Data readiness checklist

Data sources listed with owners (Oracle Fusion modules, APEX tables, files, external APIs)
Access approved in writing by the data owner
Sensitive data classified (PII, financial, health) and masking agreed
Data residency confirmed (e.g. data kept in India / in-region)
Volumes and history available (minimum 12 months for forecasting use cases)
Quality profiled: completeness, duplicates, invalid codes
Labelled examples or ground truth available for evaluation
Refresh frequency and pipeline defined (OIC, BICC, REST)
Retention and deletion rules agreed
Test data set separated from build data