A weekly maintenance report needs predictions for all machines after the week's measurements are finalized. It has no request-time latency requirement. Which design fits?

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  1. A scheduled batch scoring job using the finalized dataset
  2. A client that waits for a human to approve every prediction
  3. A separate permanent endpoint for every machine
  4. A registry alias that has no model artifact attached

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