Common deductions
Most frequent rule IDs
- PILLAR-COST
- PILLAR-OPERATIONS
- CLAR-DATA-CLASS-MISSING
- REL-BACKUP-RESTORE
AWS / Data platform
Data platform benchmark
Ingestion, transformation, warehousing, and analytics pipeline with governed data storage layers.
Benchmark score range: 60 to 80
This benchmark page is directional reference material. Live review findings still require direct evidence from the uploaded diagram and narrative.
Playbook snippet
High-impact fix direction
Add data classification boundaries, cost guardrails per pipeline stage, and restore testing cadence for stateful systems.
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