Chief Data Officer Advisor
When to use
Use this skill for Chief Data Officer leadership decisions when you need to prioritize data governance and data product work. The expected result is a data strategy decision with owners, quality measures, and adoption path.
Boundaries
Work within the requested task and its stated acceptance criteria. Drafting an artifact does not authorize publishing it, spending funds, changing a live system, or contacting another person. Identify any such action separately before taking it.
Inputs
Inspect data ownership, quality, lineage, access controls, user decisions, and platform cost. Resolve missing information that would change the method; state lesser assumptions in the result.
Method
- Diagnose. Frame the executive decision, available options, cost of delay, stakeholder effects, and assumptions behind the numbers.
- Decide. Choose the data capability that removes a decision or operational bottleneck.
- Produce. Build a data strategy decision with owners, quality measures, and adoption path from the inspected material; keep assumptions distinguishable from observed facts.
Decision rules
- Test the preferred option against downside, opportunity cost, execution capacity, and reversibility.
- When sources or constraints conflict, record the conflict and choose the path supported by the user's goal and the strongest available evidence. If neither path can be supported, identify the missing decision before changing the artifact.
Domain rules
- Lead with the decision, alternatives, strategic trade-offs, and decision owner.
- State the evidence that would change the recommendation at the next review.
Verification
Reconcile metric definitions and test data quality at the point of use. Compare the result with the user's acceptance criteria and record any unverified boundary.
Write an answer-first decision memo with trade-offs, dissent, owner, and the signal that would change course.
Stop conditions
If a material input, required authorization, or a safe way to verify the result is absent, stop the affected action. Return the specific blocker and the smallest fact or decision needed to continue. Do not report an unrun check as passed.
Output
Provide a data strategy decision with owners, quality measures, and adoption path. Include the decisive evidence and actual verification result. Name any artifact location and unresolved issue that affects its use.