Customer stories
Real spend, real reductions
Three engagements representative of customer outcomes. All anonymized at customer request — numbers and outcomes are real, identifying details changed.
- –45%E-commerce platform · $45k → $24.75k/mo in 14 days
- –38%Series A FinTech · $8.5k/mo saved — runaway Lambda caught
- –27%Healthcare provider · $120k/year saved across 11 accounts
25–40%
Avg savings on monthly AWS bill
Across customer engagements
$8.5k–$20.25k
Per-customer monthly savings
Range across the published stories
14 days
Time to first impact
E-commerce story, after connecting AWS
100+
Businesses using Refine
And growing
Featured stories
Three Industries, Three Engagements: One Product
45% cost reduction
$45k → $24.75k/mo
Right-sized over-provisioned EC2 + S3 lifecycle policy moved infrequently-accessed storage to Glacier.
Refine surfaced storage-class moves we had missed for two quarters. The Optimization Score paid for our forecast accuracy alone.Read the story
38% cost reduction
$8.5k/mo saved
Anomaly detection caught a runaway Lambda before it hit the invoice.
One engineer set up Refine in an afternoon. Anomaly detection caught a runaway Lambda before our weekly review.Read the story
27% cost reduction
$120k/year saved
11-account fleet review surfaced 3 Critical IAM findings before the HIPAA audit.
Security findings flagged three IAM policies our auditor would have caught later. Bundled with cost in the same dashboard — invaluable.Read the story
Results vary by workload. Typical savings fall in the 25–40% range — the 45% e-commerce result is our best observed outcome, not the average.
Why are these stories anonymized?
We anonymize stories at each customer's request — numbers, outcomes, and approaches are real, but identifying details have been changed. We do not fabricate logos. If you would like to be on the record (with a quote, logo, and named result), we are happy to talk about a co-branded case study — see /contact.
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Refine is built and supported by HabileLabs, an AWS Advanced Tier Services Partner.