No idea if this is you but the number of times I've seen an over eager employee (usually more junior but not always) think they've stumbled upon a great solution to a problem but really they were just missing some details is very high ... we are a very overconfident bunch.

> As I understand it, significant time is spent on the manual part of it all.

Get more details about the problem space before doing anything else.