There had to be some way to automate this process on a large scale.
There had to be some way to automate this process at a large scale.
Which of these sentences is grammatically correct, and, if both are, preferred or standard in American English?
There had to be some way to automate this process on a large scale.
There had to be some way to automate this process at a large scale.
Which of these sentences is grammatically correct, and, if both are, preferred or standard in American English?
Both are grammatically correct. However, "on a large scale" (and "on a scale" in general) is a set phrase. There may be variations in local dialects, but to most English speakers, "at a large scale" would sound slightly awkward.
Checking COCAE (https://www.english-corpora.org/coca/), "on a large scale" is used 25x more than "at a large scale".
Google Books ngrams also shows that use of "on a large scale" is much more prevalent:
Both are technically grammatically correct sentences, but "on a large scale" sounds more correct with respect to the common usage of this phrase.
"On" sounds correct for American English.
But I think rephrasing the sentence would make the most sense-- "There has to be some way to automate and scale up this process."