation, not direct table updates.
Card 58
Front
Class cleanup scenario
Back
Review hierarchy and attributes in CI Class Manager.
Card 59
Front
Attribute ownership scenario
Back
Use reconciliation rules to control source updates.
Card 60
Front
Conflicting source data
Back
Resolve through source precedence and reconciliation rules.
Card 61
Front
Wrong CI class symptom
Back
Records lack relevant fields or report incorrectly.
Card 62
Front
Too many custom classes symptom
Back
Harder reporting, upgrades, and governance.
Card 63
Front
CI class manager output
Back
Better class structure and attribute consistency.
Card 64
Front
Class hierarchy review
Back
Confirms that CIs inherit the right fields and behavior.
Card 65
Front
CMDB table design
Back
Should support reporting, governance, and product use.
Card 66
Front
Class-level attribute
Back
Field added to a specific class or inherited from parent.
Card 67
Front
CI classification error
Back
A CI stored in the wrong table/class.
Card 68
Front
Reclassification
Back
Moving or correcting a CI into the right class.
Card 69
Front
Identification failure
Back
Incoming CI data cannot match the correct existing record.
Card 70
Front
Reconciliation failure
Back
A source cannot update a field due to source rules.
Card 71
Front
Source attribute conflict
Back
Two sources provide different values for the same CI field.
Card 72
Front
Multisource investigation
Back
Use CMDB 360 to compare source contributions.
Card 73
Front
Configuration exam focus
Back
Class design, IRE, and CMDB 360 decisions.
Card 74
Front
Ingest domain weight
Back
19%
Card 75
Front
CMDB ingestion
Back
Populating and maintaining CMDB data from sources.
Card 76
Front
Discovery
Back
Automated identification of infrastructure and relationships.
Card 77
Front
Service Mapping
Back
Discovers service/application dependency maps.
Card 78
Front
Service Graph Connector
Back
Integration method for bringing external data into the CMDB.
Card 79
Front
ACC
Back
Agent Client Collector
Card 80
Front
MID Server
Back
ServiceNow component that communicates with internal networks.
Card 81
Front
IntegrationHub ETL
Back
Guided ETL framework for importing and transforming CMDB data.
Card 82
Front
Import set
Back
Staging table used before transforming imported data.
Card 83
Front
Transform map
Back
Maps imported data into target ServiceNow tables.
Card 84
Front
Robust Transform Engine
Back
Transform framework often used with Service Graph Connectors.
Card 85
Front
Manual population
Back
Human entry or maintenance of CI data.
Card 86
Front
Spreadsheet import risk
Back
Can create duplicates and technical debt if poorly controlled.
Card 87
Front
Automated relationship population
Back
Relationships created by discovery, mapping, or connectors.
Card 88
Front
Manual relationship population
Back
Relationships created by users when automation cannot determine them.
Card 89
Front
Relationship automation opportunity
Back
Use Discovery, Service Mapping, ACC, or connectors when possible.
Card 90
Front
Ingestion method decision
Back
Choose based on source, data type, frequency, and reliability.
Card 91
Front
Use Discovery when
Back
Infrastructure can be scanned or discovered automatically.
Card 92
Front
Use Service Mapping when
Back
You need service/application dependency visibility.
Card 93
Front
Use Service Graph Connector when
Back
A supported external data source owns useful CI data.
Card 94
Front
Use ACC when
Back
Agent-based endpoint/server data collection is appropriate.
Card 95
Front
Use manual entry when
Back
Data cannot be discovered or integrated reliably.
Card 96
Front
Use IntegrationHub ETL when
Back
You need controlled transformation into CMDB tables.
Card 97
Front
Upgradeability principle
Back
Prefer supported configuration over custom table writes.
Card 98
Front
Technical debt
Back
Future cost caused by fragile or nonstandard implementation choices.
Card 99
Front
Ingestion technical debt risk
Back
Custom scripts that bypass IRE or supported connectors.
Card 100
Front
Upgrade-safe integration
Back
Uses supported APIs, IRE, connectors, and documented patterns.
Card 101
Front
Non-discoverable attribute approach
Back
Assign ownership and maintain through governed processes.
Card 102
Front
Non-discoverable CI approach
Back
Create and maintain through controlled manual or integration process.
Card 103
Front
Manual CI governance
Back
Define owner, required fields, validation, and lifecycle process.
Card 104
Front
Compliance identifier
Back
A regulatory or security identifier tracked against a CSDM object.
Card 105
Front
Security identifier tracking
Back
Attach compliance/security IDs to the proper CSDM records.
Card 106
Front
Regulatory identifier tracking
Back
Map identifiers to services, applications, or other governed objects.
Card 107
Front
Asset
Back
Financial/procurement/lifecycle record for an owned item.
Card 108
Front
CI versus Asset
Back
CI supports operations; asset supports financial/lifecycle management.
Card 109
Front
Asset-CI alignment
Back
Links asset lifecycle with operational configuration data.
Card 110
Front
Asset-CI mismatch
Back
Asset and CI records do not represent the same real-world item correctly.
Card 111
Front
Hardware CI
Back
Operational record for a physical technology component.
Card 112
Front
Hardware asset
Back
Financial/procurement record for a physical item.
Card 113
Front
Lifecycle synchronization
Back
Keeping CI and asset states aligned where appropriate.
Card 114
Front
Source frequency
Back
How often an ingestion source updates CMDB data.
Card 115
Front
Source reliability
Back
Trust level of an ingestion source for specific data.
Card 116
Front
Authoritative source
Back
Preferred source for a specific attribute or record type.
Card 117
Front
Data normalization
Back
Making incoming values consistent for reporting and governance.
Card 118
Front
Data transformation
Back
Changing source data into the target CMDB structure.
Card 119
Front
Data mapping
Back
Connecting source fields to ServiceNow target fields.
Card 120
Front
Relationship mapping
Back
Connecting source relationships to CMDB relationship types.
Card 121
Front
Source-to-class mapping
Back
Mapping incoming data to the correct CI class.
Card 122
Front
Uncontrolled integration symptom
Back
Duplicate CIs, inconsistent fields, and unreliable reports.
Card 123
Front
Direct insert risk
Back
Records may bypass identification and reconciliation controls.
Card 124
Front
IRE-safe ingestion
Back
Send data through IRE so matching and source control apply.
Card 125
Front
Automated ingestion benefit
Back
More current data with less manual maintenance.
Card 126
Front
Manual maintenance weakness
Back
Higher risk of stale, incomplete, or inconsistent data.
Card 127
Front
Discovery credential issue
Back
Can prevent devices or attributes from being discovered.
Card 128
Front
MID Server placement
Back
Must reach target networks and data sources.
Card 129
Front
Connector selection
Back
Prefer a certified connector when it supports the source.
Card 130
Front
Custom integration warning
Back
Use only when supported connectors or ETL patterns do not fit.
Card 131
Front
Data source onboarding
Back
Define scope, mapping, ownership, schedule, and reconciliation.
Card 132
Front
Ingestion validation
Back
Confirm created CIs, updated fields, and relationships are correct.
Card 133
Front
Ingest exam focus
Back
Choosing the right data population method.
Card 134
Front
Manual attribute owner
Back
Person or group accountable for maintaining a non-discoverable field.
Card 135
Front
Compliance data owner
Back
Stakeholder accountable for security or regulatory identifier accuracy.
Card 136
Front
Integration schedule
Back
Controls how often a data source feeds the CMDB.
Card 137
Front
Data freshness
Back
How current the CMDB data is relative to reality.
Card 138
Front
Relationship completeness
Back
Whether expected CI relationships exist.
Card 139
Front
Discovery and IRE
Back
Discovery should feed CI data through identification controls.
Card 140
Front
Service Graph and IRE
Back
Connectors should support controlled CMDB population.
Card 141
Front
Govern domain weight
Back
35%
Card 142
Front
CMDB governance
Back
Rules, roles, processes, and measures for trusted CMDB data.
Card 143
Front
Good CMDB governance goal
Back
Accurate, complete, current, compliant, and useful CI data.
Card 144
Front
Governance operating model
Back
Defined ownership, standards, controls, review, and remediation.
Card 145
Front
CMDB Administrator
Back
Administers CMDB configuration and data processes.
Card 146
Front
CMDB Librarian
Back
Maintains standards, models, and data quality practices.
Card 147
Front
Data Steward
Back
Owns data quality for assigned scope or domain.
Card 148
Front
Configuration Manager
Back
Governs configuration management process and CMDB outcomes.
Card 149
Front
CI Class Owner
Back
Owns class expectations, fields, lifecycle, and quality.
Card 150
Front
Platform Architect
Back
Designs platform-aligned CMDB architecture.
Card 151
Front
Platform Owner
Back
Owns platform direction, governance, and business alignment.
Card 152
Front
ServiceNow Developer
Back
Builds supported configurations and integrations.
Card 153
Front
Technical Consultant
Back
Designs and implements CMDB solutions for customers.
Card 154
Front
Data owner
Back
Accountable for correctness of a data area.
Card 155
Front
Process owner
Back
Accountable for process use of CMDB data.
Card 156
Front
Service owner
Back
Accountable for service definition and service-related data.
Card 157
Front
Application owner
Back
Accountable for application-related records and relationships.
Card 158
Front
Governance role trap
Back
Do not make one admin own all business data quality.
Card 159
Front
Data quality accountability
Back
Belongs to owners and stewards, not only platform admins.
Card 160
Front
CMDB Health
Back
Capability for measuring CMDB data quality.
Card 161
Front
CMDB Health score
Back
Aggregated measure of CMDB quality.
Card 162
Front
CMDB Health KPIs
Back
Completeness, correctness, and compliance.
Card 163
Front
Completeness
Back
Measures whether expected CI fields are populated.
Card 164
Front
Correctness
Back
Measures whether CI data is valid and structurally sound.
Card 165
Front
Compliance
Back
Measures whether CIs follow configured audit rules.
Card 166
Front
Required field metric
Back
Completeness check for mandatory expected fields.
Card 167
Front
Recommended field metric
Back
Completeness check for useful but non-mandatory fields.
Card 168
Front
Duplicate metric
Back
Correctness check for duplicate CI records.
Card 169
Front
Orphan metric
Back
Correctness check for missing expected relationships.
Card 170
Front
Staleness metric
Back
Correctness check for outdated CI records.
Card 171
Front
Audit metric
Back
Compliance check against configured CMDB audit rules.
Card 172
Front
Six CMDB health metrics
Back
Required, recommended, duplicate, orphan, stale, and audit.
Card 173
Front
Health scorecard
Back
Configured scoring for KPIs and metrics.
Card 174
Front
CMDB Health Dashboard
Back
Dashboard for monitoring CMDB health and drilldowns.
Card 175
Front
Health dashboard value
Back
Turns data quality issues into visible remediation work.
Card 176
Front
KPI
Back
Key Performance Indicator
Card 177
Front
CSF
Back
Critical Success Factor
Card 178
Front
KPI example
Back
Reduce duplicate CIs for principal classes.
Card 179
Front
CSF example
Back
Defined ownership and regular remediation process.
Card 180
Front
Data validation
Back
Confirming CMDB data matches rules and reality.
Card 181
Front
Data compliance
Back
Confirming CI data meets configured policy/audit expectations.
Card 182
Front
CMDB audit
Back
Check that CI data conforms to governance rules.
Card 183
Front
Remediation
Back
Correcting identified CMDB data quality issues.
Card 184
Front
Remediation owner
Back
Person or group responsible for fixing a data issue.
Card 185
Front
Remediation workflow
Back
Defined process for assigning, tracking, and resolving issues.
Card 186
Front
Deduplication
Back
Process of identifying and resolving duplicate CIs.
Card 187
Front
Deduplication wizard
Back
Guided tool for remediating duplicate CI records.
Card 188
Front
Use deduplication wizard when
Back
Duplicate CI records need guided review and cleanup.
Card 189
Front
Duplicate creation cause
Back
Multiple sources identify the same item differently.
Card 190
Front
Duplicate creation cause: weak identifiers
Back
Incoming data lacks reliable matching attributes.
Card 191
Front
Duplicate creation cause: bypassed IRE
Back
Data inserted without identification controls.
Card 192
Front
Duplicate remediation
Back
Merge, retire, or correct records according to governance.
Card 193
Front
Duplicate prevention
Back
Improve identifiers, source mapping, and reconciliation.
Card 194
Front
Principal class
Back
A CI class selected as important for CMDB health monitoring.
Card 195
Front
Define principal classes when
Back
You need focused health checks for important CI classes.
Card 196
Front
Principal class value
Back
Limits health focus to meaningful classes.
Card 197
Front
Principal class mistake
Back
Monitoring too many irrelevant classes.
Card 198
Front
CMDB Workspace
Back
Workspace for managing and reviewing CMDB data.
Card 199
Front
CMDB Workspace use
Back
Investigate CIs, health, relationships, and remediation context.
Card 200
Front
CMDB Workspace feature
Back
Centralized CI and CMDB management experience.
Card 201
Front
CMDB Data Foundations Dashboard
Back
Dashboard for improving foundational CMDB data quality.
Card 202
Front
Data Foundations Dashboard value
Back
Highlights foundational data issues and improvement areas.
Card 203
Front
CMDB Data Manager
Back
Capability for managing CI lifecycle actions through policies.
Card 204
Front
Data Manager purpose
Back
Automates governed CI lifecycle management.
Card 205
Front
Data Manager policy
Back
Defines how a CI lifecycle event should be processed.
Card 206
Front
Data Manager policy example
Back
Retire or delete stale CIs through a controlled process.
Card 207
Front
Data Manager policy trigger
Back
Condition or lifecycle event that starts governed processing.
Card 208
Front
Data Manager subflow
Back
Automation used by a Data Manager policy.
Card 209
Front
Lifecycle event
Back
A change in CI state requiring governed action.
Card 210
Front
CI retirement
Back
Moving a CI out of active operational use.
Card 211
Front
CI deletion caution
Back
Delete only through controlled policy and governance.
Card 212
Front
Lifecycle attribute
Back
Field that represents CI lifecycle or operational state.
Card 213
Front
Lifecycle attribute management
Back
Keeping lifecycle fields consistent across related CIs.
Card 214
Front
Lifecycle mismatch
Back
Related records show conflicting states.
Card 215
Front
Stale CI remediation
Back
Validate, update, retire, or archive the CI.
Card 216
Front
Orphan CI remediation
Back
Add valid relationships or correct classification/scope.
Card 217
Front
Required field remediation
Back
Populate missing mandatory governance fields.
Card 218
Front
Recommended field remediation
Back
Populate helpful fields that improve reporting and operations.
Card 219
Front
Audit failure remediation
Back
Correct data so it meets configured audit conditions.
Card 220
Front
Operational CMDB
Back
A CMDB actively used in incident, change, service, and risk work.
Card 221
Front
CMDB adoption
Back
Product and process use of CMDB data.
Card 222
Front
CMDB stewardship
Back
Ongoing care and improvement of CMDB data.
Card 223
Front
CMDB governance board
Back
Cross-functional group that sets CMDB standards and priorities.
Card 224
Front
Data standard
Back
Agreed rule for how data should be structured or maintained.
Card 225
Front
Data ownership matrix
Back
Mapping of data areas to accountable owners.
Card 226
Front
RACI
Back
Responsible, Accountable, Consulted, Informed
Card 227
Front
Governance cadence
Back
Regular review cycle for CMDB quality and remediation.
Card 228
Front
Health trend
Back
Change in CMDB quality over time.
Card 229
Front
Remediation backlog
Back
Open CMDB data quality issues awaiting correction.
Card 230
Front
Governance escalation
Back
Raising unresolved data issues to accountable owners.
Card 231
Front
Class owner task
Back
Define required attributes and quality expectations for a class.
Card 232
Front
Data steward task
Back
Review and correct data quality issues.
Card 233
Front
CMDB admin task
Back
Configure CMDB tools, rules, and dashboards.
Card 234
Front
Configuration manager task
Back
Ensure process compliance and CMDB operational value.
Card 235
Front
Platform architect task
Back
Keep CMDB design aligned to platform architecture.
Card 236
Front
Governance anti-pattern
Back
Treating CMDB cleanup as a one-time project.
Card 237
Front
Governance success sign
Back
Data quality is measured, owned, and improved continuously.
Card 238
Front
Dashboard drilldown
Back
Opening details behind a score or metric.
Card 239
Front
Health dashboard drilldown use
Back
Find affected CIs and remediation targets.
Card 240
Front
Data quality rule
Back
Defined condition used to evaluate CMDB data.
Card 241
Front
Data certification
Back
Formal validation that data is correct for a scope.
Card 242
Front
CMDB audit failure
Back
CI data does not meet a configured compliance rule.
Card 243
Front
Audit scope
Back
The class or CI set being evaluated.
Card 244
Front
Metric threshold
Back
Score level used to judge health performance.
Card 245
Front
Remediation priority
Back
Importance assigned to fixing a data issue.
Card 246
Front
Critical CI
Back
CI whose accuracy strongly affects operations or services.
Card 247
Front
High-value class
Back
Class important enough to monitor as principal.
Card 248
Front
Governance exam focus
Back
Health, dashboards, roles, duplicates, Data Manager, and lifecycle.
Card 249
Front
Data Foundation improvement
Back
Fix foundational records before relying on advanced use cases.
Card 250
Front
Completeness issue symptom
Back
Important CI fields are blank.
Card 251
Front
Correctness issue symptom
Back
Duplicates, stale CIs, or bad relationships exist.
Card 252
Front
Compliance issue symptom
Back
CIs fail configured audit rules.
Card 253
Front
Continuous improvement
Back
Repeated measurement and remediation of CMDB quality.
Card 254
Front
Governance without ownership
Back
Creates dashboards but little actual remediation.
Card 255
Front
Governance with ownership
Back
Issues route to people who can fix them.
Card 256
Front
CMDB health scope
Back
Can be assessed overall, by class, or by CI.
Card 257
Front
Insight domain weight
Back
20%
Card 258
Front
CMDB business value
Back
Better impact, risk, service visibility, and decision-making.
Card 259
Front
CMDB value for incident
Back
Shows affected CIs and service impact.
Card 260
Front
CMDB value for change
Back
Improves risk and impact assessment.
Card 261
Front
CMDB value for problem
Back
Helps identify recurring CI-related causes.
Card 262
Front
CMDB value for vulnerability
Back
Connects vulnerable assets to services and owners.
Card 263
Front
CMDB value for service management
Back
Links technology to services and outcomes.
Card 264
Front
Natural Language Query
Back
Plain-language style querying of CMDB data.
Card 265
Front
NLQ
Back
Natural Language Query
Card 266
Front
Use NLQ when
Back
A user needs easier exploration without building complex filters manually.
Card 267
Front
CMDB Saved Query
Back
Reusable CMDB query for CIs and relationships.
Card 268
Front
Saved query value
Back
Captures complex relationship logic for reuse.
Card 269
Front
Complex relationship query
Back
Query that traverses multiple CI relationships.
Card 270
Front
Full result set
Back
All matching CIs and relationships returned by the query.
Card 271
Front
Query builder mistake
Back
Missing relationship direction or class scope.
Card 272
Front
Relationship direction
Back
The parent-child orientation used in relationship traversal.
Card 273
Front
Query scope
Back
Classes and records included in a query.
Card 274
Front
CMDB 360 reporting
Back
Reporting using multisource CMDB data.
Card 275
Front
Custom report
Back
A report built for a specific CMDB question or outcome.
Card 276
Front
CMDB report design
Back
Start with the business question and required CI scope.
Card 277
Front
Unified Map
Back
Visual map of CIs and their relationships.
Card 278
Front
Dependency view map
Back
Map showing dependencies between CIs/services.
Card 279
Front
Map node
Back
A CI or service object shown on a map.
Card 280
Front
Map edge
Back
A relationship shown between mapped objects.
Card 281
Front
Unified Map use
Back
Explore service and CI dependencies visually.
Card 282
Front
Dependency view value
Back
Shows upstream and downstream impact paths.
Card 283
Front
Map expansion
Back
Adding related CIs to the visible map.
Card 284
Front
Map filtering
Back
Limiting displayed CIs or relationships.
Card 285
Front
Impact path
Back
Relationship path showing how one CI affects another.
Card 286
Front
Root CI
Back
Starting CI for a map or dependency investigation.
Card 287
Front
Upstream dependency
Back
A CI or service that the current CI depends on.
Card 288
Front
Downstream dependency
Back
A CI or service that depends on the current CI.
Card 289
Front
Product leveraging CMDB
Back
A ServiceNow product using CI data for outcomes.
Card 290
Front
ITSM and CMDB
Back
Uses CIs for incident, change, problem, and impact.
Card 291
Front
ITOM and CMDB
Back
Uses discovery, events, mapping, and operational visibility.
Card 292
Front
CSM and CMDB
Back
Can connect customer services to supporting technology.
Card 293
Front
IRM/GRC and CMDB
Back
Can use CI/service context for risk and compliance.
Card 294
Front
Security Operations and CMDB
Back
Uses asset and CI context for vulnerability and response.
Card 295
Front
CMDB Foundation Dashboard
Back
Dashboard for foundational CMDB improvement insights.
Card 296
Front
Foundation Dashboard benefit
Back
Prioritizes foundational data fixes for better outcomes.
Card 297
Front
Dashboard Playbook
Back
Guided approach for interpreting and acting on dashboard findings.
Card 298
Front
Use Dashboard Playbook when
Back
Teams need guidance turning dashboard results into action.
Card 299
Front
Playbook benefit
Back
Standardizes response to dashboard-identified issues.
Card 300
Front
Insight from dashboards
Back
Turns CMDB data into trends, priorities, and actions.
Card 301
Front
Insight exam focus
Back
Queries, maps, reports, dashboards, and product outcomes.
Card 302
Front
Relationship query scenario
Back
Use saved queries when relationship logic must be reused.
Card 303
Front
Dependency map scenario
Back
Use maps when visual impact paths matter.
Card 304
Front
Dashboard scenario
Back
Use dashboards when monitoring trends or remediation priorities.
Card 305
Front
Report scenario
Back
Use reports when stakeholders need structured data views.
Card 306
Front
NLQ scenario
Back
Use NLQ for fast exploratory questions.
Card 307
Front
Service impact visibility
Back
Knowing which services depend on affected CIs.
Card 308
Front
Operational visibility
Back
Seeing CI state, relationships, and service context.
Card 309
Front
Decision support
Back
Using CMDB data to choose safer operational actions.
Card 310
Front
Map limitation
Back
A map is only useful if relationships are accurate.
Card 311
Front
Report limitation
Back
A report is only useful if source data is governed.
Card 312
Front
Dashboard limitation
Back
Scores do not fix data without ownership and remediation.
Card 313
Front
Query completeness risk
Back
Missing relationships can hide affected results.
Card 314
Front
Service-aware reporting
Back
Reports that connect CIs to the services they support.
Card 315
Front
Owner-aware reporting
Back
Reports that include accountable owner information.
Card 316
Front
Multisource report question
Back
Which sources contributed or conflicted on CI data?
Card 317
Front
Saved query reuse
Back
Prevents rebuilding the same CMDB logic repeatedly.
Card 318
Front
Relationship-heavy analysis
Back
Best supported by saved queries or dependency maps.
Card 319
Front
Insight success sign
Back
Stakeholders can act on CMDB data with confidence.
Card 320
Front
CSDM domain weight
Back
11%
Card 321
Front
CSDM
Back
Common Service Data Model
Card 322
Front
CSDM purpose
Back
Standard model for aligning services, applications, and technology.
Card 323
Front
CSDM benefit
Back
Creates consistent reporting, service context, and product alignment.
Card 324
Front
CSDM and CMDB
Back
CSDM guides how CMDB data should be modeled.
Card 325
Front
CSDM approach
Back
Map data to the correct domain and table.