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Inputs Required
Target use cases/tasks; current data inventory (what exists + access); data gaps; privacy/security constraints; labeling/collection options; ownership/stewardship; expected data volume/refresh needs.
Output Artifact
1-page data plan covering: required data sources, acquisition/labeling approach, governance/permissions, quality criteria, refresh cadence, and top risks + mitigations.
When to use this
When you’re considering an AI feature and you’re not 100% sure you have the right data (or a viable plan to get it).
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