Preparing this Costframe view
Preparing this Costframe viewAn Azure SQL database is a downsizing or consolidation candidate when representative compute, storage, IO, concurrency, and latency evidence suggests a lower service objective can meet the workload with safe headroom.
Database + application owner should review this finding before remediation because ownership, dependency, and rollback context often live outside billing data.
Costframe requires read-only billing, resource inventory, and relevant metric access. Missing permissions lower confidence and are shown as limitations.
Review cadence: Monthly. Cost and inventory freshness can differ; stale or unavailable evidence must not be treated as a verified saving.
Confidence increases when cost, inventory, utilization, and provider metadata agree. Contradictions or missing telemetry require manual owner review.
Do not quantify savings when billing scope is incomplete, pricing basis is unavailable, utilization evidence is stale, or the resource is part of a planned migration or disaster-recovery design.
A finding is ready only when owner, evidence, risk checks, rollback, approval, and post-change verification are known. Costframe does not execute provider writes.
01 · Cause
02 · Evidence contract
Evidence sources and freshness depend on provider availability, granted read-only permissions, completed audits, and the specific resource type. Missing data lowers confidence; it is not silently converted into a pass.
03 · False-positive review
These conditions lower confidence or require manual owner review before action.
04 · Safe remediation
Restore the prior service objective if workload or business thresholds breach. Preserve configuration and understand resize duration and availability implications in advance.
05 · Financial truth
Estimated net monthly saving = current net database cost − compatible target net cost, including material license, replica, backup, and pool effects.
Evidence Ledger example
Synthetic methodology example. It is not a live customer ledger or approved product screenshot; production reports show approved evidence captures inside the authenticated workspace.
Detector FAQ
Trust it when the required evidence is fresh, the owning team agrees the resource is in scope, and the verification path is clear: Net cost decreases and query/application SLOs remain within agreed limits.
Park it when utilization, billing, ownership, or dependency evidence is incomplete, stale, contradicted, or tied to a planned migration or resilience design.
No. Costframe keeps provider access read-only and presents reviewable evidence and guidance. Customer teams approve and execute changes in their own process.
Check your environment
Review the resource state, source, freshness, confidence limits, and safe next action before anyone changes production.