AI-Augmented Academic Writing
Your paper,
remembered.

An AI co-editor that knows your research from line one to the last citation — not a grammar checker, a thinking partner.

LaTeX & Markdown
Total Document Memory
Journal Presets
manuscript.tex
% Introduction
\section{Introduction}

The Higgs boson
discovery \cite{ATLAS2012}
confirmed the Standard
Model prediction that
\(m_H \approx 125\) GeV.

% expand argument here
AI Co-editor
↳ In §2 you defined $m_H$ differently. Align with ATLAS2012 notation?
yes, update throughout
✓ Applied to 4 instances. Citation style matches Physical Review B.
300€ avg editing cost
47% rejected for language
15€ InkSight / month
01 — Problem

Writing a paper
shouldn't cost a manuscript.

Non-native English researchers lose weeks and hundreds of euros every submission cycle — not because their research is weak, but because their writing doesn't meet journal standards.

💸
The Cost
€300–1,500 per paper

Professional editing is a recurring, unavoidable tax on your research. A PhD student publishing 2–4 papers/year can spend a semester's rent on language alone.

🧠
Context Blindness
ChatGPT forgets page 1

Generic AI tools don't know your paper. They miss cross-section inconsistencies — the exact things that get you a reject letter from reviewers.

🔬
No Vertical Depth
Grammarly fixes commas

No existing tool reasons about IMRAD structure, logical coherence between hypothesis and methods, or whether your claims are properly supported by citations.

02 — Solution

Not a grammar checker.
A thinking partner.

Every suggestion grounded in your actual document. The AI that read your whole paper before you asked.

Dual Interface

Clean editor left, contextual AI chat right. Every suggestion is grounded in your actual document — no hallucinated advice, no generic rewrites.

Total Memory

Flags inconsistencies between abstract and conclusion, tracks every defined term, remembers citations across 80 pages. Finds what reviewers find — before they do.

Project DNA

Set your journal target, discipline, citation style and tone once. Every suggestion is calibrated to those constraints forever. APA, Vancouver, IEEE — InkSight speaks your journal's language.

LaTeX + Markdown Native

Write where you write. Full syntax highlighting, LaTeX-aware grammar checking, and math rendering. No copy-paste into a chat box. No workflow disruption.

03 — Workflow

How it works.

InkSight fits into your existing workflow. No migration, no re-learning, no friction.

1
Set Your DNA

Tell InkSight your journal target, discipline, citation style, and language level. Takes 2 minutes. Lasts the lifetime of your paper.

2
Write Normally

Use the LaTeX or Markdown editor as you always have. Grammar suggestions appear inline. No interruptions.

3
Ask Anything

Chat with an AI that has read your entire paper. Ask about consistency, structure, citations, or argument flow. It knows your work.

4
Submit with Confidence

Review the full consistency report before submission. Accept or reject every suggestion. You're always in control.

04 — Evidence

The problem is real.

Data from our researcher survey conducted at leading universities. 61 responses, PhD students and postdocs.

47% had papers rejected or required major revisions due to language
2–4h typical time spent on language revision before each submission
68% experienced AI tools giving advice that contradicted earlier sections
€15 sweet spot WTP — felt worth it, not too cheap to distrust
05 — Pricing

20× cheaper than
the alternative.

Professional editing of a single paper costs €300–1,500. One month of InkSight pays for itself the first time you submit.

Free
€0
forever

Try before you commit. One active document with essential AI suggestions. No credit card required.

1 active document
20 AI requests / day
LaTeX + Markdown
Basic grammar check
Get Started
Institutional
On request
from €8 / user / mo

University-wide license for departments and research groups. SSO, admin dashboard, usage analytics.

SSO + admin panel
Usage analytics dashboard
Dedicated onboarding
SLA + priority support
Contact Us

KTH alone: 1,900 PhD students × €8/mo = €182,400 ARR from one university

Early Access

Write your next paper
with an AI that remembers.

Join the waitlist. Early access users get 3 months free on the Researcher plan.

No credit card Free early access GDPR compliant