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Ed tech · Ꭰ-SAFE Registry · Pond Enterprise

A.I.Classify

AI classification for library books. A-I-Classify turns scanned books into classified, searchable records:
  • Language detection
  • Library of Congress class
  • Subject headings
  • Full text OCR
  • Complete AI reading

No credit card required for trial.

Example record On the Origin of Species Charles Darwin · 1859
LANG Language
English
LCC Class
Science · Natural history, Biology
SUBJECT Subjects
Evolution (Biology)
OCR Full text
Extracted from the scan
AI AI read
Read cover to cover, assessed
AR Record
Sealed on Arweave
One book through the pipeline: each gate adds a field, and the finished assessment is stored in public.

How it works

Nine gates. Cheapest checks first.

Every book walks the same pipeline: fast metadata checks first, OCR and a full AI reading only for the books that survive them. Every verdict carries its reason, and every rejection can be appealed.

Pricing · Per 1,000 pages

Less than OCR alone. With the reading included.

The big document-AI services charge for pulling text off the page. A-I-Classify is $7 per 1,000 pages for OCR, an AI review on the model you choose, and permanent public storage of every assessment paid as you go, with no subscription.

  • AWS Textract

    $65per 1,000 pages

    • Included:OCR and AI page review
    • Not included:Choice of AI model (DeepSeek, GPT, and more)
    • Included:Pay per 1,000 pages, no subscription
    • Not included:Permanent public storage of assessments
  • Google Document AI

    $10–30per 1,000 pages

    • Included:OCR and AI page review
    • Not included:Choice of AI model (DeepSeek, GPT, and more)
    • Included:Pay per 1,000 pages, no subscription
    • Not included:Permanent public storage of assessments
  • Azure Document Intelligence

    $10per 1,000 pages

    • Included:OCR and AI page review
    • Not included:Choice of AI model (DeepSeek, GPT, and more)
    • Included:Pay per 1,000 pages, no subscription
    • Not included:Permanent public storage of assessments
  • Mistral OCR

    $4per 1,000 pages

    • Included:OCR and AI page review
    • Not included:Choice of AI model (DeepSeek, GPT, and more)
    • Included:Pay per 1,000 pages, no subscription
    • Not included:Permanent public storage of assessments
  • A-I-Classify

    Public storage

    $7per 1,000 pages

    • Included:OCR and AI page review
    • Included:Choice of AI model (DeepSeek, GPT, and more)
    • Included:Pay per 1,000 pages, no subscription
    • Included:Permanent public storage of assessments

The cataloguer, amplified

Your expertise.
With superpowers.

AI to extend your work. A community to build with. The freedom to classify on your own terms.

01 / 04Collective intelligence

Catalogue once.
Empower everyone.

Share the results of your cataloguing in the public domain. Your expertise becomes something other cataloguers can build on, and theirs becomes something you can use.

Every contribution gives the next person a head start.

  • Public domain
  • Shared expertise
Knowledge without walls
Cataloguers connected through shared public-domain expertise. Your expertise SHARED WITH EVERYONE You A colleague A new team Another library PUBLIC DOMAIN · COLLECTIVE KNOWLEDGE
One contribution. A whole community of possibilities.

02 / 04Compounding value

Give your AI budget
a longer shelf life.

The AI results are public domain, too. Reuse existing assessments from public storage and save the cost of classifying the same material again.

Put your budget towards the books still waiting to be discovered.

  • Reusable assessments
  • Lower AI costs
Built once. Useful again.
An AI assessment in public storage can be reused by multiple catalogues. PUBLIC STORAGE One AI assessment. Public domain. Ready to reuse. Catalogue A REUSE Catalogue B REUSE Catalogue C REUSE MORE DISCOVERY · LESS DUPLICATION
An assessment’s value doesn’t end with its first use.

03 / 04Your rules. Your taxonomy.

Your collection.
Your coordinates.

Define your own classification structure around what matters to your collection and its readers. Choose the subjects, distinctions and level of detail that make your catalogue useful.

Build a map that speaks your readers’ language.

  • Custom structures
  • Meaningful discovery
A structure of your own
An example collection branches into science, maths and education, then into finer subjects. Your collection 01 Science Biology Ecology 02 Maths Algebra Geometry 03 Education Learning level Objectives YOUR SUBJECTS · YOUR LEVEL OF DETAIL
Illustrative structure · shaped around your collection.

04 / 04Precision discovery

Go as deep
as your questions.

Focus on educational content assessment, as we did for worldbibliotech.com. Or go deeper into science, maths and specialist subjects, shaping fine-grained classifications and search tools around exactly what you want to find.

From a broad subject to the detail that makes a difference.

  • Educational assessment
  • Specialist search
From subject to insight
An example focus narrows from science to biology, photosynthesis and learning objectives. Science Biology Photosynthesis Learning objectives SUBJECT → CONCEPT → LEARNING NEED
Illustrative focus · from subject to specific learning needs.

Roadmap

From research to Public Storage.

  1. 2025

    Focus

    • Research

    Lead generation

    • Free classification trial
  2. 2026 Now

    Focus

    • Testing on worldbibliotech.net

    Go to market

    • Small library partnerships

    Lead generation

    • Librarian community outreach
  3. 2027

    Focus

    • Launch inside Public Storage
    • Community building

    Go to market

    • Bundle with Public Storage

    Lead generation

    • Cataloguing webinars
  4. 2028

    Focus

    • Add classification to Public Storage custom libraries

    Go to market

    • worldbibliotech.org Ed-Upgrade

Send us a shelf. We’ll send back the catalogue.

The first step is a free classification trial on a sample of your collection. Write to us with a few words about it: what it holds, roughly how many books, and in which languages.

Pond Enterprise · A-I-Classify © 2026 Pond Enterprise Pty Ltd · ACN 694 747 987