Monitor · Telemetry

One daily picture of every cloud.

Cost and usage from AWS, Azure and Google Cloud, reconciled daily into one set of numbers, so the conversation starts from the same figure no matter who is asking.

SKYXOPS cost overview dashboard: $549K total cloud spend over twelve months, 88% of budget used, 87% tag coverage, spend by provider across AWS, GCP and Azure, the monthly cost trend, and daily spend.
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How it works

1

Connect the accounts

  • Read-only roles in AWS, Azure and Google Cloud
  • No agents. Nothing installed in your workloads
2

Telemetry lands daily

  • Cost and usage pulled from every account, every day
  • Normalised into one taxonomy across providers
  • Reconciled daily, not at month-end
3

The numbers reach people

  • Dashboards for finance, FinOps and engineering
  • Alerts in Slack, Teams or Jira when a number needs attention

Every cloud in one taxonomy

Accounts, subscriptions and projects roll up into a structure that matches how your organisation is actually arranged, rather than how each provider happens to bill.

  • AWS accounts, Azure subscriptions and Google Cloud projects in one hierarchy
  • Spend by team, environment, service and cost centre
  • Consistent service naming across providers
  • Drill from an organisation-level figure to a single resource
Multi-cloud cost dashboard showing spend across AWS, Azure and Google Cloud in a single view.

Anomalies found while they still matter

Detection runs against each scope's own pattern, so a service that is naturally spiky does not page anyone, and a quiet service that doubles does.

  • Baselines per scope rather than one global threshold
  • Alerts carry the probable cause, not only the delta
  • Routed to the team that owns the scope
  • Detected daily, not at month-end
Cost anomaly detection view showing a detected spike against the expected baseline for a scope.

Forecasting you can put in front of Finance

A forecast is only useful if someone will sign up to it. SKYXOPS projects from your own history and shows where the projection is confident and where it is not.

  • Month-end and quarter-end projections per budget scope
  • Forecast against budget, with variance called out
  • Committed-spend drawdown tracked over the term
  • History retained so last quarter's forecast can be checked against what happened
Six months of actual monthly spend project forward as an honest range against the budget line: September projects to 128 thousand dollars plus or minus six percent against a 135 thousand dollar budget.

Alerts where the work already happens

An alert only works if it arrives where your team already looks. SKYXOPS sends cost alerts into the tools they use all day, addressed to the team that owns the number.

  • A Slack or Teams channel per team or budget
  • A Jira issue when something needs tracking, not just a read
  • Thresholds set per budget, not one global number
  • Immediate or daily digest, your choice per channel
A spend threshold is crossed, SKYXOPS routes the alert to the team that owns the scope with the probable cause attached, and it lands in Slack, Teams or Jira.

Questions about monitoring cloud & AI spend

Telemetry refreshes daily. Cloud providers publish cost and usage on their own schedule, typically several hours behind, so daily is the honest description of what you get, and it is what the dashboards say.

No. SKYXOPS reads through read-only roles in your cloud accounts. There are no agents and nothing is deployed into your workloads.

Cost and usage data, and infrastructure metadata. Workload content and credentials do not.

Partly. Account and subscription structure gives you a rollup on day one. Tag-based attribution gets you the rest, which is what the Govern pillar is for.

Yes. AI and LLM token spend is tracked alongside cloud spend, so both appear in the same view rather than in separate tools.