Inspect a synthetic cloud spend anomaly detection assessment and authorize only its review record.
Fynite AI ServiceOps · Product module
IT Cost Intelligence
Investigate spend variance and evaluate right-sizing assumptions.
Interactive Demo · enterprise capability, interface and deployment scope require validation.
Operational problem
$6,000 monthly variance requires investigation, not assumed recoverable savings.
Compare sample spending and utilization, then evaluate a proposed right-sizing plan.
Capabilities to evaluate
- Compare billing periods and resource utilization
- Adjust projected right-sizing assumptions
- Record an owner-reviewed plan, not realized savings
Relevant agents and technical workflow
IT Cost Optimization Agent
- 01Compare billing periods
- 02Inspect utilization
- 03Review ownership and service impact
Working sample: Azure cloud cost anomaly. Only Nonproduction VM plan only; no real resource shutdown. Approval: FinOps Manager / IT Operations Manager. Outcome: Optimization Plan Recorded, after only nonproduction resources included; owner approval recorded; updated projection matches chosen assumptions.
Working exploration
Azure cloud cost anomaly
Compare sample spending and utilization, then evaluate a proposed right-sizing plan.
COST-1301 · IT cost and FinOps optimization
Azure cloud cost anomaly
Sample subscription spend rose from $12,000 to $18,000 per month.
Not Started
This sample persona can approve the defined action. Business/resource owner review authorizes an optimization plan only; no resource shutdown or realized saving.
Service context
$6,000 monthly variance requires investigation, not assumed recoverable savings.
$12,000
$18,000
$16,200
$1,800 projected monthly opportunity · low utilization supports review. Not realized savings.
Evidence-backed recommendation
Start investigation to inspect the sample evidence and supported hypothesis.
Sample confidence
—
Configured risk
45 / 100
BILL-13: Monthly spend increased 50% to $18,000. UTIL-13: Three nonproduction VMs average 8% CPU utilization. INV-13: VM owners and nonproduction tags confirmed in this sample. Deterministic sample assessment, not a calibrated model probability.
- Nonproduction VM plan only; no real resource shutdown
- Configured medium risk scenario
Proposed action
Record an owner-approved right-sizing recommendation for three sample VMs.
Nonproduction VM plan only; no real resource shutdown
Each action updates deterministic demo state only.
Guided demonstrations
Related ITSM use cases
Inspect a synthetic underutilized compute identification assessment and authorize only its review record.
Inspect a synthetic idle cloud vm analysis assessment and authorize only its review record.
Interactive Category Example: assess the evidence requirements for cost allocation and chargeback. No topic-specific recovery is simulated.
Interactive Category Example: assess the evidence requirements for savings verification. No topic-specific recovery is simulated.
Integration scope to evaluate
Validate exact interfaces, identity, permissions and product versions. These relationships are evaluation topics, not verified connector capabilities.
Related product modules
Deployment path
Validate before you automate.
Agree the service problem and baseline; validate integrations and access; configure policies; test in a scoped pilot; measure verified outcomes; then approve rollout.
Reasoning & orchestration
READS
Correlated source evidence and configured policies
PERMITTED SCOPE
Investigate, recommend, assess risk, route approval and verify
Governance spans every layer: scoped identity, data boundaries, policy, approval, execution evidence and verification.
Architecture for evaluation. Connectors, execution gateways, credential controls and deployment capabilities require technical validation.