Knowledge quiz

It's time to put what you've learned to the test, get 8 right to pass this unit.

Which architectural pattern decentralizes data ownership by assigning responsibility to the domain teams closest to the data?

Choose the correct answer.

Data Fabric

Data Mesh

Event-Driven Architecture

Monolithic Architecture

Why does the rise of Agentic AI make data quality and governance safety-critical for an organization?

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Agents perform autonomous actions where incorrect data can lead to unsafe behaviors or strategic drift.

Agents require static and labeled datasets that must be manually updated to ensure operational security.

Data governance is primarily used to reduce the latency of single-call Machine Learning models.

High-quality data is only necessary to meet traditional regulatory and compliance requirements.

During which stage of AI maturity should an organization prioritize data quality scores, lineage coverage, and governance adoption rates?

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Foundation Stage

Growth Stage

Optimization Stage

Scaled Intelligence Stage

What is the primary role of a Chief Data Officer during a data transformation?

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To manage technical infrastructure

To translate data capability into business outcomes

To act as a data engineer for domain teams

To oversee the procurement of hardware

A healthcare organization implements a robust data governance and privacy framework, including data classification and consent management. How should this organization treat the governance framework to enable the launch of a new data-sharing product?

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As a mandatory compliance requirement

As a technical performance enhancement

As a centralized bottleneck for data requests

As a strategic asset for monetization

Which pillar of a data strategy assigns clear ownership of data assets to individuals within specific domains to maintain data quality?

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Governance

Stewardship

Architecture

Technology Enablement

Which metric serves as a critical measure of strategy execution effectiveness by tracking the transition of AI projects into a live environment?

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The reduction in decision cycle time

The rate of AI pilot programs that successfully scale to production

The percentage of required data fields populated

The reduction in manual audit efforts

What is the primary purpose of the Value Chain Mapping exercise in enterprise architecture?

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To document the technical specifications of a data pipeline.

To map the chain from technical capability to the desired business outcome.

To compare the infrastructure costs of different cloud providers.

To automate the deployment of microservices.

How does a Data Fabric architecture provide a unified view of data across a multi-cloud environment?

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By consolidating all organizational data into a single on-premises data warehouse.

By using a metadata-driven integration layer to orchestrate access without physical data movement.

By requiring each domain team to independently manage their own data products.

By processing data changes as real-time events via streaming platforms.

10.

Which dimension of the Value-Weighted Decision Matrix evaluates how quickly a project will deliver a business-observable outcome?

Choose the correct answer.

Value magnitude

Value durability

Time to value

Risk-adjusted return