// Kedion

Find the structure. Then teach it.

Kedion is two complementary tools, each useful on its own. Notes2Tree turns messy thinking into navigable structure. Dekyon turns a talk or article into an interactive learning environment, built from its transcript and a link to the source.

Try Notes2Tree free See how it works
scroll to explore
Research / Academic Notes
Pasted notes
PDF upload · reading excerpts · rough notes
Extracted structure
Generated hierarchy · shareable tree

One idea.
Two tools.

Notes2Tree finds the structure hidden inside your work. Dekyon turns a talk or article into something people can learn from. Each stands on its own; they just happen to fit well together.

From messy notes
to structured thinking.

Researchers and writers don't think in clean outlines. They think in fragments: reading highlights, margin notes, half-formed observations, paper bookmarks, conversation snippets. Notes2Tree takes that mess and finds the structure already inside it.

Drop in rough notes, PDF excerpts, or recorded thinking. Get a tree you can navigate, restructure, attach evidence to, and ask questions of. Share it as a public dendrogram, or save it back into your own work.

The structural workspace at the heart of Kedion. It is where the structure hidden in your work becomes something you can see, hold, and build on.
Open Notes2Tree
What it does
AI from notes or uploads Turn pasted notes, PDFs, or images into a generated hierarchy without hand-building structure from scratch.
Drag to restructure Move nodes onto new parents to reorganize the tree without rewriting the underlying outline.
Ask why branches fit Select branches and ask AI to explain why those nodes belong together, not just where they were placed.
Navigation Mode Present trees in a guided mode that pauses on attachments, usable as explorable presentations or teaching scaffolds.

Turn finished work
into something others can learn from.

A finished paper, a course, a body of recorded talks: most of it sits in a PDF or a video timeline that people read once and never return to. The structure already inside the work stays invisible.

Dekyon extracts that structure and makes it the interface. Concepts become navigable. Topics become study spaces. Linear material becomes something learners can move through by idea rather than by sequence, and come back to.

The platform for educators. Where a body of work becomes a community's shared scaffold rather than a one-time read.
Explore Dekyon
What it does
Conversational Intelligence Your users can dialogue with built-in AI about the details of each episode and connect ideas across the entire series.
Topic trees and concept extraction Makes structure visible so learners can navigate by concept instead of just sequence.
Study spaces Creates places for guided review, fundamentals, and deeper interaction with the material.
Built on top your authenticity Structure is generated from what your work already contains, never imposed from outside.

Built for thinkers
and teachers.

Kedion is two tools. One finds the structure in what you're working on. The other turns that structure into something people can learn from. Use one, or both.

// 01

Researchers & independent thinkers

Structuring complex work without a team to do it for you. Notes2Tree turns scattered reading and half-formed ideas into a hierarchy you can actually build on.

structure your work
// 02

Educators & course creators

Turning what you know into something others can navigate. Dekyon makes the structure of your material the way people learn it, not a wall of pages or a video they watch once.

teach from structure
// 03

Writers & knowledge workers

Anyone wrangling a large, messy body of material into a coherent shape. The tree becomes the thinking surface, and the shape of the work emerges as you move through it.

from mess to map
// 04

Students & lifelong learners

On the other side of Dekyon: moving through a body of work by idea instead of by page, with study spaces to return to rather than a single linear pass.

learn by structure

The tools rest on published research.

Kedion is run by a working scientist, not a content company. The idea underneath both tools, that structure is the right level at which to understand complex work, is something we develop in the open and publish with the same rigor we ask of our users.

This matters because the alternative, AI tools for thinking built without any scientific grounding, produces exactly the confident-but-shallow output the field is already drowning in. The framework underneath is supposed to defend itself. Ours does.

// on arXiv

A framework for treating structure as the proper level of description for complex systems.

The structural approach behind Notes2Tree and Dekyon, developed as peer-reviewable research. Currently in revision; preprint available on arXiv.

Read the preprint

Start with what's free.
Add what you need.

Notes2Tree is free to start. Dekyon is in pilot for educators, labs, and teams. Independent researchers, students, and educators can apply for fee waivers.

Notes2Tree Pro
Soon
Higher limits, larger uploads, and deeper AI structuring as it ships.
  • Higher daily limits
  • Larger document uploads
  • Advanced AI structuring
  • Priority features
Dekyon
Pilotlimited
Turn finished work into navigable, teachable environments. Rolling out to educators, labs, and teams.
  • Concept extraction
  • Topic trees
  • Study spaces
  • Powered by Notes2Tree

Structure your work. Then teach it.

Use Notes2Tree to structure your own thinking. Use Dekyon to turn a talk or article into an interactive learning environment. Two independent tools; reach for whichever fits the work in front of you.

Open Notes2Tree →