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Elsevier
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Integrate trusted scientific data in your AI ecosystem with Elsevier connectors

Reduce time to insight with precise, source-linked evidence

What are connectors for datasets?

Connectors are add-ons to an Elsevier dataset license that make Elsevier data callable inside your own corporate R&D workflows. They resolve scientific entities and deliver a structured response with provenance. Get fast access to transparent, traceable evidence from:

  • Journals connector, covering full-text articles in ScienceDirect

  • Chemistry connectors powered by Reaxys, covering Substances, Reactions and Bioactivity

  • Drug Safety and Pharmacokinetic connectors powered by PharmaPendium

Connectors work with any MCP compatible agent and via APIs — no data engineering required.

Trusted data, precision AI and domain expertise for your AI ecosystem

Connectors deliver semantically aware, expert evidence in a private, secure environment, reducing time lost in data harmonization and retrieval. Increase ROI on scientific data with connectors that:

  • Resolve identities, synonyms, registry numbers and nomenclature

  • Retrieve relevant literature and chemistry, PK and safety evidence

  • Harmonize units, parameters, ontologies and study context

  • Deliver structured, analysis-ready data through the MCP

How do connectors deliver trusted evidence?

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Semantic retrieval for scientific workflows

Connectors are semantic tools that apply domain expertise to retrieve curated data and rank results for decision support.
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Get transparent, traceable evidence

Elsevier connectors provide links back to source records, so outputs stay traceable and defensible under review.
natural-language-processing

Ask natural language questions

Researchers can ask a question in natural language inside their own AI tool with no query syntax or schema to learn.
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Lower token costs with precision retrieval

A global pharma using connectors achieved 30% better retrieval, 25% lower token cost and 20% better insight quality.
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Integrate with any MCP compatible agent

Elsevier connectors work across your existing tools, including Claude, Copilot, Codex, ChatGPT, KNIME and Pipeline Pilot.
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Secure every call with ISO controls

Elsevier connectors operate under ISO 27001 and ISO 27701 aligned controls, supporting information security and privacy.

Frequently asked questions