AI Notes With Receipts
This page explains the most direct use-case fit for Provenote.
In plain language: Provenote is for moments when a normal AI note is not enough because you need to see where the result came from, what was covered, and what still needs review.
What Problem It Solves
Generic AI note tools are good at producing words quickly.
They are often weaker at showing:
- which source material supported the result
- which claims are still weak or uncited
- whether the result is ready to hand off
Provenote is built to keep those questions visible instead of hiding them behind a finished-looking paragraph.
The Current Outcome Path
The shortest repo-documented path today is:
Source -> Auditable Markdown -> Draft -> Verify
What that means in practice:
- import one source
- run the auditable markdown lane to get a result with integrity counters
- move the source into a notebook draft when you need a reusable outcome object
- verify the draft when you want a frozen snapshot of the current result
Why This Is More Than A Chat Transcript
Current repo truth already supports:
- source-level auditable runs
- notebook-level drafts
- research threads that preserve ask/search work
- richer draft export bundles
That makes the product fit people who need to keep working with the output after the first AI response is gone.
Best-Fit Users
This use case is a strong fit if you:
- write long-form notes from source material
- need traceability beyond a plain chat reply
- want a repo-documented local workbench instead of a hosted black box
It is a weaker fit if you only want:
- a one-line summary tool
- a hosted no-setup app
- a generic chat UI with no interest in evidence quality
Where To Go Next