Skip to main content

Forecasting

Forecasting in Cost Management helps you understand where spend is likely to land if current patterns continue, and how that compares to your budgets and targets.

Use this guide to understand the inputs that Cloudaware Cost Management forecasts rely on and how to use forecasts with budgets, alerts, and optimization efforts to support cost planning before overspend occurs.

What Cost Forecasting Is For​

Use forecasts to:

  • Anticipate whether a scope will over‑ or under‑spend its budget.
  • Quantify the impact of growth, migrations, or new projects on cloud costs.
  • Support financial planning and contract discussions (for example, commitments, enterprise agreements).
  • Prioritize optimization initiatives where forecasted overspend is highest.

Forecasting Scope​

Forecasts are most useful when they are tied to clear ownership scopes, such as applications, teams, business units, customers, cloud accounts, or Kubernetes namespaces.

To support deeper analysis and more accurate forecasting, Cloudaware should have access to up-to-date budgets. More granular budget data — for example, budgets by team — enables better results. The narrower the scope, the more useful the analysis.

Forecasting Horizons​

Typical horizons include:

  • In‑month — see if you overspend this month if current trends continue
  • Quarter — see if you are on track to meet quarterly targets and commitments
  • Year — see if current trends align with annual budgets and long‑term contracts

Shorter horizons are usually more accurate. Use longer‑term forecasts as directional input for planning rather than exact predictions.

Inputs to Forecasts​

Cloudaware builds forecasts on top of:

  • Historical spend and usage — normalized cost data from all connected billing sources.
  • Allocation and business mapping — so forecasts can be viewed by BU, application, team, customer, or other business dimensions.
  • Known changes and assumptions — planned migrations, decommissions, launches, or major new workloads that teams account for when interpreting or adjusting forecasts.

Using Cloudaware cost dashboards with forecasts, budget owners can see potential overspend early, understand the drivers, and route the issue to the correct team.

Working with Forecasts​

When reviewing forecasts:

  • Compare forecast vs. budget vs. actuals for each scope.
  • Look for scopes where the forecast significantly exceeds budget and drill into the underlying drivers (services, regions, environments).
  • Identify scopes that are consistently underspending; this may indicate overly conservative budgets or opportunity to reallocate funds.

Combine forecasts with optimization recommendations to decide which actions will have the largest impact before the period closes.

Using Forecasts with Budgets and Alerts​

  • Use forecasts as one input when setting or adjusting budgets.
  • Configure alerts that trigger when forecasted spend is expected to exceed budget or thresholds, not just when actuals have already crossed them.
  • In variance reviews, use forecasts to decide whether to act (optimize or replan) or to accept variances based on business priorities.