Kedion is a growing suite of AI tools for researchers and educators. Discover real cross-domain connections. Structure your thinking. Stress-test your manuscripts. Share finished work as something others can learn from.
Find connections others miss. Structure your thinking. Stress-test your work. Share what you've made — as something people can actually learn from.
Finds real structural connections across fields — the ones that lead to discoveries, not coincidences.
Learn more →Turns rough thinking into hierarchies you can navigate, refine, and build from.
Learn more →Stress-tests your manuscript before you submit it. Catches the gaps reviewers will.
Learn more →Turns finished work into structured environments others can navigate, learn from, and return to.
Learn more →Most cross-domain analogies are noise. They share words, metaphors, or surface diagrams — but the underlying mechanisms don't actually correspond, so the analogy doesn't lead anywhere.
LatentLink finds the analogies that aren't noise. It identifies the cases where the underlying mechanisms actually correspond — the kind of connection that has historically driven real discovery, from Darwin reading Malthus to neuroscience borrowing from statistical physics.
Researchers 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 turns it into hierarchy.
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.
Peer review catches problems too late. Traditional literature search misses what's been done under different names in adjacent fields. By the time the rejection comes back, you've already invested months.
Manifest sits between you and submission. It runs four checks on your manuscript and surfaces what's weak — so you can strengthen the work before reviewers ever see it. It's not peer review. It's the diagnostic you run before peer review, on yourself.
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 that's already inside the work is invisible.
Dekyon extracts that structure and makes it the interface. Concepts become navigable. Topics become study spaces. Linear material becomes something readers can move through by idea rather than by sequence — and come back to.
Kedion isn't a publication venue or a credentialing body. It's tools. You use them to do better work. You publish that work wherever you like — arXiv, Nature, Science, your own preprint server, anywhere. The validation is the work itself.
Building rigorous work without institutional infrastructure. The four tools give you the discovery, structuring, rigor-checking, and teaching surfaces a university would otherwise provide.
research outside the universityUsing AI tools to find cross-domain connections traditional literature search misses, and to strengthen submissions before they go out. Affiliation is fine — Kedion just makes the work better.
strengthen the submissionTeams that want a shared structural workspace across their projects. Notes2Tree and Dekyon make it possible to build, refine, and teach a body of work together — across institutions or outside any.
shared structure across teamsThe audience most underserved by current tooling. The tools that strengthen senior researchers' work also help early-career researchers learn what rigor looks like — by surfacing gaps before reviewers do.
rigor before peer reviewKedion is run by a working scientist, not a content company. The tools we ship are grounded in peer-reviewable work — and we publish that work openly, with the same rigor we ask of our users.
This matters because the alternative — AI tools for science built without scientific accountability — produces exactly the kind of confident-but-shallow output the field is already drowning in. The framework underneath is supposed to defend itself. Ours does.
Notes2Tree and the basic version of LatentLink are free forever. Manifest and Dekyon are in pilot. Independent researchers, students, and collectives can apply for fee waivers.
Start with LatentLink. Add Notes2Tree at any time. Pilot Manifest and Dekyon when you're ready. The workflow is built to grow with the work.
Open LatentLink →