Documents that stay true to the data.
Abstract binds every figure to its source. A grounded agent drafts around your real numbers, and every change arrives as a proposal you approve.
A document is a snapshot of a moment that has already passed.
You copy a number out of a spreadsheet; the spreadsheet moves on; your document doesn't. Every reporting cycle becomes the same archaeology: open six tabs, re-pull, re-paste, re-check, repeat.
Three steps, then it maintains itself.
Connect your sources.
Point Abstract at a folder, a CSV, a CRM or an API. Your systems stay the source of truth.
Bind your figures.
Write in plain words and link each number to the exact cell, field or endpoint it comes from.
Approve what changes.
Figures refresh silently. Anything that changes the story arrives as a proposal you approve.
Click any figure and the source drawer opens on the exact row behind it.
It's Monday, week 24. metrics.csv refreshed overnight. Abstract has already applied two figure updates, marked and reversible: MRR to $48.6k, signups to 427. One thing waits for you: the commentary says growth "remained steady", and the data now says otherwise. You read the proposed rewrite, check the source line, and approve it. The report was never wrong for longer than it took you to have coffee.
Figures auto-apply. Meaning waits for you.
A number ticking up updates silently, marked and reversible. A rewrite or a new claim pauses as an inline proposal, so nothing lands that you did not see.
On this page, and only this page, we will say it plainly: this is an AI that cannot make up a number. Figures come from bound sources, so there is nothing for the model to invent.
Sources in, reports out.
CSV and spreadsheet exports work today; CRM and API sources arrive via connectors Coming. Export to DOCX and PDF, or to Google Docs In beta.
Why not just a BI dashboard? Great for charts, terrible for narrative. Stakeholders read the story, not the dashboard. A living report carries the numbers and what they mean.
Built for the people whose name is on the numbers: founders and CEOs, finance and FP&A, RevOps, chiefs of staff and BizOps, analysts and consultants.
Questions
Does the AI change my numbers?
No. Figures come from your bound sources; the AI only assists the narrative, and every edit is a change you approve.
What if a source changes the meaning, not just a number?
It pauses and asks. Routine figure updates apply silently; story-changing updates need your sign-off.
Where does the data come from?
Files like CSV and Markdown, plus connected sources such as CRMs and APIs. Your systems stay the source of truth - Abstract is the narrative layer on top.
What happens on the months where nothing changed?
Abstract says so. "No change recommended" is a first-class answer, not a failure state.