A manufacturer needs daily reconciled finance reports and a machine-failure dashboard updated within seconds. Which design is most appropriate?

Choose the single best answer.

A.Purview cataloging as a replacement for both ingestion paths
B.Separate freshness-appropriate batch and event-streaming paths, with governed raw replay and validated curated outputs
C.Only nightly copying for both because reports and telemetry have identical freshness needs
D.Only a fast broker feed as the financial system of record without validation

Show the answer and explanation

✓ Correct answer

Separate freshness-appropriate batch and event-streaming paths, with governed raw replay and validated curated outputs

Different freshness/correctness requirements justify batch finance and streaming telemetry, each with validation/serving. Nightly processing misses seconds freshness; broker arrival alone does not validate finance; a catalog is not ingestion. Source guide: PDF page 34-35.

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