Sounds fire, but if I were to validate claude's efficacy in this task step-by-step then wouldn't it be almost equivalent to do myself manually?

You need to validate complicated optimization ideas, it's seems to be fine extracting data from documents you already have, ask for missing info / documents and calculating numbers