If you want to see your Business Unit Budgets in columns, you can use the P&L Comparison Report to do this.

Set your Business Unit Criteria, and then in the Report Periods, Period range select either This Financial Year Budget or Next Financial Year Budget, as required:

Refresh the page, and you will see the Column Headings will report as Budget, rather than Actuals or Forecast.