CIS - DF Overview

SERVICENOW · CIS – Data Foundations (CMDB and CSDM) (CIS-DF)

By IAmtheCheese

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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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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.