Compare sample spending and utilization, then evaluate a proposed right-sizing plan.
IT Operations Manager workspace
Cloud & IT Costs
ITSM-8-4 · IT cost and FinOps optimization
Idle cloud VM analysis
Review requested: Idle cloud VM analysis. Synthetic topic observations are supplied.
This sample persona can approve the defined action. Complete the evidence checklist and clear conflicts before authorized review; operational execution is excluded.
Service context
Synthetic monthly billing increased from $12,000 to $18,000. Low utilization supports a right-sizing review, not a claim that the full variance is recoverable or savings were realized.
Topic evidence assessment
Synthetic monthly billing increased from $12,000 to $18,000.
Three nonproduction VMs average 8% CPU; resource owner tags are present.
Review authorization does not grant infrastructure execution. Missing or conflicting evidence blocks the review record.
Authorized completion creates a review record, not an operational recovery.
Evidence-backed recommendation
Start investigation to inspect the sample evidence and supported hypothesis.
Sample confidence
—
Configured risk
45 / 100
Confidence is a fixed synthetic assessment setting. Inspect the listed topic observations and resolve conflicts before review. Deterministic sample assessment, not a calibrated model probability.
- ITSM-8-4 review record only; no recovery, access change, infrastructure mutation or realized saving
- Configured medium risk scenario
Proposed action
Create an authorized evidence-review record for idle cloud vm analysis.
ITSM-8-4 review record only; no recovery, access change, infrastructure mutation or realized saving
Approval blocked: complete the sample identity, matching, policy or readiness prerequisite shown above.
Guided demonstrations
Related ITSM use cases
Interactive Category Example: assess the evidence requirements for unexpected infrastructure cost increase. No topic-specific recovery is simulated.
Inspect a synthetic underutilized compute identification assessment and authorize only its review record.