If you suspect a problem with the vote-counting machines, you can audit the paper votes with pen and paper. But in the cases where there isn't much reason to doubt the outcome of the election, you can save the cost of all that labor by letting a machine do something machines do really well.

I highly doubt the assertion that spending money on buying and maintaining voting machines will ever exceed the cost savings from not paying people to count paper ballots.