studymarginEARLY PROTOTYPE
YOUR LECTURES. YOUR STARTING POINT.

A little clarity.
In the margins.

Turn your lecture material into concise, exam-ready study points. Keep the original source close, so every explanation is easier to check.

Explore the prototype →

Built for university students. Starting in the UAE.

A MORE GROUNDED WAY TO STUDY

Keep the source close.

Finding the right slide should not take longer than understanding the idea. StudyMargin searches the material you choose and links its answers back to the page or slide.

01 / Bring your material

Add selectable-text PDFs or PPTX lecture slides to the local prototype.

02 / Ask in your own words

Choose the relevant lectures. Get short definitions, comparison points and ordered steps grounded in those sources.

03 / Check the evidence

Open citations and read the extracted passage. Download the original to verify context and layout.

SMALL START. CLEAR LIMITS.

A working local prototype.
A public pilot is next.

The local prototype supports PDF/PPTX uploads, local EmbeddingGemma indexing, selected-file retrieval, Gemini answers, source citations and exam-ready formatting. Optional personal Gemini keys are supported. The study workspace is not hosted on this website yet.

Handwriting and image OCR, topic summaries beyond sampled excerpts, quizzes and flashcards are still planned. Answers can make mistakes: citations help you check them, and missing material should produce a refusal rather than an invented answer.

Early prototype · Public access and waitlist registration are not open yet.

HOW YOUR MATERIAL IS HANDLED

Understand what gets shared.

In the local prototype, files and search embeddings stay on the user's computer. When answer generation is enabled, the question and retrieved excerpts are sent to Google. Personal-key usage follows that account's Google billing and data terms; some free-tier content may be used for product improvement.

This public landing page has no upload form, accounts, API keys or waitlist form. Hosting may process technical request information. Do not submit private notes through the public website.

WHAT WE ARE BUILDING TOWARD

Study with your own material.

StudyMargin is an early founder-led product for university students in the UAE. The current answer provider is Gemini. Claude integration is planned, subject to API access; the product is not currently powered by or endorsed by Anthropic.