PHASE 03 // IMPLEMENT

recfo@implement:~/runbooks/s7-01
S7-01 · Optimize Usage & Cost · Architecting & Workload Placement

Conduct Architecture Reviews for Cost Efficiency

Why

Architecture decisions lock in cost profiles for years. A single review of a top-10 workload can identify savings that exceed months of ticket-level rightsizing. Incremental optimisation has diminishing returns — at some point, the architecture itself is the bottleneck.

What

Establish periodic architecture reviews with a cost-efficiency lens. Review top-spend workloads at least annually against Well-Architected cost optimisation pillars or equivalent frameworks.

How

Identify Review Candidates

Rank workloads by monthly spend. Select the top 5–10 for review. Prioritise workloads that have not been reviewed in >12 months, have growing unit costs (S9-01), or are running on migration-era architecture.

Conduct the Review

For each workload, a cloud architect spends 2–4 hours reviewing against a cost lens:

Review AreaQuestions to Ask
Compute modelRight instance family? Could this be containerised, serverless, or spot-eligible?
ScalingIs auto-scaling configured and tuned? Are we over-provisioned for peak?
StorageAre we using the right tier? Are lifecycle policies in place?
Data transferAre we paying for cross-AZ/cross-region unnecessarily? VPC endpoints vs NAT?
DatabaseRight engine? Right instance? Read replicas justified? Caching layer?
Architectural alternativesManaged service vs self-hosted? Event-driven vs always-on?

Document Findings and Create Action Items

For each finding: current architecture, proposed alternative, estimated savings ($/month), implementation effort (weeks), risk level. Create optimisation tickets for approved changes.

Establish Annual Cadence

Schedule annual reviews for top workloads. Add ad-hoc triggers: unit cost rising, budget variance >10%, or major scaling event.

Deliverable Checklist

  • Top 5–10 workloads identified for review
  • Architecture reviews completed (2–4 hours each)
  • Findings documented with savings estimates
  • Action items created as optimisation tickets
  • Annual review cadence scheduled