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SubjectAI
Smarter subject access for a more connected world.

Smarter Subject Access. A More Connected World.

SubjectAI helps libraries improve subject authority consistency, discovery, and semantic connection through AI-assisted workflows, Dewey mapping, bilingual headings, and standards-based MARC21 output.

Better Metadata Brighter Discoveries
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Your Workspace

Authority Headings Dashboard

Arabic and English subject access with Dewey exploration and MARC output.

Total Headings 668,762
Relations 331,964
Dewey Links 442,253
Dewey Classes 982 Nodes
System Overview Authority Headings Network
Arabic Coverage 31%
English Coverage 69%
668,762

Authorized Headings

A unified Arabic and English subject authority catalog.

331,964

Semantic Relations

Rich linked hierarchies and cross-references between concepts.

442,253

Dewey Links

Classification mappings across 982 Dewey navigation nodes.

31% / 69%

Bilingual Reach

Balanced Arabic and English access for stronger discovery.

Connected Subject Intelligence

From Terms to Meaningful Connections

SubjectAI transforms the way libraries create and manage subject data by identifying concepts, suggesting accurate terms, and building rich semantic relationships across collections.

LCSH and FAST Alignment

Connect local headings with Library of Congress Subject Headings, FAST, and linked-data authority ecosystems.

Precision Search and Discovery

Move quickly from a search term to verified headings, related concepts, and hierarchical branches.

Core Capabilities

Key Features of SubjectAI

Everything you need for next-generation authority control and subject discovery.

Dewey Classification Hierarchy

Explore 982 Dewey nodes and more than 442,253 classification links from broad classes to precise notation.

MARC21 Standard Records

Structured authority records with fields like 001, 003, 150, and 450 for dependable cataloging workflows.

Interactive Knowledge Maps

Visual semantic maps turn flat authority files into connected and navigable knowledge structures.

Bilingual Arabic and English

Support cross-language discovery through 209,338 Arabic and 459,424 English authorized headings.

Workflow

A Smarter Workflow for Subject Access

From your records to enriched, connected subject data in just a few steps.

Intelligence for a more connected library

1. Class Selection

Start from top Dewey classes such as 300 Social Sciences.

2. Hierarchy Traversal

Move through branches such as 330 Economics to 331 Labor.

3. Verified Headings

Review authorized Arabic and English terms with confidence.

4. Semantic Mapping

Surface linked relations, nearby concepts, and visual neighborhoods.

5. MARC21 Export

Send standard authority output back into your ILS and metadata workflow.

Ecosystem Fit

Works Seamlessly with Your Library Ecosystem

Integrate SubjectAI with leading library platforms, authority files, and metadata services.

Koha ILS Integration
FOLIO Library Services Platform
DSpace Repository Metadata Sync
MARC 21 Authority Record Exchange
Library of Congress Trusted Heading Source
Wikidata Linked Data Context
FAST Faceted Subject Mapping
And More Expandable Ecosystem

Ready to Enhance Your Subject Access?

Let's show you how SubjectAI can work for your library.

Get in Touch