Convey Data Understanding to Leadership PMI-CPMAI Practice Questions (Page 7)

Questions 31–32

1. 31application · medium

   A data team is preparing to migrate data to a new cloud platform. The migration is 70% complete, but there have been delays due to unexpected data format issues. The project sponsor needs a status update. What should the data lead present to the sponsor?

   • AA positive update highlighting only the completed 70%, with no mention of delays.
   • BA request for more budget to hire additional engineers, without explaining the current status.
   • CA detailed technical explanation of the data format issues, including the exact error codes.
   • DA summary of the completed work, the current challenges, and a revised timeline with clear next steps.
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2. 32application · medium

   A data team has completed a data quality assessment for a retail company. The assessment found that 30% of customer records have missing phone numbers, and 15% have duplicate entries. The VP of Sales, who is not technical, needs to understand the business impact of these issues. What should the data analyst include in the executive summary?

   • AAn explanation that missing phone numbers may hinder customer outreach campaigns and duplicates may inflate customer counts, potentially affecting revenue forecasts.
   • BA statement that the data is 70% complete and 85% unique, with a note that this is acceptable.
   • CA detailed list of all data quality rules that were violated, with technical definitions.
   • DA recommendation to immediately purchase a new data quality tool, with a cost-benefit analysis.
   Reveal Solution Discussion Select an answer first