AWS Aurora

L1 — Multi-Modal Storage RDBMS Usage-based (Aurora capacity units + storage) Commercial

Cloud-native MySQL- and Postgres-compatible relational database with separated compute and storage. 5x MySQL throughput, 3x Postgres throughput per AWS benchmarks. Auto-scaling storage, 6-way replication, sub-second failover. HIPAA BAA, SOC 2, FedRAMP attested.

AI Analysis

AWS Aurora is AWS's cloud-native MySQL- and Postgres-compatible relational database with separated compute + storage — Commercial license, full AWS attestation suite. 5x MySQL throughput, 3x Postgres throughput per AWS benchmarks. 6-way replication, sub-second failover. Pick Aurora for AWS-native relational workloads needing managed compliance + scale beyond standard RDS.

Trust Before Intelligence

Aurora concentrates relational DB trust into AWS's compliance posture: substrate trust = AWS, vendor trust = AWS service-level attestations. The architectural difference (separated compute + storage) provides operational benefits (sub-second failover, online resize) that traditional RDS doesn't. Single-cloud (AWS) lock-in is the trade-off.

INPACT Score

26/36
I — Instant
5/6

Sub-millisecond p95 reads. AWS-managed scaling.

N — Natural
3/6

MySQL/Postgres-compatible SQL.

P — Permitted
5/6

IAM tag conditions + DB-level RBAC. Cap rule N/A.

A — Adaptive
3/6

AWS-only. Cap rule applied.

C — Contextual
5/6

Performance Insights + Query Insights + Aurora-native lineage features.

T — Transparent
5/6

CloudWatch + Cost Explorer + CloudTrail. Best-in-class.

GOALS Score

24/25
G — Governance
5/6

Full AWS attestation. 4/6 -> 5.

O — Observability
5/6

Performance Insights specialty. 5/6 -> 5 (peer with hyperscalers).

A — Availability
5/6

Sub-second failover, 6-way replication. 6/6 -> 5.

L — Lexicon
4/6

Performance Insights + Query Insights lexicon.

S — Solid
5/6

AWS durability + replication + audit. 6/6 -> 5.

AI-Identified Strengths

  • + Full AWS compliance attestation
  • + Sub-second failover via separated storage
  • + 5x MySQL / 3x Postgres throughput per benchmarks
  • + Performance Insights for query-level visibility
  • + Aurora Serverless v2 for elastic scaling
  • + Multi-region global tables
  • + Managed with no operational burden

AI-Identified Limitations

  • - AWS-only lock-in
  • - Premium pricing vs standard RDS or self-hosted
  • - Less control vs self-hosted Postgres/MySQL
  • - Some PostgreSQL extensions unavailable
  • - Storage cost vs compute cost asymmetry can confuse cost models

Industry Fit

Best suited for

AWS-native relational workloads at scaleHealthcare (HIPAA), federal (FedRAMP), financial (PCI), defense (CMMC)Workloads needing sub-second failoverAurora Serverless v2 for variable load

Compliance certifications

Full AWS service-level: HIPAA BAA, SOC 2, FedRAMP Moderate/High, PCI DSS Level 1, ISO 27001/27017/27018, CMMC.

Use with caution for

Multi-cloudCost-sensitive small workloads (RDS simpler)Workloads needing rare PG extensions

AI-Suggested Alternatives

AWS RDS for PostgreSQL

RDS for traditional managed Postgres. Aurora for cloud-native scale + sub-second failover.

View analysis →
GCP Cloud SQL

Cloud SQL for GCP-native. Aurora for AWS.

View analysis →

Integration in 7-Layer Architecture

Role: L1 AWS-native cloud-native relational DB with separated compute + storage.

Upstream: Application writes via SQL.

Downstream: Reads via SQL. CloudWatch + Performance Insights.

⚡ Trust Risks

high AWS lock-in for multi-cloud workload

Mitigation: Document AWS-only data plane.

medium Cost projection wrong — storage + IO costs surprise

Mitigation: Use AWS Calculator with realistic IOPS estimates.

Use Case Scenarios

strong AWS healthcare app needing HIPAA + sub-second failover

Aurora's specialty.

strong AWS-native SaaS requiring Aurora Serverless elastic scaling

Aurora Serverless v2.

weak Multi-cloud relational DB

Use OSS Postgres self-host.

Stack Impact

L1 L1 AWS-native relational DB. Substrate compliance inherits.
L6 Performance Insights feeds L6 observability.

⚠ Watch For

2-Week POC Checklist

Explore in Interactive Stack Builder →

Visit AWS Aurora website →

This analysis is AI-generated using the INPACT and GOALS frameworks from "Trust Before Intelligence." Scores and assessments are algorithmic and may not reflect the vendor's complete capabilities. Always validate with your own evaluation.