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FinOps across Azure, AWS and GCP with automated rightsizing that cut monthly spend by 34%.
Measured outcomes
$3.2M
Annualised saving
3
Clouds unified
96%
Cost attributed to an owner
412
Rightsizing actions executed
Cloud spend had grown 3× in two years with no corresponding growth in workload. Nobody owned the bill, and showback did not exist.
The dashboard attributes every dollar to a team, identifies waste continuously, and executes approved rightsizing actions rather than just reporting them.
Headline result
0−%
monthly cloud spend
Tags
Five capabilities that define the system. Each one exists because something specific was broken.
Azure, AWS and GCP normalised into comparable service categories.
Tag policy enforcement plus inference for untagged resources, so unattributed spend shrinks over time.
Recommendations become scheduled change requests, executed after approval.
Reserved instance and savings plan coverage modelled against forecast demand.
Per-service spend baselines with alerts on deviation, routed to the owning team.
Billing export ingestion into a normalised cost warehouse, with an action layer that closes the loop on recommendations.
3 components
Daily granularity at resource level, retained for 24 months.
3 components
Recommendations account for observed utilisation percentiles, not averages.
3 components
Every action lands as reviewable infrastructure code.
No mystery components. Everything below is either open source or a platform you already own.
Interactive mock-ups of the shipped interface. The live environment is available during a demo session.
Cost by cloud, service and owning team
The running environment is available during a booked session — including a sandbox tenant you can drive yourself.
The real sequence, in order. Steps with a command are copy-pasteable.
Enable daily resource-level exports in each cloud to a shared object store.
Airflow DAGs and the dbt project via Helm.
$helm install finops aiinfraengine/cloud-costSet the required tag schema and enable inference for legacy resources.
Connect the Terraform repository and set the approval chain for rightsizing.
Published rather than hidden behind a call. Volume and multi-year terms move these numbers.
Platform
0.4%of managed cloud spend
Onboarding
from $36kone-time
Need this scoped against your estate? We will size it properly, in writing, within a week.
Request a quoteWe will walk you through the architecture, the trade-offs we made, and what would change for your environment.