Business & money

AI Content Team ROI

Only part of a content piece is drafting. This splits the work, speeds up the part AI actually touches, then charges you back for the extra editing it creates.

Writers on the teamPieces per writer per monthHours per finished pieceResearch, drafting, editing, images, publishing.Loaded hourly cost (USD)Share of the work that is drafting — 45%Drafting speedup with AI — 50%Extra editing overhead — 15%Fact-checking, de-genericising and rewriting AI phrasing.AI tooling (USD/month)

Annual saving

$16,099

Hours per piece now: 10 h
Hours per piece after: 8.6 h
Cost per piece now: $480
Cost per piece after: $424
Current output: 24 pieces/mo
Monthly saving: $1,342

Extra capacity

+4 pieces / month

Real but incremental. Bank it as quality time rather than promising a headcount cut.

Why the editing overhead matters more than the speedup

Teams that report disappointing results from AI writing almost always skipped this term. A draft arrives in ten minutes instead of three hours, then swallows two hours of de-genericising, fact-checking and voice correction. Net gain: real, but a fraction of the headline.

Overhead falls when you invest in the inputs — a documented voice guide, source material pasted into the prompt, and a house structure the model must follow. Teams that do this typically see overhead drop from thirty percent to under ten.

Treat the output as capacity first. Publishing more of the same quality is usually worth more than cutting the writing budget. Directional model, not financial advice.