FinOps & Cost Optimization
Enterprise FinOps Automation Platform
Global staffing leader · Multi-account, multi-cloud estate
−30%
cloud waste
The Challenge
Cloud spend across GCP, AWS and Azure was fragmented, untagged and growing faster than visibility allowed.
The Approach
Python automation against multi-cloud billing APIs, CloudHealth ingestion, CloudBees CI/CD, and scheduled cost-reporting + auto-tagging jobs feeding executive dashboards.
The Outcome
Cut ~30% of cloud waste and gave finance real-time, per-team cost accountability.
- ✓~30% reduction in waste
- ✓Automated tagging & chargeback
- ✓Executive cost visibility
What I learned
Governance before optimization. You can't cut what you can't see, and the hardest part was aligning 12 platform teams on a unified tagging taxonomy. Technical solutions are easy; organizational alignment is the real work.
PythonGCPAWSAzureCloudHealthCloudBees
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