Context & challenge
A hypothetical organization has multiple cloud accounts and wants to understand spending by workload before committing to optimization.
Create a consistent view of cost without presenting missing data as zero, estimates as actuals or recommendations as realized savings.
Proposed approach
Collect billing data with a clear reporting period. Map accounts and tags to responsible teams. Reconcile totals, identify opportunities, then track approved changes against an agreed baseline.
Project scope
A project would define the implementation scope, responsibilities and acceptance criteria around the customer’s applications, data and operating requirements.
Example AWS architecture
Conceptual flow. Network boundaries, access, regions, scaling and recovery would be designed for the specific workload.
AWS Data Exports or AWS Cost Explorer, account and tag ownership data, and a reporting layer selected for the project.
What a project would measure.
The measures below would establish whether the proposed design meets its objectives. Customer results would be published only with an agreed baseline, measured evidence and permission to share.
| Area | Evidence to capture |
|---|---|
| Data quality | Source coverage, billing period, currencies and reconciliation notes. |
| Accountability | Ownership mapping and records of approved actions. |
| Realized outcomes | Before-and-after measurements adjusted for workload and scope changes. |