Most PDF calculation-field work is not about one clever total box. It is about recurring forms that need the same numeric relationships every time: subtotals, fees, balances, deductibles, order totals, estimate totals, or derived values that should not be typed by hand. If those rules live only in a one-off export, the next fill starts over from an unreliable baseline.
DullyPDF treats calculations as template metadata. Number inputs, calculated outputs, formula dependencies, and output rules stay with the saved template so the same PDF can be filled from a spreadsheet row, a respondent web form, or an API request without rebuilding the formula logic each time.