Product · AWS Advanced Tier Services Partner
AI narrative reports plus per-service recommendations, forecasts, and a single Optimization Score. Read the bill in 60 seconds instead of 60 minutes.
By HabileLabs
Dashboard tour
Four widgets do the heavy lifting. Click any number for the detail.
Single 0–100 number for monthly spend efficiency. Drill down to the recommendations driving the score.
Plain-English summary of where money is going and what to do about it. Schedulable to email.
Services ranked by spend with month-over-month change. Click any service for usage-type breakdown.
Projected monthly cost based on current usage trends — surprises caught before invoice day.
Four capability blocks
Narrative reports, service-led recs, forecasts, and a single score. The same engine that runs against connected accounts also runs against uploaded bills.
A 60-second plain-English summary of where money is going and what to do about it — in your inbox or on the dashboard.
Per-service breakdowns with the moves we already know work — right-sizing, idle resources, storage class moves.
Don't get surprised by the bill. Projected monthly cost and budget-vs-actual show where you'll land, today.
A single 0–100 number that tells you how close you are to efficient. Trend over time so you know you are moving in the right direction.
Methodology, calibration, and how to move the number.
Example
+6 in 30 days. After applying the top 3 right-sizing recs and tightening S3 lifecycle.
Customer outcomes
45% cost reduction
$45k → $24.75k/mo
"Refine surfaced storage-class moves we'd missed for two quarters. The Optimization Score gave engineering and finance one number to agree on."Read the story
38% cost reduction
$8.5k/mo saved
"One engineer set up Refine in an afternoon. The narrative report became our weekly cost ritual."Read the story
Free forever. Read-only access. Revoke anytime.
Refine is built and supported by HabileLabs, an AWS Advanced Tier Services Partner.
