The doc suite: AI that drafts from your real records
Amolfi’s doc suite is one editor for docs, slides, and sheets, and the AI inside it drafts from the records you already have. Every number it writes arrives with the source attached.
A general-purpose model has never seen your books. Asked to summarize your quarter, it produces a confident paragraph built around a figure it made up, because that figure looked like the kind of number a business like yours would have. Then your logo goes on top of it and it goes to a client.
The failure is hard to catch, precisely because the writing is good. Nothing in the sentence marks which parts were read off a record and which were assembled to sound right. A recap built that way holds up until it reaches the one reader who already knows the real figure.
Where the sentences get their facts
Amolfi’s doc suite is one editor for docs, slides, and sheets, built on the same foundation whether you’re writing a proposal, building a deck, or laying out a grid. The format is the least interesting thing about it. What matters is the wiring underneath: the AI drafts from the records already sitting in your workspace. The actual client. The actual deal. The actual invoice.
When it writes a number, it takes it from the row that number lives in and cites where it came from, so you can click straight back and check. When no record answers the question, it tells you that and leaves the gap where you can see it.
The difference shows up inside a single sentence. Here is one line from a quarterly recap for a sample agency, written both ways:
- Generic: “Q2 revenue grew roughly 30% on the back of strong retainer performance.” Fluent, confident, sourced from nowhere.
- Grounded: “Q2 revenue was $486,200 across 14 active retainers (source: Finance).” Every figure traceable to the row it came from.
The second version is worth more, and not because it is better written. It is worth more because you can defend it in a room. When a client asks where the 30% came from, somebody has to have an answer, and “the AI wrote it” is not one. A claim that carries its source can be checked, argued with, and corrected.
Drafting is the fast part now. Reading it, editing it, and deciding what actually goes out are still yours, and that was always the part clients were paying for.