The mechanism, start to finish
How Plumi works
Four steps, and none of them involve typing your question into a chat box. Here is what actually happens between you writing a line of working and Plumi knowing what you should revise.
1. You write, exactly as you already do
Plumi is a notebook first. You open it, pick a pen, and write on ruled or squared paper with your Apple Pencil — the same way you would in Goodnotes or Notability, or on paper.
There is no separate “ask the tutor” mode to switch into, and nothing to photograph. The work you would have done anyway is the input.

2. Plumi reads the working, not just the answer
Handwritten maths is not handwritten prose. A line of working carries fractions, indices, integral signs, substitutions and crossings-out, and the order they were written in matters as much as the symbols themselves.
Plumi reads that structure. It is looking at the method you used to get somewhere, which is the part a photograph of a final answer throws away — and the part your exam marks actually come from.
3. The tutoring happens in the margin
When you get stuck, Plumi writes beside your work rather than replacing it. Its first move is a question, not a solution: on the capture below it asks what the derivative of e to the 2x is, because the student had dropped the factor of one half.
You keep the pen. You answer in your own handwriting, and Plumi responds to what you wrote. If you want the answer outright you can have it, but that is not where it starts — being handed a worked solution is how you end up recognising a method without being able to produce one.

4. What the work proves becomes what you practise
Every piece of marked work updates a picture of your course: which topics you have demonstrated, which you have only read about, and which keep costing you marks.
Notes alone do not count. Writing a page on electrical circuits makes the topic seen; getting circuit questions right is what makes it secure. That distinction is the whole point — it is why Plumi can open on one honest recommendation instead of a list of everything you have ever touched.
- Topics you have proved you can do are left alone.
- Topics you got wrong come back as short, targeted sets.
- Start a Focus session and the apps that usually win go quiet until you are done.

Questions students ask
- Does Plumi need me to type anything?
- No. You write with an Apple Pencil and Plumi reads the handwriting directly. There is no prompt box to fill in and no photograph to upload.
- Which subjects and exam boards does it know?
- Plumi carries topic data for specific specifications, currently including Edexcel Maths 9MA0, OCR Physics H556 and AQA Chemistry 7405, with more being added. Coverage is uneven by design rather than universal, so check your own specification before relying on it.
- Can I use it just as a notebook?
- Yes, and for free. Handwriting, folders, PDF annotation and the full set of pens are free to use and intended to stay that way. The tutoring is the part that becomes paid.
See it before anyone else.
Plumi hasn’t launched yet. The community is where you see it first.