Data Strategy, Value and the Data Portfolio Review questions Data Strategy, Value and the Data Portfolio — Integrated Summary This module integrates Translate enterprise outcomes into data theses, and Evaluate a portfolio of data domains and products, and Build the investment case and stage funding. Judgment starts with purpose and decision, then moves to rights, evidence and measurement. A high score cannot compensate for a mandatory constraint, and activity does not demonstrate value without an outcome and guardrails. The cases use the thesis map, portfolio decision record, confidence-bounded investment case to connect alternatives to risk and review. Transferable application states what would change the decision, who owns it, and when an exception ends or scope expands.
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Question 1 Translate enterprise outcomes into data theses: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the outcome–decision–data–capability chain, with ownership, timing and verification Question 2 Evaluate a portfolio of data domains and products: Which intervention addresses the cause rather than the symptom? Select this action: Repair the source step and measure recurrence through the eligibility gates followed by a value–risk–readiness matrix, with ownership, timing and verification Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 3 Build the investment case and stage funding: How should the sample be interpreted before scaling? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Separate coverage from result and run a reversible trial measuring realized net benefit with continuing operating cost, with ownership, timing and verification Question 4 Separate governance from management and assign decision rights: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the decision-rights matrix with reserved boundaries, with ownership, timing and verification Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 5 Design data ownership, stewardship and accountability: How should the sample be interpreted before scaling? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Separate coverage from result and run a reversible trial measuring definition-issue age and share of preventive fixes, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 6 Manage data products and contracts across the lifecycle: Which intervention addresses the cause rather than the symptom? Select this action: Repair the source step and measure recurrence through the a versioned product contract with semantics and service measures, with ownership, timing and verification Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 7 Design fitness-for-use quality and defect economics: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the quality requirement profile with measurement rule, confidence and coverage, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 8 Operationalize metadata, lineage and business terms: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the a chain from business term to field, transformation and report, with ownership, timing and verification Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 9 Govern access, sharing and retention by purpose: How should the sample be interpreted before scaling? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Separate coverage from result and run a reversible trial measuring active justified access and revocation latency, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 10 Choose a centralized or federated operating model: How should the sample be interpreted before scaling? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Separate coverage from result and run a reversible trial measuring service lead time, standards deviation and coordination cost, with ownership, timing and verification Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 11 Turn principles into testable policies and controls: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the principle–policy–standard–procedure–evidence hierarchy, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries Question 12 Build a capability roadmap and behavioral change: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the capability waves tied to learning and funding decisions, with ownership, timing and verification Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 13 Measure maturity and performance without cosmetic scores: How should the sample be interpreted before scaling? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Separate coverage from result and run a reversible trial measuring share of statements supported by current artifacts and assessment consistency across samples, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 14 Demonstrate value and manage benefits and risk: Which intervention addresses the cause rather than the symptom? Select this action: Repair the source step and measure recurrence through the evidence chain from capability to behavior, outcome and value, with ownership, timing and verification Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Question 15 Lead an integrated data-council case: Which intervention addresses the cause rather than the symptom? Retain the current state with a documented rationale and review boundary within the stated scope, period and review boundaries within the stated scope, period and review boundaries Select this action: Repair the source step and measure recurrence through the one-page decision memorandum with an evidence annex, with ownership, timing and verification Increase the composite score while leaving cause and authority unchanged within the stated scope, period and review boundaries within the stated scope, period and review boundaries Delay without a fact that changes the decision or a rollback plan within the stated scope, period and review boundaries within the stated scope, period and review boundaries Create a free account to mark your answers and save your progress.
