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Data Readiness: Can This Dataset Support the Product You Promised?

A dataset is ready for a specific use when its permitted purpose, provenance, labels and population coverage support that use. Inspect availability at decision time, split leakage, accepted yield and maintenance ownership before funding a larger order.

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