Explanation

A forecast should be used as an estimate based on historical patterns, not as a guaranteed future result.

Example

Month

Historical/Forecast

Sales

Jan-26

Actual

40,000

Feb-26

Actual

45,000

Mar-26

Actual

48,000

Apr-26

Actual

52,000

May-26

Actual

55,000

Jun-26

Actual

60,000

Jul-26

Forecast

63,000

Aug-26

Forecast

66,000

Business Applications

Forecasts can help with:

  • Sales targets
  • Stock planning
  • Staffing
  • Budgeting
  • Production planning
  • Revenue planning

Important

Forecast quality depends on the historical data and assumptions. Unexpected events can cause actual results to differ significantly.

Practice

Create a short written analysis of your forecast:

  • Is sales growth increasing?
  • Which future month has the highest forecast?
  • What range does the confidence interval show?