AI with deterministic tools to do everything you can on spreadsheets can be a real thing. The speed at which spreadsheet ninjas operate. That speed is an outcome of muscle memory built on hours of operating on spreadsheets. Asking AI a question and it responding with an answer is slower than that ( even if you somehow solve for its non determinism ).

How fast can AI (not necessarily conversational) get you from you question to answer is the real underlying question