Fieldstone Atlas
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Knowledge infrastructure for the AI era

The AI modelsyour competitorsare buildingmake mistakes.Yours does not have to.

Every large language model shares the same limitation. It was trained on the public internet. The internet has never been universally curated, validated, or held accountable to fact. ATLAS™ solves this for LLMs. It is the only canonicalization infrastructure built from fifty years of rights-cleared, expert-validated reference content. It gives AI something it needs: knowledge it can trust.

We spent fifty years building what AI needs most, now.

Fieldstone’s content portfolio is a multi-vertical, validated reference system. Every fact has a team behind it. Every data point, every species, every taxonomy, every classification was checked, cross-checked, and checked again by the experts whose research defined the standard in their fields.

ATLAS™ is the infrastructure layer that transforms this content into structured, AI-ready data. It establishes authoritative, unambiguous records that an AI model can ingest and trust, without hallucination or inference.

ATLAS™ powers our content. It can also power yours.

ATLAS™ is designed for scale. Any organization sitting on a body of validated, proprietary knowledge can bring that content to ATLAS™ and have it transformed into structured, AI-ready data through our proprietary methodology.

Who it’s for

Media companies, research institutions, scientific publishers, government agencies, museums - any organization with validated, proprietary knowledge.

What it does

ATLAS™ is the control point between validated knowledge and the models that need it. Enterprise organizations have the knowledge. ATLAS™ makes it usable.

AI “powered by ATLAS™” is knowledge you can trust.

The credentials speak for themselves.

50+

Years of rights-cleared, expert-curated content

40M+

Copies sold worldwide

120+

Flagship reference titles

Provisional
patent

ATLAS™ canonicalization process

The Portfolio

Fifty years of rights-cleared, expert-curated content. Flagship titles include the all-time bestselling Audubon Field Guides, the National Wildlife Federation Field Guides, the ASPCA Complete Guides to Cats and Dogs, and the Taylor’s Guides to gardening.

AudubonNWFASPCASmithsonianSibleyTaylor’s

The Methodology

Provisional patent on ATLAS™’s proprietary canonicalization process. Every record is traceable to a validated, rights-cleared source. The control point between validated knowledge and the models that need it.

ATLAS

The training data problem is a liability.
We have the solution.

Organizations building the next generation of AI products understand that training data provenance is an existential concern. It is a legal and reputational risk, and the stakes have never been higher. The question of what an AI knows, and whether it knows it correctly, is the defining differentiator. ATLAS™ is the solution.

Talk to us.

ATLAS™ is at your service.

ATLAS™ is available for licensing, content ingestion, and strategic partnership. Reach out directly. We don’t do forms.

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