The sum formula for an arithmetic series calculates the total of a sequence of numbers in which each term increases by a constant value. This formula is essential for quickly finding the sum of terms without having to add each one individually. It involves the first term, the last term, and the number of terms in the sequence, making it an efficient tool for solving problems related to series and summation.