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.
Dashboard tour
Four widgets do the heavy lifting. Click any number for the detail.
Where the month lands if usage holds, with the change against last month — surprises caught before invoice day, not after it.
Split into what a billing scan confirmed and what the model estimates on top, so you can see which half is evidence and which is inference.
Single 0-100 number for monthly spend efficiency. Drill down to the recommendations driving the score.
Spend stacked by service, with the unfinished month projected from its run-rate, so a step change is attributable to the service that caused it.
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.
After the report
A report tells you what is wrong once. These are the surfaces that keep working after you have read it — investigating a number, deciding about a recommendation, and proving later that the decision was worth it.
Pivot by service, region, resource or any tag key; compare two periods; save the view you keep rebuilding. Or just type "RDS cost last 3 months" — the question becomes a query, never an answer, so the same deterministic engine computes the number and what you read always matches the table.
Accept, snooze or dismiss with a reason, and the decision is keyed to the finding rather than to the month. Next month’s rescan does not hand you back the thing your team already looked at and said no to.
Most tools publish what is coming off your bill this month. This publishes the lifetime total, built from verification records rather than projections — each month expandable to the fixes behind it, both measurement windows, and the method, so you can re-derive it from your own FOCUS export.
Data transfer is the line nobody can explain and everybody pays. Refine breaks the flows out and ranks them, so an inter-AZ chat between two services shows up as a number with a name on it.
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 had missed for two quarters. The Optimization Score paid for our forecast accuracy alone."Read the story
38% cost reduction
$8.5k/mo saved
"One engineer set up Refine in an afternoon. Anomaly detection caught a runaway Lambda before our weekly review."Read the story
Free under $2,000/month of AWS spend. Read-only access. Revoke anytime.
Refine is built and supported by HabileLabs, an AWS Advanced Tier Services Partner.
