Data Architecture Influences Evaluation
Short answer
BDE Ask about the data's quality, location, and history to identify influences on the data architecture.
Question
Key Takeaways
This question tests knowledge of official data architecture influencers; the common trap is selecting general solution design factors like user access or pain points instead of data-specific influences.
Evaluating a company's current enterprise architecture requires identifying specific data influences. This page establishes that quality, location, and history are the three primary data architecture influencers to ask about.
Common mistake: Choosing 'user access' (A) or 'pain points' (C) because they are important overall project considerations, but they are not categorized as data architecture influencers in the official Microsoft documentation.
Expert Analysis
Why the Answer Is Correct
The correct answers are Quality (B), Location (D), and History (E). According to Microsoft documentation on discovering customer needs, specific questions must be asked to determine how influencers affect the data architecture. These include asking where data resides (Location), if there are quality or integrity issues (Quality), and if historical data is being kept (History). These three factors directly influence the structural design, integration, and retention policies of the data architecture.Why the Other Options Are Wrong
User access (A) and pain points (C) are important considerations for overall solution design, but they are not classified as data architecture influencers. User access falls under security model design and role mapping, while pain points are general business requirements. They do not directly dictate how the data architecture is structured in terms of storage, integrity, or migration.Community Comment Notes
As WASSIM2020 noted, the Microsoft training module explicitly lists the questions to determine data architecture influencers: "Where does the data reside now?", "Do you have duplicates or other data quality issues?", and "Are you keeping historica…". Tootru2bReal also pointed out that while user access and pain points are important, they are not directly related to data architecture influencers.Official Reference
https://learn.microsoft.com/en-us/training/modules/discover-customer-needs/3-meetings
This link opens the official vendor documentation in a new tab.
Exam Strategy
When asked about specific categories of influencers or requirements, rely on the official Microsoft Learn definitions rather than general IT knowledge. Differentiate between overall solution design factors and the exact subset of data architecture influencers to avoid selecting plausible but incorrect options.
Community Votes
80% of anonymous learners picked answer BDE. Votes are pick records left by other test-takers — they are not the verified answer.
Discussion 4 contributions
Compiled from public community threads and reader submissions, lightly edited for clarity. Handles and vote tallies are shown as recorded, and comments reflect the views of individual contributors, not of islever. The comments shown first are the most substantive of the thread — ranked by depth, community endorsement and relevance; expand the list below to read the rest.
From public community threads 4
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WASSIM2020 👍 4BDE: From courses in Microsoft training https://learn.microsoft.com/en-us/training/modules/discover-customer-needs/3-meetings Ask your customers the following questions to determine how these influencers affect the data architecture: Where does the data reside now? Where should it reside? Do you have integrity concerns? Do you have duplicates or other data quality issues? Are you keeping historical data, and how much? What type of access will users need to historical data?
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Tootru2bReal 👍 3B - quality (does it need to be transformed, migrated into a new system for better transactions) D-location (how we will connect to the data and integrate with apps, etc.) E-History (This question is asked over and over and is very critical in enterprise solutions, especially big data. Data retention, especially for building reports over time) User access and pain points are important but not related to the question at hand, which is about the data itself, not security, permissions, or problems.
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sehg 👍 2A. User access: Understanding who needs access to the data and how they access it is crucial for designing a secure and efficient data architecture. B. Quality: Assessing the quality of the data helps in identifying any issues related to data accuracy, consistency, and completeness, which are essential for reliable decision-making. D. Location: Knowing where the data is stored, whether on-premises or in the cloud, and its geographical distribution can influence data management strategies, compliance, and performance.
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27de88c 👍 1B. Quality: Understanding the quality of the data is essential to assess whether the data is accurate, consistent, and reliable. Data quality can impact decisions, operations, and insights generated by the architecture. D. Location: The location of data is important for data residency, privacy laws, and performance. It influences how the data is stored, processed, and accessed, and can have implications for compliance with regional regulations. E. History: The historical context of the data is important for understanding trends, how data is collected over time, and how past decisions or events influence current architecture. It can also indicate the need for data migration or transformation as the system evolves.
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