Cloud Digital Leader How Google Cloud Resources Are Managed Practice Question
An organization uses labels to track cost by environment (dev, test, prod). However, the Finance team notices that some resources are missing the 'env' label. Which service can automatically suggest labeling resources that are missing required labels?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Active Assist Recommendations
Active Assist provides recommendations for various optimizations, including labeling. The Recommender can suggest labels for resources that are missing them, based on usage patterns.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Cost Management dashboard
Why it's wrong here
The Cost Management dashboard provides high-level billing data and filtering by existing label keys/values, but it is a visualization tool rather than an analyzer of resource configuration. It cannot inspect individual resources to detect that a required label is absent, nor does it generate prescriptive recommendations. To get label suggestions, you need a recommender service like Active Assist.
- ✓
Active Assist Recommendations
Why this is correct
Active Assist Recommendations includes the label recommender, which leverages machine learning to analyze resource metadata, usage patterns, and existing label coverage to identify resources missing required label keys or values. It surfaces each suggestion with a rationale and one-click remediation, helping teams enforce tagging conventions without manual audits. This is exactly the kind of proactive, prescriptive guidance the organization needs.
- ✗
Cloud Asset Inventory
Why it's wrong here
Cloud Asset Inventory offers a historical, searchable inventory of all cloud resources and their complete metadata, including current labels, across projects and orgs. While you could query it to find resources with missing labels, that is a manual, build-your-own audit process—it does not provide automated recommendations or contextual insights about why labels should be added. It is a system of record, not an advisor.
- ✗
Organization Policy Service
Why it's wrong here
Organization Policy Service lets you define constraint policies (e.g., a list constraint on label values) that are enforced when resources are created or updated, blocking deployments that violate them. This is a mandatory control valve, not an advisory mechanism—it can reject unlabeled resources but cannot suggest what labels should be applied to legacy or existing resources. Active Assist complements this by providing recommendations for resources already in your estate.
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Related to this question
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Cloud vs On-Premises Total Cost Analysis
Key term
Label
A label is a piece of metadata attached to data, objects, or resources to identify, classify, or describe them for easier management and retrieval.
Key term
Labels
Labels are descriptive text or tags attached to IT resources to organize, identify, and manage them based on attributes like purpose, environment, or owner.
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Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
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