Sort data by AI readiness

Place each data source in the readiness bucket for a scrap prediction model. Ready now Repair before use Exclude for this model Machine speed captured every minute before the scrap event Mold ID from MES with stable naming across all shifts Resin supplier lot scanned before production starts Barrel temperature readings time-aligned to each production run Operator defect codes where day shift says short shot and night shift says low fill Maintenance comments written as free text with no component tags Missing humidity sensor values during two weeks after calibration Final customer complaint status recorded weeks after the alert would…

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