Friday needs approved copy
An agency owner owes a client six website updates by Friday, with eight staff hours available. All timings in this hypothetical job are assumed. The owner expects faster AI drafts to mean earlier delivery. The same employee writes, verifies and edits each update. The client pays the same fee either way; unfinished drafts add no billable value.
A policy loses its condition
The approved brief contains a field, “Return eligibility: standard items only.” In this imagined AI draft, that becomes “Every order is returnable.” Generation has turned a restricted policy into an unrestricted promise. Think of the draft as a proof awaiting approval. The employee must trace claims to the brief and repair mistakes. Publishing first could promise terms the client never authorized.
Count the work through approval
Manual writing assumes 45 minutes drafting plus 15 checking per update: 6 × 60 = 360 minutes, or six hours. AI drafting assumes 10 minutes prompting and drafting plus 65 checking and repairing: 6 × 75 = 450 minutes, or 7.5 hours. Both fit the eight-hour allowance, but manual writing leaves two hours for client revisions. Choose manual for this deadline; faster draft production consumes more staff capacity.
Let the next brief change the choice
Before switching, time a representative update from the first instruction to approval, including rejected drafts and repairs. Compare every eligibility claim with the approved field. A missing restriction means the copy stays unpublished; repair it and count that time. With drafting at 10 minutes, AI is faster only if checking stays below 50 minutes; 10 + 50 equals the manual hour.
Now change this hypothetical job: repeated, tightly specified updates require only 25 minutes of checking. AI then needs 6 × 35 = 210 minutes, or 3.5 hours. Choose AI if the claim checks pass and that review time holds. Treat the trial as evidence for comparable briefs, with continued timing checks.