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Azure / Data platform

Data platform benchmark

Batch/stream ingestion, transformation, serving, and BI layers with governance controls.

Benchmark score range: 59 to 79

This benchmark page is directional reference material. Live review findings still require direct evidence from the uploaded diagram and narrative.

Common deductions

Most frequent rule IDs

  • PILLAR-COST
  • CLAR-DATA-CLASS-MISSING
  • PILLAR-OPERATIONS
  • REL-BACKUP-RESTORE

Playbook snippet

High-impact fix direction

Add lifecycle/cost controls and retention policy labels; define security classification and restore validation steps.

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