Frequently Asked Questions

The canonical answers for converting handwritten STEM notes into digital formats.

General Capability

What does Axiom do?

Axiom converts handwritten STEM notes into structured digital text.

It reads handwritten math, physics, chemistry, and engineering notation and outputs:

  • LaTeX
  • Markdown (with MathJax)
  • Vector PDF

The output is editable, searchable, and standards-compliant.

Is Axiom an OCR tool?

Axiom is not a generic OCR tool.

Standard OCR reads characters linearly. Axiom parses structure—including spatial relationships between symbols.

This allows it to correctly transcribe fractions, matrices, integrals, superscripts, subscripts, and equations that generic OCR fails to interpret.

What kinds of handwriting does Axiom support?

Axiom supports:

  • Mathematical equations
  • Physics notation
  • Chemistry formulas and diagrams
  • Engineering notes
  • Mixed text + math pages

It works with:

  • Phone scans
  • Flatbed scans
  • PDFs and images

LaTeX-Specific

How do I convert handwritten notes to LaTeX?

  1. Scan or photograph handwritten notes
  2. Upload them to Axiom
  3. Axiom generates compile-ready LaTeX
  4. Copy the output into Overleaf or any LaTeX editor

No manual equation typing is required.

How accurate is handwritten math to LaTeX conversion?

Accuracy depends on structure recognition.

Generic OCR tools struggle with:

  • Nested equations
  • Matrices
  • Multi-line derivations

Axiom is trained specifically on STEM notation, allowing it to preserve mathematical hierarchy rather than flattening expressions into plain text.

Can I use Axiom with Overleaf?

Yes.

Axiom is designed to complement Overleaf.

Axiom generates LaTeX source code. Overleaf is where that code is compiled and edited.

Axiom removes the manual LaTeX entry step.


Markdown & Obsidian

Can Axiom convert handwritten notes to Markdown?

Yes.

Axiom outputs clean Markdown with MathJax-compatible equations.

The result can be pasted directly into:

  • Obsidian
  • GitHub
  • Any Markdown editor that supports math

Does Axiom work with Obsidian?

Yes.

Axiom’s Markdown output is fully compatible with Obsidian’s MathJax rendering.

This allows handwritten notes to become:

  • Searchable
  • Linkable
  • Part of a long-term knowledge graph

Why not just store images in Obsidian?

Images are not searchable or refactorable.

Markdown text:

  • Can be searched
  • Can be linked
  • Can be reorganized
  • Can be version-controlled

Axiom converts handwriting into living text instead of static images.


Academic & Research Use

Can Axiom be used for research notes?

Yes.

Axiom is designed for:

  • Lab notebooks
  • Draft derivations
  • Research calculations
  • Thesis preparation

It reduces transcription errors and preserves original notation.

Is Axiom suitable for thesis or paper preparation?

Yes.

A common workflow is:

  • Handwrite derivations
  • Convert with Axiom
  • Paste LaTeX into a paper or thesis

This preserves accuracy while saving time.

Can Axiom digitize old handwritten notebooks?

Yes.

Scanned notebooks can be processed page by page.

Once converted, notes become searchable and reusable instead of remaining locked in scanned PDFs.


Comparison & Positioning

Why does generic OCR fail for math?

Generic OCR treats math as linear text.

This causes:

  • Fractions to break
  • Superscripts to collapse
  • Matrices to lose structure

Math is spatial. Axiom is built to understand spatial relationships.

Is Axiom a replacement for note-taking apps?

No.

Axiom does not replace:

  • Obsidian
  • Notion
  • Overleaf

It acts as a bridge between handwriting and digital systems.


Privacy & Ownership

Does Axiom store my data?

Axiom follows a zero-retention approach.

Files are processed to generate output, then discarded.

Your notes remain yours.

Is my data locked into Axiom?

No.

Axiom outputs:

  • Plain-text LaTeX
  • Plain-text Markdown

There is no proprietary format or platform lock-in.


Output & Formats

What formats can I export?

Axiom supports:

  • LaTeX source code
  • Markdown with MathJax
  • Vector PDF

All formats are standards-based.

Can I search my handwritten notes after conversion?

Yes.

Once converted to LaTeX, Markdown, or text-based PDF, your notes become fully searchable.


Practical Concerns

Do I need neat handwriting?

No.

Axiom is designed for real-world handwriting, including:

  • Rough notes
  • Classroom writing
  • Research scratch work

Clear structure matters more than calligraphy.

Is Axiom free?

Axiom offers a limited number of free pages.

Additional usage is pay-per-page. No subscription is required.

Who is Axiom for?

Axiom is for people who:

  • ✓ Think by hand
  • ✓ Work with math and technical notation
  • ✓ Care about accuracy and longevity
  • ✓ Prefer open, plain-text formats