| Fabricated facts |
You, on every draft. Verification is the hidden tax on generated text, and it often costs more than writing would have. |
Generation is constrained to what research found. No source, no claim — and the citation is built at the moment the fact is used. |
| Brand voice drift |
Whoever happened to write it that day, and whoever notices in review. |
Tone of voice is stored on the project — how formal you are, how competitors get discussed, what you never say — and applied to every article. |
| Quality variance |
Your reviewers. Article one and article fifty are written by different people on different days. |
Ten stages run identically every time. The floor is high and it does not move, which is something no human team can honestly promise. |
| Confidential material |
Someone else's cloud, under someone else's retention policy and training terms. |
Everything lives on your hard drive, and your document library is read and indexed on-device. There is no server of ours holding your content. |
| Vendor shutdown |
You. When a subscription dies or reprices, the tool stops and your workflow goes with it. |
Your installed copy keeps working because it does not depend on us being alive. We have also committed to open-sourcing the code if we ever close. |
| Volume penalties |
You, at exactly the moment things go well: overage charges, tier upgrades, a sales call at a hundred articles. |
Nothing to meter. Unlimited projects and articles on one licence, and your marginal cost is public and linear. |
| Deadline slip |
Your calendar, waiting on a freelancer's. Revisions add another round trip. |
Ten to twelve minutes, on your machine, whenever you decide. A whole batch can run overnight in Economy mode. |