Your Cloud Bill Is
Lying to You.
You have FinOps tooling. You have alerts. You have tagging policies. We test whether they actually work - using the same methodology your QA team applies to software.
FinOps QA Services
Every engagement produces a scored, repeatable output - not a slide deck.
FinOps QA Assessment
Uncover hidden waste and governance gaps with a scored audit. Your cloud bill has errors - we find and rank them.
Learn more →Tagging & Cost Allocation QA
Find where cost attribution breaks down - down to the cent. Spend-weighted coverage is the metric that matters.
Learn more →Budget & Alert Validation
Prove your budget alerts will actually fire when you need them. Most organisations discover theirs won't.
Learn more →FinOps Tooling Evaluation
Verify your FinOps tool is telling you the truth. We test accuracy against 12 cost dimensions and your provider invoice.
Learn more →Shift-Left Cost Management
Catch cost bugs before they reach production. CI/CD cost gates using Infracost and OPA policies.
Learn more →AI/GPU Cost Governance QA
Govern the fastest-growing, least-controlled line in your cloud bill. H100s at $32/hr need governance.
Learn more →FinOps Implementation QA
Independent sign-off on your FinOps implementation. Co-signed acceptance criteria, not just a consultant's opinion.
Learn more →Managed FinOps QA Retainer
Continuous FinOps QA - not a point-in-time snapshot. Monthly Defect Score updates and quarterly FQAF audits.
Learn more →GCC Cloud Resilience and Cost Review
Price the DR pattern each workload really needs on AWS, Azure or Google Cloud in the UAE, KSA and Qatar - transfer, standby and residency included.
Learn more →How It Works
Three phases. One score. Zero guesswork.
Audit
We run structured test cases across your tagging, alerting, allocation model, and tooling. Every test produces a Pass, Fail, or Warning result.
Validate
We calculate your FinOps Defect Score (0-100) from objective test results. We benchmark it against the CFCMM maturity model and your industry peer group.
Govern
You receive a prioritised Defect Register with financial impact per finding, remediation roadmap, and acceptance criteria. Optional retainer keeps the score trending up.
Industries
FinOps QA applies anywhere cloud costs matter - but some sectors need it more than others.
AI/ML Startups
GPU training governance is existential. Experiment compute has zero attribution. We build the FinOps QA layer your MLOps team doesn't have time for.
SaaS & Cloud-Native
Cloud gross margin is an investor metric. Customer-level attribution is guesswork without validated FinOps controls.
Financial Services
Regulatory cost allocation (BCBS 239, DORA) and PCI DSS cost segregation require auditable, defensible FinOps documentation.
Healthcare & Life Sciences
PHI/non-PHI workload cost segregation and grant attribution requirements need tested controls, not assumptions.
E-Commerce & Retail Tech
Seasonality stress-tests every FinOps control. Black Friday alert failures cost revenue. We validate your controls hold under peak load.
Enterprise & Government
Multi-year migration programs with no FinOps QA gate. Board dashboards not traceable to provider invoices. We close the validation gap.
Results
Anonymised. Audited. Repeatable.
- FinOps Defect Score 34 → 81
- Unattributed spend $47K → $4.2K/mo
- Billing gap 8.3% → 0.9%
- GPU spend attributed 34% → 91%
- Idle GPU $28K → $3.2K/mo
- Training overruns 7/qtr → 0
- Alert accuracy 54% → 100%
- Alert latency P95 6.2hrs → 9min
- Anomaly alerts 38/day → 4/day
From the Blog
FinOps field notes - real data, no vendor pitches.
AI Gateway for Cost Control: LiteLLM vs Portkey vs Kong vs Cloudflare vs Bifrost (2026)
AI gateway cost control compared: budgets, per-key and team limits, caching, routing and spend attribution in LiteLLM, Portkey, Kong, Cloudflare and Bifrost.
Read more →AWS FinOps Agent Readiness: 12 Things to Fix Before You Turn It On
AWS FinOps Agent is in preview. Here are the 12 data, tagging, anomaly, IAM and integration gaps to fix first so its answers and tickets are worth acting on.
Read more →AWS Region Failover Costs in the GCC: Pricing Multi-Region DR After me-central-1
What multi-region disaster recovery really costs for GCC workloads on AWS after the 2026 me-central-1 outage: DR patterns, transfer pricing and residency limits.
Read more →Get Your FinOps Defect Score
Book a free 30-minute cloud cost review. We will identify your top three FinOps gaps and give you a preliminary Defect Score - no pitch, no obligation.
Every engagement is scoped by our principal architect, Adrian Vale: 20+ years in production engineering, 40+ professional certifications. Meet Adrian
Talk to an Expert