Kohēsis
Enrichment Platform
Checking
Session  ·
01
Research Paper
Upload & analyze
02
Repair
Correct AI misreads
03
Enrichment
Seven layers · four lenses
04
Sign-off & Lock
Author confirmation
05
Knowledge Graph
What research becomes
Reading your paper
Analyzing the manuscript
·Sessions
Enrichment sessions

Create a new session, or resume one in progress. Each session saves as you go.

·Admin
Kohēsis control

Enter the admin access code to manage users and build the master graph.

01New session
Upload your paper

Kohēsis reads the full text and builds your enrichment interview. Nothing in the paper is changed.

Drop a PDF, or click to browse
Kohēsis reads the whole paper and detects the language.
PDF · up to ~50 pages
Analyzed in-session. Your manuscript stays on this device.
01Analysis complete
What today’s AI misreads

Kohēsis read your paper. These are the places a current AI model would flatten your meaning. You'll set each one right, in your own words, before the enrichment begins.

02Repair the misreads
Set the record straight, first

Before the deeper enrichment, correct how today's AI reads the culturally loaded language in your paper. These are the terms a model would flatten. Put each one right in your own words — your corrections become the authoritative context that shapes every enrichment question that follows.

03The enrichment ahead
Set the context AI gets wrong

These seven layers are the parts of cultural context an AI model routinely misreads. Left to fill them in on its own, it guesses, and its guesses become hallucinations: confident, fluent claims about your community that no one in it would recognize. You are the authority that prevents that. Answer each layer in your own words, and the model works from your knowledge instead of its assumptions. A short note under each one explains what it is reaching for.

Manuscript
Repair AI misreads
·
Kohēsis
Your response
Structured for the graph
04Review
Your enriched manuscript

Your paper, with every contribution set in the margin beside the passage it deepens. The manuscript stays yours. Review it, then sign to lock.

Author Sign-off

I confirm these enrichments reflect my expertise and that I retain authorship of this contribution. I authorize Kohēsis to structure this enriched record for inclusion in the cultural knowledge graph.

Enriched record locked
05Knowledge graph
Baseline vs. enriched · click any node to interrogate it · scroll to zoom, drag to pan
Turn this contribution into a knowledge graph
Kohēsis builds two graphs — the paper on its own, and the paper enriched by your interview — so you can see and interrogate exactly what your expertise added.