THE FINDINGS ENGINE
How a finding earns
its place on the list.
Severity, confidence, evidence — and totals you can trust. We don’t inflate savings; we provide engineering-grade truth.
The Finding Anatomy
Structured, actionable data
A specific resource (or scope) with an estimated monthly saving at your net price, a recommended action, and the evidence behind it.
Severity Scoring
Impact vs Ease & Risk
Weighs financial impact against ease and risk of the change. High = large saving, low risk. Lower severity items are prioritized lower to reduce backlog noise.
Confidence Matrix
Evidence-backed analysis
Reflects how much evidence backs the call — e.g., sustained low CPU over a multi-week window. If data is sparse, confidence drops, preventing false alarms.
Audit Verification
Evidence & formula level detail
Each finding carries its data source, the window, the formula, and assumptions — so engineers can verify, not just trust. Full technical transparency.
Operational Review
Honest €0 Hygiene Candidates
Some items (orphaned configs, hygiene issues) carry no direct saving. We flag them separately as €0 candidates and keep them out of savings totals so nothing is inflated.
Trial Experience
Onboarding Preview
On-demand pilot scans let you preview the top three findings in detail; full resource-level detail and export capabilities unlock on the paid tier.
Analyze your cloud cost posture
Connect your subscription read-only, trigger on-demand sweeps, and verify every single finding instantly.